# Plauti Reviews
**Vendor:** Plauti  
**Category:** [Data Quality Tools](https://www.g2.com/categories/data-quality)  
**Average Rating:** 4.5/5.0  
**Total Reviews:** 114
## About Plauti
Plauti keeps your CRM data accurate, complete, and ready for business. Verify, deduplicate, manipulate, and assign records automatically so your teams can trust their data and act fast. Because when data is right, actions are right. And when actions are right, trust follows. - Verify: validate and format addresses, emails and phone numbers - Plauti Agentforce: power agents with data management actions - Deduplicate: find, prevent and merge duplicate records - Assign: route and assign any record instantly - Manipulate: handle data in single-action execution - Restore: Restore record changes across your data within Salesforce Whether you&#39;re improving customer experience, achieving AI readiness, improving data governance or driving operational efficiency, the solutions work together to turn scattered data into a trusted resource that fuels confident decision-making and business growth. \&gt; 100% Native to Salesforce - No external processing, full data control. \&gt; Enterprise security -Salesforce compliance, no third-party risks. \&gt; No-Code customization - Adapt workflows easily, without IT reliance. \&gt; Scalable &amp; efficient - Automate processes and manage data at scale.



## Plauti Pros & Cons
**What users like:**

- Users value the **ease of use** of Plauti, praising its simplicity and seamless integration with Salesforce. (30 reviews)
- Users value the **effective duplicate management** features of Plauti, which simplify deduplication with seamless automation. (29 reviews)
- Users commend the **responsive customer support** of Plauti, enhancing their experience despite a learning curve. (19 reviews)
- Users value the **flexible matching criteria** of Plauti, enhancing their ability to fine-tune and automate lead merges. (16 reviews)
- Users love the **customization options** of Plauti, enhancing flexibility and adaptability to individual needs and use cases. (10 reviews)
- Easy Setup (10 reviews)
- Data Accuracy (9 reviews)
- Salesforce Integration (9 reviews)
- Data Cleaning (8 reviews)
- Flexibility (8 reviews)

**What users dislike:**

- Users find the **learning curve steep** due to numerous options, making efficient app usage difficult initially. (8 reviews)
- Users find the **complexity of options** in Plauti to be overwhelming, making it challenging to navigate effectively. (7 reviews)
- Users face significant **data management issues** with Plauti, complicating data validation and duplication processes. (6 reviews)
- Users struggle with **overwhelming options** and face challenges with data validation rules and record limits as they grow. (6 reviews)
- Users find the **limited functionality** of Plauti frustrating, especially regarding duplicate checks and merging processes. (6 reviews)
- Users find the **pricing prohibitively expensive** , especially organizations with smaller budgets struggling with high costs. (5 reviews)
- Not User-Friendly (4 reviews)
- Steep Learning Curve (4 reviews)
- Difficult Setup (3 reviews)
- Filtering Issues (3 reviews)

## Plauti Reviews
  ### 1. Plauti: Seamless Salesforce Integration and Reliable Deduplication

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Manufacturing | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 23, 2026

**What do you like best about Plauti?**

Three things particularly convinced us during deployment:

Native Salesforce Integration. Plauti runs as a Managed Package directly in Salesforce – no middleware, no external data flows, no separate login. For admins and end users, it feels like a natural part of Salesforce. The implementation went smoothly, with no significant user training required.

Transparent Licensing Structure. The pricing model is clear and predictable. No hidden per-record fees, no opaque credit consumption, no "talk to sales". A big plus for IT budget planning – the internal business case could be established cleanly and reliably.

It actually solves the problem. Our Salesforce environment has grown organically over many years, with a correspondingly high number of duplicates across accounts, contacts, and leads. Previously, we tried various approaches – native Salesforce duplicate rules, custom SOQL scripts, manual cleanup, other tools – and none achieved a reliable, scalable result. Plauti delivered exactly that: reliable fuzzy matching, flexibly configurable match scenarios, controlled merging at the field level, and mass deduplication at a quality we could trust.

**What do you dislike about Plauti?**

Honestly, there is little to criticize about the pure functionality – the tool worked as expected for us. What you should know in advance: Plauti provides you with very powerful tools, but the quality of the result depends on how carefully you define the match scenarios beforehand. So it's not a true "one-click deduplication" – you should invest time in configuration and testing with a small subset before the first mass run. This is not a product deficiency, but the nature of data quality – but anyone expecting a plug-and-play miracle should adjust this expectation.

**What problems is Plauti solving and how is that benefiting you?**

Our Salesforce environment has grown organically over many years – accordingly, significant duplicates had accumulated in accounts, contacts, and leads. Before Plauti, we had already invested a considerable amount of internal development time:

native Salesforce duplicate rules, our own SOQL scripts, manual cleanup runs, various smaller tools.

No approach delivered a result that we trusted enough to roll out on a large scale.

Plauti solved this and provides us with:

a reliable, reproducible deduplication process with configurable match scenarios

controlled merging with clear control over which field values are retained

mass deduplication without manual review of each individual record

prevention of new duplicates during ongoing operations

The concrete benefit for us: a measurably cleaner CRM data set, increased trust in the data across sales and marketing, and freed IT capacity that we previously invested in unsuccessful in-house developments.

  ### 2. ...

**Rating:** 2.5/5.0 stars

**Reviewed by:** Daniel E. | Mid-Market (51-1000 emp.)

**Reviewed Date:** October 12, 2023

**What do you like best about Plauti?**

...                                             

**What do you dislike about Plauti?**

...                                          

**What problems is Plauti solving and how is that benefiting you?**

Finding and merging of duplicates to improve data quality

  ### 3. Affordable, No-Frills Duplicate Management—Best for Experienced Users

**Rating:** 4.0/5.0 stars

**Reviewed by:** Jonathan W. | Consultant, Non-Profit Organization Management, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 20, 2025

**What do you like best about Plauti?**

Straight to the point duplication management without the extras. Very affordable

**What do you dislike about Plauti?**

Requires a good understanding of how duplicates are found and how to resolve them.

