# Best Predictive Analytics Tools and Software - Page 18

## How Many Predictive Analytics Software Products Does G2 Track?

**Total Products under this Category:** 299

### Category Stats (Aug 2026)

- **Average Rating:** 4.44/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Verint Voice of the Customer (+0.65%) - Among all products in this category, Verint Voice of the Customer recorded the largest rating increase compared to last month

_Last updated: August 07, 2026_

## How Does G2 Rank Predictive Analytics Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 31,800+ Authentic Reviews
- 299+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Predictive Analytics Software
 ![G2 Grid® for Predictive Analytics Software plotting products by satisfaction and market presence](https://www.g2.com/categories/predictive-analytics/grids.png?focus%5B%5D=1213&focus%5B%5D=7788&focus%5B%5D=1327283&focus%5B%5D=6073&focus%5B%5D=3558&focus%5B%5D=612&focus%5B%5D=20158&focus%5B%5D=4350)

Highlighted products: Tableau, Clari, SAS Viya, Google Cloud BigQuery, Adobe Analytics, IBM Cognos Analytics, Amazon QuickSight, and IBM SPSS Statistics.

Underlying data: [Grid® JSON](https://www.g2.com/categories/predictive-analytics/grids.json?focus%5B%5D=tableau&focus%5B%5D=clari&focus%5B%5D=sas-sas-viya&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=adobe-analytics&focus%5B%5D=ibm-cognos-analytics&focus%5B%5D=amazon-quicksight&focus%5B%5D=ibm-spss-statistics)

**Sponsored**

### Logility Solutions

Logility is a market-leading provider of AI-first supply chain management solutions engineered to help organizations build sustainable digital supply chains that improve people’s lives and the world we live in. The company’s approach is designed to reimagine supply chain planning by shifting away from traditional “what happened” processes to an AI-driven strategy that combines the power of humans and machines to predict and be ready for what’s coming. Logility’s fully integrated, end-to-end platform helps clients know faster, turn uncertainty into opportunity, and transform the supply chain from a cost center to an engine for growth.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=499&secure%5Bchosen_at%5D=2026-08-10T22%3A26%3A40Z&