**What problems is Plauti solving and how is that benefiting you?**

Streamline duplication management.  Replaces the limited native Salesforce duplicate rules.  Allows easy resolution for found duplicates.

  ### 4. 100% inside Salesforce which is a plus!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Andreia  S. | admissions associate, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 24, 2025

**What do you like best about Plauti?**

Seamless automations that work very well in deduping.

**What do you dislike about Plauti?**

Too many options can make it hard to figure out the right one,.

**What problems is Plauti solving and how is that benefiting you?**

it makes me waste no time contacting duplicate accounts/leads.

  ### 5. Transitioned to a stand alone add on to SF.com.  Works great for what we ened

**Rating:** 4.0/5.0 stars

**Reviewed by:** Dan A. | Sales Director, Small-Business (50 or fewer emp.)

**Reviewed Date:** January 16, 2025

**What do you like best about Plauti?**

It makes the assigning of our inbound leads easy and fast.

**What do you dislike about Plauti?**

It does what it says it will.  No complaints

**What problems is Plauti solving and how is that benefiting you?**

Makes the distribution of our leads easy, fast, and very efficient.  I can make the adjustments to the percentages for each rep on the fly, when I need to.  Very easy to use and then you can get the reports for who got what.

  ### 6. Highly customizable deduplication functionalities

**Rating:** 4.5/5.0 stars

**Reviewed by:** Maxime T. | Product Owner, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 18, 2024

**What do you like best about Plauti?**

Easy implementation using the App Exchange. 
The duplicate checker allows setting different duplicate scenarios that are configurable on a field level. They allow complex combination where Salesforce is lacking this functionality. Moreover, it allows us to control the creation and update of duplicate records.

**What do you dislike about Plauti?**

Although it is easy to use it can be challenging to fine tune the scenarios

**What problems is Plauti solving and how is that benefiting you?**

The Duplice Check allows us to set complex duplicate detection scenarios. Salesforce does not allow those kind of complex settings. It gives us more control on the creation and update of duplicate records. Further more, it has a mass merge functionality that helps to easily clean multiple records automatically.

  ### 7. Great duplicate management tool for complex needs

**Rating:** 5.0/5.0 stars

**Reviewed by:** Maria M. | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 12, 2024

**What do you like best about Plauti?**

-Cross-field matching. I like that I can identify duplicates by comparing values across multiple fields on a given object, all within a single job. Many other tools do not support cross-field matching at all or only allow one cross-field pair per job. 

-Ability to use multiple scenarios in a single job. I like that I can identify duplicates across multiple scenarios all within a single job, as opposed to running a separate job for each scenario. 

-Displays potential duplicates to end users on view and edit pages. Duplicate Check comes with a custom component that shows the user potential duplicates based on the more elaborate matching rules that we are setting up in the app. The out-of-box matching and duplicate rules would not catch nearly all of these matches.

-Resources/documentation. Duplicate Check comes with a lot of articles, guides,  and how-to videos to help you get up and running with the program.

-Ease of doing business. It was easy to set up a discovery call and demo for Duplicate Check compared to other tools I considered. Duplicate Check also had the quickest response time when it came to answering questions and issuing a quote. 

-Helpful SDR. Linh Do was our SDR, and she is probably the best SDR I have worked with for any app. In addition to being prompt and clear, Linh did a great job understanding the details of our use case and tailored her demo to show how Duplicate Check could handle some of the trickier problems we would be facing. 

-Pricing/nonprofit discount. I was concerned that Duplicate Check would be out of our price range, but the product was very affordable, especially with the non-profit discount. We will save much more on employee time than we will spend per year on Duplicate Check.

**What do you dislike about Plauti?**

There isn't anything I dislike about Duplicate Check. However, the tool is so capable and sophisticated that it might be difficult for a new admin or an also-admin to use.

**What problems is Plauti solving and how is that benefiting you?**

We are using Duplicate Check for: 
-Identifying and merging large quantity of existing duplicate records
-Alerting users about potential duplicates on record view and edit pages
-Preventing duplicates from being created in the first place 

Reducing the number of duplicates in our system will make it easier for users to find the correct record when searching for data on a contact/account. The auto-merge feature will also help us save time manually reconciling duplicates.

  ### 8. Best-in-class duplicate management tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Andrew S. | Sales Operations Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 12, 2024

**What do you like best about Plauti?**

Duplicate Check does everything you would want from a duplicate management tool and then some.  It's quick to set up, highly customisable, and allows you to tailor a perfect balance between what you want to happen automatically, and what you want to have a set of eyes on first.  My favourite feature is the ability to set a value preference on a field-by-field basis - for example, on this [date] field, I want you to keep the latest value, but on this [date] field, I want you to keep the earliest value.

I once had an issue that Duplicate Check couldn't solve (because Salesforce doesn't support it, not because of a product short-coming), and rather than saying it couldn't be done, their support team went above and beyond and provided me with the code for a custom trigger that solved the problem.

**What do you dislike about Plauti?**

The pricing tiering could be a little more flexible - it makes big jumps at the top-end of record numbres.

**What problems is Plauti solving and how is that benefiting you?**

Salesforce's out of the box duplicate management rules are clunky and inflexible.  Duplicate Check allows us to analyse virtually any object of our choosing, set the amount of fuzziness we want about the rules for matching, balance the priority of fields used for matching, and then determine which values should be preferred on a field-by-field basis.

  ### 9. Fantastic addition to our Salesforce org

**Rating:** 5.0/5.0 stars

**Reviewed by:** Laura G. | Salesforce & Tech Stack Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** May 24, 2024

**What do you like best about Plauti?**

Duplicate check allows us to include our custom fields to determine a duplicate.
The matching logic is great and you are not limited.
We are working on a full database clean and cannot wait to get this up and running fully for all of our users

**What do you dislike about Plauti?**

So far, nothing, it has a range of features and everything is covered.

**What problems is Plauti solving and how is that benefiting you?**

Due to the nature of our business, we need to have duplicates. Duplicate check not only removes duplicates but allows us to select those that should remain. We can ring fence data in the searchs, whether it be by parent account or a simple custom field, we can be a picky as we like.

  ### 10. Plauti Data Management for managing processes of enterprise CRM a nice and good technical solution.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Cristian M. | BI Product Owner, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 29, 2024

**What do you like best about Plauti?**

The advantages of Plauti Data Management have primarily been time savings in routine data cleansing and quality tasks. On the other hand, it has been a good choice as an ally for Salesforce CRM security.


Plauti has been a tool that has encompassed both preventive and corrective tasks regarding data cleansing and ensuring information quality and security.

In terms of usability, it is quite user-friendly and adaptable to various levels of users. It is easily implemented and seamlessly integrates with other tools like Duplicate Check.


The frequency of usage within our organization is nearly daily, making the tool a permanent fixture and exhibiting good levels of UX/UI.

Corporately, customer support is a priority as there is a commercial interest in selling more and better, thus providing continuous support.

**What do you dislike about Plauti?**

As the main limitation, I have found difficulty in establishing data validation rules preventively.

**What problems is Plauti solving and how is that benefiting you?**

The tool is automatically solving CRM contact duplication issues both preventatively and correctively. Additionally, it currently resolves data quality processes in sales opportunities, adding value to the sales process and saving time for the sales staff.

Lastly, we also utilize the tool for corporate purposes to expedite the detection of data quality errors in processes that feed into corporate reporting in external tools.

  ### 11. Excellent software

**Rating:** 5.0/5.0 stars

**Reviewed by:** Michael R. | Small-Business (50 or fewer emp.)

**Reviewed Date:** January 18, 2024

**What do you like best about Plauti?**

Its duplicate scoring and advanced merge rules are best in class. I've looked into similar products, and Duplicate Check is the best all-around software for matching and merging SF duplicates. We particularily like the ability to select a master record based on customizable criteria, and the ability to set merge rules on a field-by-field basis. I worked with Linh, one of the reps at Duplicate Check, who demoed the product and showed me how to customize the software for our organization. She was incredibly helpful and professional, and made the product easy to implement. The trail period was very generous as well, allowing us to try out and benefit from all the features of Duplicate Check.

**What do you dislike about Plauti?**

The more advanced feature sets are prohibitively expensive for organiztaions with small budgets.

**What problems is Plauti solving and how is that benefiting you?**

It helped us to find and merge dupliate contacts and accounts with ease.

  ### 12. Duplicate Check for Salesforce is easy and nice

**Rating:** 3.5/5.0 stars

**Reviewed by:** Michelle B. | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 27, 2024

**What do you like best about Plauti?**

I like how you can create your own configurations for each object and also mulit object checking. Although we haven't branched out to using API or Rest API's i like how that is an avialable option.

**What do you dislike about Plauti?**

The one thing i don't like is the filtering options on the records to check

**What problems is Plauti solving and how is that benefiting you?**

we currently are using duplicate check for salesforce to run accross our lead - we have mulitple users and sometimes we have the same person (lead) in there twice, but need to be because they are prospects for each user - with the job filtering capabilities, we like how they will not show as duplicate leadsbased on matching only.

  ### 13. A solid tool for getting rid of dupes

**Rating:** 4.0/5.0 stars

**Reviewed by:** Gareth R. | Data Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 20, 2024

**What do you like best about Plauti?**

Flexible options on the tool itself and good customer service

**What do you dislike about Plauti?**

Admin around the job queue could be better

**What problems is Plauti solving and how is that benefiting you?**

Removing customer dupes

  ### 14. Duplicate check is an awesome tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Program Development | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 20, 2024

**What do you like best about Plauti?**

This is very helpful and no need to think of duplicate data in Salesforce if we have duplicate check add on

**What do you dislike about Plauti?**

Nothing for now, right now there is no dislikes

**What problems is Plauti solving and how is that benefiting you?**

We can restrict to input duplicate data in Salesforce by using customize configurations

  ### 15. Cross-object matching is superb in Duplicate Check, as I can easily map our leads & linked accounts

**Rating:** 4.5/5.0 stars

**Reviewed by:** Ramkumar N. | Salesforce Developer, Information Technology and Services, Enterprise (> 1000 emp.)

**Reviewed Date:** October 04, 2023

**What do you like best about Plauti?**

*  Duplicate Check allows us to create Data Validation rules for our customer data, ensuring data integrity in valid formats.

*  It enables standardization consistency for our leads which makes us to maintain proprietary naming conventions for our customer fields.

* Thanks to its seamless integration with Salesforce platform, we can evaluate our customer records within seconds.

*  We can also establish workflow automation for data quality checks and thereby improve the correctness of our lead information & validations.

**What do you dislike about Plauti?**

*  Duplicate Check platform is effective for performing data cleansing tasks and on adhering to the compliance standards of our customers.

*  So far the experience with Duplicate Check is satisfactory and it also allows us to include data audit columns to evaluate data quality & follow best practices.

*  Onboarding & implementation is straightforward, Duplicate Check ensures to bring all our customer-sensitive data in a centralized plane of view.

*  From its Dashboard, we can easily identify the data discrepancies, duplicate records and lead validations.

**What problems is Plauti solving and how is that benefiting you?**

*  Duplicate Check allows me to specify customized matching criteria for our leads management & quality assessments.

*  Through its automatic duplicate resolution and bulk merge options, we can conveniently merge duplicate records in our leads.

*  Its cross-object matching feature is helpful in indentifying all duplicate information across our Salesforce attributes without needing to switch multiple windows.

*  We can also establish custom alert notifications to all the stakeholders so that they are in sync with all the leads duplication removal, data quality checks & validation activities.

  ### 16. Great Duplicate Management Platform

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 14, 2024

**What do you like best about Plauti?**

Duplicate Check is flexible and can support custom objects as well as cross-object duplicate matches. Support is always very quick to reply and very helpful!

**What do you dislike about Plauti?**

As of now, there is nothing to note about poor capabilities.

**What problems is Plauti solving and how is that benefiting you?**

Duplicate Check helps our organization both identify and prevent insertion of duplicates. We use this tool across several objects (both standard and custom) and across objects (like lead-to-contact). Additionally, Duplicate Check provides robust features like flow actions. Using Duplicate Check flow action for record matching and conversion, in one flow we can find a matching account record and convert a lead into a contact, account, and create an opportunity where necessary.

  ### 17. Very customizable and great customer service!

**Rating:** 5.0/5.0 stars

**Reviewed by:** David G. | Team Coordinator, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 31, 2022

**What do you like best about Plauti?**

The tools are pretty straightforward and simple to use, yet very customizable to fit your needs. They are always improving the product and coming out with new features. They were super helpful with questions during setup and are always helpful and quick to respond if I run into any issues! I have been very satisfied with the product overall and I feel the pricing is fair and cheaper than many competitors.

**What do you dislike about Plauti?**

I really can't think of anything that I dislike.

**What problems is Plauti solving and how is that benefiting you?**

It is extremely effective for preventing and or removing duplicates for our SF org. It makes it easy to flag duplicates on a very granular level to fit any use case. It's much better than the stock Salesforce duplicate matching feature, which leaves much to be desired.

  ### 18. Must have tool for all Enterprise Salesforce Customers

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.)

**Reviewed Date:** May 23, 2024

**What do you like best about Plauti?**

Most Helpful:
1. The ease of use to set it up and then put it into execution
2. Easy way of migration to different environments
3. Different attributes to customize your Thresholds, Field Preferences, etc.

**What do you dislike about Plauti?**

I cannot think of anything right now where I dislike the Product.

**What problems is Plauti solving and how is that benefiting you?**

Checking for existing Duplicate records in Account and Contact Objects and then merging them.

  ### 19. My favourite Deduplication Tool for Salesforce

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 20, 2024

**What do you like best about Plauti?**

From streamlining processes and eliminating duplicate records. The interface is very user-friendly and it is easy to install and start using.

You also have the option of using automation through flow actions and auto merging to remove the manual work usually required during deduplicating records.

**What do you dislike about Plauti?**

There is nothing I dislike about Duplicate Check

**What problems is Plauti solving and how is that benefiting you?**

There were far too many duplicates in our system before I found Duplicate Check. Now I have a clean database that is perfect for any team to use without worrying about encountering a duplicate.

  ### 20. Lightning-ready app - simple and user-friendly

**Rating:** 4.0/5.0 stars

**Reviewed by:** Alex Z. | Salesforce Product Manager - ForeSight LoB at Panaya - Change Intelligence for Salesforce, Mid-Market (51-1000 emp.)

**Reviewed Date:** April 27, 2023

**What do you like best about Plauti?**

Lightning ready, fast learning curve since it is very simple and does the job it is intended to do - used it for phones and emails.

**What do you dislike about Plauti?**

Installation time and configuration difficulties

**What problems is Plauti solving and how is that benefiting you?**

Problem of lead data with issues of mismatch and errors following data load after events. Benefit of making our sales rep's life easier by providing correct data.

  ### 21. Excellent duplicate managment tool!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Ryan F. | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 15, 2023

**What do you like best about Plauti?**

The ability to fine tune the match criteria including the ability to weight the fields used in a match criteria, as well as the advanced logic such as fuzzy match, email specific matching and the ability to ignore and exclude frequently used words when matching addresses or names allows us to really fine tune our searches. We are able to schedule automated merge jobs based on slam dunk criteria such as 100% match on First Name and Email, and also set up jobs to find obscure potential matches using partial matches on First or Last Names, age, Mailing Address, Etc, that we can then review manually for those harder to find dupes, especially when we find matches using nicknames or typos in fields.

**What do you dislike about Plauti?**

The only improvement we would like to see would be the ability to add some if/and/or statements to the match criteria, we have been able to work around this using the filters and the exclude/ignore if null features in the match criteria.

**What problems is Plauti solving and how is that benefiting you?**

Beyond data quality the biggest advantage to Duplicate check is that it allows us to prevent duplicate communications being sent to contact in our CRM, especially when a duplicate is created at a different stage in the comm flow that matches an existing contact, we can prevent conflicting and duplicate messaging.

  ### 22. Great tool and an excellent team!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Tom A. | Director of Systems & Insights, Think Tanks, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 15, 2023

**What do you like best about Plauti?**

The tool has a broad spectrum of configurable options which make it very flexible and adaptable to our use cases. Duplicate management is always a nightmare in Salesforce and this is by far the best tool I've come across to identify and merge contacts based on disparate field matching. Our team were supported through the sales process by Linh Do - she was incredibly helpful and made the whole process seamless, finding us answers to all our questions and helping understand how to get the most value from the tool.

**What do you dislike about Plauti?**

While the breadth of configuration options is fantastic, it's also intimidating and somewhat impenetrable at first glance. It took us a while to understand the various panes of the tools and how they interacted - the tab ordering is different to the order you have to use them for example.

**What problems is Plauti solving and how is that benefiting you?**

We have various Salesforce integrations the necessitate us allowing duplicates to be created in Salesforce, unfortunately. Previously we manually idenfied these and merged them periodically but now we can accurately uncover them and automatically merge. Identifying them alone is a huge step as often it's not obvious they're duplicates as Contacts could have up to 7 email addresses. With Plauti, we're able to compare all emails across the fields on a record, find duplicates and merge.

  ### 23. Duplicate Check is the best product to merge records!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Daniel G. | Salesforce Product Owner, Enterprise (> 1000 emp.)

**Reviewed Date:** February 24, 2023

**What do you like best about Plauti?**

Duplicate Check is a perfect product to merge different records. It is easy and intuitive to use, and people can make various changes to the process using different actions such as Apex code or standard tool configuration.

**What do you dislike about Plauti?**

Sometimes the DC Local is working slower or uses a lot of RAM, causing the computer to slow down.

**What problems is Plauti solving and how is that benefiting you?**

DuplicateCheck is solving our problems with duplicate records. With that tool, we are merging right now manually, and in the future, we will do it automatically. It helped a lot.

  ### 24. Duplicate Check Usage

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 22, 2024

**What do you like best about Plauti?**

Controll over what gets labeled as a Duplicate along with the difference scenarios we can set and availability on custom objects.

**What do you dislike about Plauti?**

Record Limits are hard to gauge as a growing company, may have X amount of records at the time of purchase and then grow exponentally, requiring adjustments to the license.

**What problems is Plauti solving and how is that benefiting you?**

Duplicate merging on Records. Cleaning Data is much easier.

  ### 25. Great tool to identifying duplicate records

**Rating:** 5.0/5.0 stars

**Reviewed by:** Michael S. | Operations/Salesforce Admin, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 10, 2023

**What do you like best about Plauti?**

It's an easy add-on for Salesforce which can be easily configured.  It works with standard and custom objects.  Standard and custom fields can be used as criteria for identifying duplicates and you can easily set a weighted score for each.  When multiple criteria are set, an overall duplicate percentage score is calculated.  Additionally, there are LWC that can be implemented on pages showing the potential duplicate, as well as automation features to mass update/merge duplicates in bulk.

**What do you dislike about Plauti?**

The scoring of duplicate variables takes a little time to understand through trial and error, but once you get the hang of it, it's easy to grasp and update if needed.

**What problems is Plauti solving and how is that benefiting you?**

Our org had a problem with duplicate accounts and inbound leads coming through.  Since Duplicate check also works at identifying potential duplicates between leads and existing accounts, we've setup some simple rules that can easily identify those through their LWC on a record page.  Reps have the ability to identify and merge records if necessary.

  ### 26. Powerful tool for resolving duplicates in a Salesforce org

**Rating:** 4.5/5.0 stars

**Reviewed by:** Naveen G. | Founder/CEO, Mid-Market (51-1000 emp.)

**Reviewed Date:** May 23, 2023

**What do you like best about Plauti?**

Duplicate Check allows finding/fixing duplicate in two ways: a) Find and Merge- This is used to find duplicates in existing data.
b) Set up rules so new data inserted does not create duplicates. Both features are critical for Salesforce orgs. The rules for finding duplicates are easy to set up and are pretty powerful.
We have found the support team to be very responsive.

**What do you dislike about Plauti?**

Pricing is proportional to the data that is being merged. The app can be expensive for small businesses with a large volume of data in their Salesforce org. How ever most of our clients find the app quite affordable.

**What problems is Plauti solving and how is that benefiting you?**

Merging duplicates is a critical requirement in any CRM. The success of a Salesforce implementation can be hampered if the data has significant duplicates. We are a partner and are always looking for reliable duplicate management tools.

  ### 27. We recommend Duplicate Check to all our clients!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Sean R. | Small-Business (50 or fewer emp.)

**Reviewed Date:** August 08, 2023

**What do you like best about Plauti?**

Duplicate Check is by far one of the most intuitive and easy to use deduplication products we've used. We highly recommend it to our clients to manage duplicates.

**What do you dislike about Plauti?**

We would love to have access to more deduplication services through Plauti and/or their partners. Sometimes we need more experiece when helping our clients deal with large scale cleanup.

**What problems is Plauti solving and how is that benefiting you?**

Data cleansing. Data Health. Preventative measures. Due to the diverse nature in which Duplicate Check can be applied, we know we have consistent dupe matching and prevention rules in place for integrations, imports and live use.

  ### 28. Great Product. Excellent Customer Experience.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Justine M. | Enterprise (> 1000 emp.)

**Reviewed Date:** April 13, 2023

**What do you like best about Plauti?**

Customer experience is top tier. I cannot say enough good things about the customer success manager paired with our organisation. Bram's committment to the success of our team has been outstanding- he made the whole experience smooth.

**What do you dislike about Plauti?**

Learning the tool and adopting new terminology was an issue at the start. This took some time to overcome. A person with a more technical background/a better understanding of SFDC would have an easier time adapating to the tool. When it finally "clicked" it became a very user friendly experience.

**What problems is Plauti solving and how is that benefiting you?**

We have a massive amount of duplicate contacts and accounts that prevented us from truly utilising our data to it's fullest capabilities. We saw that key projects were impacted by the "bad data". Utilising this tool will allow us to do mass cleanse and validation actions that will in turn allow us to be more sucessful in marketing and data analytics.

  ### 29. Increased productivity and improved user experience

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Airlines/Aviation | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 09, 2023

**What do you like best about Plauti?**

It helps us keep our data accurate and obviously free of duplicates.  Compared to our previous experiences, we save a lot of time not having to hunt for the correct customer record in SalesForce.

**What do you dislike about Plauti?**

There is really no downside.  There are days where we receive numerous emails about duplicate entries and we need to decide how to handle each record. This is expected and welcome. End users are careful to better search for records before entering data to minimize their workload and avoid duplicate record notifications.

**What problems is Plauti solving and how is that benefiting you?**

It resolved a major problem we had with duplicate records.  End users would not spend the time to look for existing customer records before entering a new one. Since using Duplicate Check for Saleforce, the entire funnel works efficiently.

  ### 30. Easy to use to merge contacts, leads, and accounts software for Salesforce

**Rating:** 4.0/5.0 stars

**Reviewed by:** Andrew D. | Strategic Initiatives Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** May 30, 2023

**What do you like best about Plauti?**

Duplicate check is easy to install for your organization in Salesforce. It makes merging duplicate records simple and easy to do. It is very easy to quickly see multiple records that match and merge them without losing valuable information.

**What do you dislike about Plauti?**

The hardest part is keeping up with the search function and teaching users how which records need to be merged. Some instances, it is easier to for one team member to manage all of the searches.

**What problems is Plauti solving and how is that benefiting you?**

Duplicates for people using several different email addresses made it simple to use. We also had several different naming conventions that needed to be updated which did using duplicate check.

  ### 31. Plauti is easy to set up and use and the support is always there to support you in all challenges

**Rating:** 5.0/5.0 stars

**Reviewed by:** Biaf C. | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 24, 2023

**What do you like best about Plauti?**

The servicedesk of Plauti really goes far and beyond to make sure you are being assisted and helped with your functional requirements. I was trying to set up Plauti record validation (mobile check) in a flow so that after insertion or change of a mobile number within a record in Salesforce the number gets validation and standardized automatically. Joshua Euwijk from Plauti was able to help me really well and assisted in building a flow to accomplish my requirement. Joshua even went further and made sure that every technical issue I was facing during the configuration of this flow was being solved as soon as possible. Thank you Joshua.

**What do you dislike about Plauti?**

Unfortunately I was calling the phone number for 2 days but nobody was answering. But after emailing I receive a response within an hour!

**What problems is Plauti solving and how is that benefiting you?**

We are using Plauti record validation on Salesforce to standardize and validate the addresses and mobile numbers of the records that are being inserted by the end users. Next to that we are also using Plauti duplicate merge which allows our end users to merge records within duplicate check themselves.

Plauti assists us in keeping our data quality high

  ### 32. A great way to manage a large number of duplicates

**Rating:** 3.5/5.0 stars

**Reviewed by:** Tara W. | Application Support Coordinator, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 08, 2023

**What do you like best about Plauti?**

we were able to easily manage household accounts and add members to a household account.

**What do you dislike about Plauti?**

When merging contact records, there were some instances when the system would create an orphaned contact and household account records.
Setting up the parameters for finding duplicate Org Account records is a bit tricky, even with the Company "Frequent Words" is taken into account.

**What problems is Plauti solving and how is that benefiting you?**

allows us to clean up contact and household accounts.

  ### 33. The reference for a clean database in Salesforce

**Rating:** 5.0/5.0 stars

**Reviewed by:** Mario S. | Small-Business (50 or fewer emp.)

**Reviewed Date:** February 13, 2023

**What do you like best about Plauti?**

Data flows into your Salesforce database from everywhere. Social media, website (lead forms), external systems , ... and then I forget the manual data entry.  Duplicate Check can easily check where there are duplicates in your system, making it easy to merge leads from your website with an existing customer, for example. This small but powerful tool  makes you aware of your data quality.

**What do you dislike about Plauti?**

We have a link to an ERP system, so data flows directly to Salesforce, and then the Duplicate Check 'checks' that it is not potentially a duplicate. So this setup also checks if duplicates are created in the ERP system (via Duplicate Check in Salesforce) . Convenient would be if there is a real-time API that can send data back to the ERP system, to alert me that I am entering a duplicate. But that's really in the ideal world ...

**What problems is Plauti solving and how is that benefiting you?**

This tool is indispensable for avoiding duplicates.  When using Duplicate Check, our database of accounts and contacts decreased by 30%! That's how many duplicates were in the database !

  ### 34. DC is a game-changer for getting duplicates cleared out.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Nicole P. | Deal Desk Specialist, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 23, 2023

**What do you like best about Plauti?**

DC's ability to allow scheduled jobs, flexible match criteria and easy merging have made clearing out duplicates much more manageable. The Set for Merge feature that the staff uses to send jobs to the admin team is much better than the system we previously used, and the ability to pre-set Merge Rules is so helpful.

**What do you dislike about Plauti?**

I also wish there were a few more 'if-then' options for the Merge Rules, as many of our custom data fields affect how we determine which fields to keep or which account is the Master record. There was also a feature to delete a job from the details page that was removed; I'm not sure why, as I used this every time I cleared out the duplicates.

**What problems is Plauti solving and how is that benefiting you?**

Letting users send merge jobs to the admin team is far more efficient than our previous duplicate reporting methods. We've also gained efficiency by being able to schedule jobs that can auto-merge records based on thresholds. The jobs where we don't auto-merge are also incredibly helpful in finding duplicates that we can review and merge manually or with auto-merge.

  ### 35. Full featured at a reasonable price for a small business

**Rating:** 5.0/5.0 stars

**Reviewed by:** Mac M. | Staffing and Systems Sr. Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 23, 2023

**What do you like best about Plauti?**

I like the automatic check when importing new contacts. It gives me a table to review. I sort it by % match and review the lowest few, if all looks good I do an automatic merge.  You can set it up to do simple checks, or you can configure complex match and merge tables.  I like how granular you can get.  When doing a large project, I like being able to do local processing offline, it's very fast.

**What do you dislike about Plauti?**

The price tiers are based on the number of records in your database. That's not uncommon, but depending on the industry a small company could have a huge database.  We still found for us that it gave the best balance of performance and cost.

**What problems is Plauti solving and how is that benefiting you?**

We're a staffing company. We can't afford to have duplicate records, which leads to costly mistakes.  DC also makes doing bulk imports a breeze!

  ### 36. Duplicate Check from Plauti

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Health, Wellness and Fitness | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 08, 2023

**What do you like best about Plauti?**

Versatile and useful tool for Salesforce deduplication. Works across all objects, not limited to a few records, rich array of tools and developer plugins available. DC has been a huge benefit to the business. Exclellent help and support response is very quick.

**What do you dislike about Plauti?**

No downsides to report with our experience with DC so far.

**What problems is Plauti solving and how is that benefiting you?**

This helps us remove duplicate contacts and maintains ongoing data quality.

  ### 37. Great and affordable

**Rating:** 4.0/5.0 stars

**Reviewed by:** Michael E. | Business Systems Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 14, 2023

**What do you like best about Plauti?**

I love Duplicate Check Jobs and the ability to auto-merge and auto-convert when a specific threshold is reached. This really helps cut down on any potential duplicates entering our system overnight. The merge rules are also extremely helpful and how we can get granular on each individual field.

**What do you dislike about Plauti?**

The main pain point with Duplicate Check is the amount of resources it uses to run the jobs. Since SFDC only allows 5 apex jobs to run at any given time, sometimes DC can take up one of those spots pretty much all day, in order to go through all the records in SFDC. Creating your own scenarios is helpful but it is also just a guessing game. I wish there was a way to easily know what the best scenario is based on our environment instead of moving the weight bars and through a dart on the wall hoping the weighting is correct.

**What problems is Plauti solving and how is that benefiting you?**

Duplicate Check is identifying duplicates in our system which is very powerful and spreads across our org so end users can merge, automation can merge, and background jobs can merge. We have duplicates entering our system everyday, so DC helps us auto-merge and avoid any issues with duplicates and other connecting systems.

  ### 38. Duplicate Check gets the job done

**Rating:** 5.0/5.0 stars

**Reviewed by:** Tyler P. | CRM Manager, Higher Education, Enterprise (> 1000 emp.)

**Reviewed Date:** March 03, 2023

**What do you like best about Plauti?**

We use Duplicate Check to automatically identify identical records in our system and merge them. For that purpose, it does its job very well. The tool has a "set it and forget it" mentality.

**What do you dislike about Plauti?**

When creating jobs it is not possible to filter Objects by fields on their related records. To achieve our business needs with Duplicate Check we have to have fields and their values duplicated on multiple objects in our data model.

**What problems is Plauti solving and how is that benefiting you?**

We have a series of automated data loads that have new records upserted via apex classes/flows on a daily basis. 
While the above works well in most cases, there are edge cases where the apex classes/flows insert unwanted duplicate records. We found Duplicate Check to be an easy-to-use tool that can automatically merge the duplicate records created en masse.

  ### 39. Duplicate Check for SF review

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Import and Export | Small-Business (50 or fewer emp.)

**Reviewed Date:** February 22, 2024

**What do you like best about Plauti?**

it catches the duplicates so we don't have issues later

**What do you dislike about Plauti?**

creating rules can be confusing. I have to type to use all the characters in this quiz.

**What problems is Plauti solving and how is that benefiting you?**

solves duplicates, double entries

  ### 40. Easily Identify Duplicate Records

**Rating:** 4.0/5.0 stars

**Reviewed by:** Lindsay M. | Salesforce Administrator, Small-Business (50 or fewer emp.)

**Reviewed Date:** May 23, 2023

**What do you like best about Plauti?**

I love that I'm able to identify and automate actions for our duplicate records. This is a valuable tool in our tech stack that keeps our data clean.

**What do you dislike about Plauti?**

It can take some tweaking of the rules to get the right matches, but this part of the process really helps identify and match the correct records.

**What problems is Plauti solving and how is that benefiting you?**

This keeps our duplicate records to a minimum and helps our other linked data connect to the right records. No more searching for the most current record or the ones with the most completes information.

  ### 41. Detailed and precise once figured out

**Rating:** 4.0/5.0 stars

**Reviewed by:** Amber v. | Small-Business (50 or fewer emp.)

**Reviewed Date:** February 09, 2023

**What do you like best about Plauti?**

Detailed rules and possibilities make it easy to tailor to your organisation's needs. Rewriting all the merge rules takes time but eventually saves tons of time for everyone involved: better data quality and much less work to manually improve.

**What do you dislike about Plauti?**

When merging a big batch, even when checking manually beforehand, mistakes are easily made (especially for those of us still learning). For me, it also feels like a black box sometimes when my specialised colleague rewrites a rule, but I do not quite understand how Salesforce implements it.

**What problems is Plauti solving and how is that benefiting you?**

Quality of data concerning all our donors (be it private or business), thus improving our reports on the results and making it easier to approach donors using various channels which utilise their personal data. Correct reports on results are also of major importance to track our improvements.

  ### 42. better value for our needs than Demand tools

**Rating:** 4.5/5.0 stars

**Reviewed by:** Alex M. | Manager, Information Systems and Online Learning, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 01, 2023

**What do you like best about Plauti?**

support is very responsive to issues and gets back to us thoroughly and quickly.  Even though  they're in Europe that doesn't seem to affect response time

**What do you dislike about Plauti?**

UI is not quite as intuitive as demand tools.  Requires additional purchases  to keep up with our growing number of records

**What problems is Plauti solving and how is that benefiting you?**

Salesforce natively doesn't dedupe opportunities, and that was a business requirement for us.  With Duplicate check we can provide more accurate data to our customer service team

  ### 43. Great product and great support

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.)

**Reviewed Date:** August 08, 2023

**What do you like best about Plauti?**

I love the ease of use of the product and the ability to create and review scheduled deduplication jobs quickly.

**What do you dislike about Plauti?**

So far, you can not edit a scheduled job, if you want to change it you have to create a new one - but it is quick to do so.

**What problems is Plauti solving and how is that benefiting you?**

It is reducing the amount of time/effort it takes to do daily deduplication in our system, which allows us to spend more time providing more functionality.

  ### 44. Not the best

**Rating:** 2.0/5.0 stars

**Reviewed by:** Cory S. | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 08, 2023

**What do you like best about Plauti?**

It is helpful when actual duplicates are detected. It saves the team a ton of time and creates a first layer of defense when it comes to duplicates entering the system.

**What do you dislike about Plauti?**

It is not super intuitive, creating jobs is not the easiest, and creating scenarios is not very straightforward. The platform is a bit confusing, with too many options.

**What problems is Plauti solving and how is that benefiting you?**

When it works properly, it saves the team time by surfacing duplicate records that we then merge.

  ### 45. Amazing Tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jacob B. | Salesforce Administrator, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 23, 2023

**What do you like best about Plauti?**

I love how simple it can be getting set up and going while allowing very complex rules and checks. This tool's functionality makes this a must-have app for me in any Salesforce Org.

**What do you dislike about Plauti?**

Sometimes you will hit APEX limits depending on how large your org is, which becomes a small annoyance when trying to prevent duplicate records from being created in screen flows for users. It would be nice if it could track the limit, and right before it reaches it would display any results it might have found instead of failing completely

**What problems is Plauti solving and how is that benefiting you?**

Prevent duplicate records from being created and, as records are updated, have automated jobs to check for duplicates and merge or auto-merge when the threshold is met.

  ### 46. inexperienced user

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Education Management | Small-Business (50 or fewer emp.)

**Reviewed Date:** August 08, 2023

**What do you like best about Plauti?**

i like that it does exactly what it says it will do. it is easy to see possible duplicates and fairly easily merge them according to the criteria that you can see, side-by-side.

**What do you dislike about Plauti?**

not being familiar withthe software, it was difficult for me to set up the perimeters and values to run the checks on. it took a lot of time to figure out what thresholds to use and i needed help setting most of that up.

**What problems is Plauti solving and how is that benefiting you?**

it is removing volunteers that may have been entered with an acronym instead of the full business name and helping move students from one school to another when they advance a grade.

  ### 47. Dupe Check for Salesforce

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 31, 2023

**What do you like best about Plauti?**

Duplicate Check for Salesforce offers advanced duplicate detection capabilities with flexible matching rules, real-time and batch processing, customizable actions, reporting, and a user-friendly interface. It helps maintain clean and accurate data in Salesforce by preventing duplicate records and providing insights for data management.

**What do you dislike about Plauti?**

Dupe Check works only from Salesforce, also matching rules can sometimes be a bit confusing

**What problems is Plauti solving and how is that benefiting you?**

We're solving 2 main problems with Dupe Check for Salesforce:
1. Showing a component in Leads/Contacts/Accounts that look for potential duplicates and option to merge right within the record
2. Run on all existing data and look for duplicates and merge if needed

  ### 48. Duplicate check allows for a flexible method of finding and matching duplicate to clean data

**Rating:** 4.5/5.0 stars

**Reviewed by:** Rick C. | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 23, 2023

**What do you like best about Plauti?**

It has a very flexible method to detect duplicates. It allows you to also set default matching criteria. For example, you can set it to prefer one individual over others.

**What do you dislike about Plauti?**

I feel that it would work better with a way to make more complex matching rules. For example, being able to use a formula to match records or exclude them from the search would be helpful.

**What problems is Plauti solving and how is that benefiting you?**

It is solving the issue of us having a massive historical database that has not been cleaned up and has many duplicate records. It also allows me to merge records easily on the fly, much more convenient than the stock Salesforce method.

  ### 49. Great features for the right price

**Rating:** 5.0/5.0 stars

**Reviewed by:** Andy P. | Enterprise (> 1000 emp.)

**Reviewed Date:** February 21, 2023

**What do you like best about Plauti?**

The fact that their tool had what I was looking for: Mass Update, Edit and Delete options. Not only that, but they offered a wide range of possibilities and opportunities through their "Variables" menu, where you can optimize the query to do more than just a simple find and replace tool would.
Also, their customer service is speedy, accurate, helpful and reliable, which is very important for everyone nowadays.

**What do you dislike about Plauti?**

So far, in my testing, I did not encounter any flaws.

**What problems is Plauti solving and how is that benefiting you?**

I was looking for a tool that would enable me to have access to:
- mass edit
- mass update
- mass delete
- great customer service

  ### 50. The most complete solution for duplicates in Salesforce

**Rating:** 5.0/5.0 stars

**Reviewed by:** Russell H. | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 05, 2023

**What do you like best about Plauti?**

The ease of use, the quick processing time even with hundreds of thousands of records, and the tools and ability to have our end users participate in our efforts to keep a clean database.

**What do you dislike about Plauti?**

It can be expensive compared to the other tools, especially with price increases over the years, but the account rep/support staff was great in helping us out as much as they could.

**What problems is Plauti solving and how is that benefiting you?**

We have a "siloed" database, meaning each team has private contacts and related data that are only shared within their team, not the entire org.  Because of this data model, duplicates happen very often.  Duplicate check helps us keep it down to a minimum and also gives the user the power to assist us in the effort.


## Plauti Discussions
  - [How do I check for duplicates in Salesforce?](https://www.g2.com/discussions/how-do-i-check-for-duplicates-in-salesforce) - 1 comment, 1 upvote

- [View Plauti pricing details and edition comparison](https://www.g2.com/products/plauti/reviews?qs=pros-and-cons&section=pricing&secure%5Bexpires_at%5D=2026-05-15+00%3A32%3A10+-0500&secure%5Bsession_id%5D=72d8420e-e9dd-4c8b-9593-3d2df0962da3&secure%5Btoken%5D=cf6a8d8fa071d99bec4a02932d7a16681638bc81ce73665146383ef6cbcefee7&format=llm_user)
## Plauti Integrations
  - [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews)
  - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews)

## Plauti Features
**Data Integration**
- Data Export Tools

**Data Source Access**
- Breadth of Data Sources
- Ease of Data Connectivity
- API Connectivity

**Matching**
- Priority Matching
- Account Tiebreakers
- Fuzzy Matching

**Agentic AI - Salesforce AppExchange Apps**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**Agentic AI - Data Management Platform (DMP)**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Proactive Assistance
- Decision Making

**Data Analysis & Optimization**
- Audience Segmentation
- Standard Dashboards

**Data Interaction**
- Profiling and Classification
- Metadata Management
- Data Modeling
- Data Joining
- Data Blending
- Data Quality and Cleansing
- Data Sharing
- Data Governance

**Routing**
- Match and Route
- Multi-Objects
- Territories
- Working Hours

**Platform**
- Performance and Reliability
- Enterprise Scalability
- Internationalization

**Data Exporting**
- Breadth of Integrations
- Ease of Integrations
- Data Workflows

**Platform Operations**
- Service level Agreements
- Audit Logs
- Duplicate Match
- Capping
- Analytics
- Integrations
- Alerts & Notifications
- AI Lead Matching & Routing

**Functionality**
- Identification
- Correction
- Normalization
- Preventative Cleaning
- Data Matching

**Generative AI**
- AI Text Generation

**Management**
- Reporting
- Automation
- Quality Audits
- Dashboard
- Governance

**Generative AI**
- AI Text Generation
- AI Text Summarization

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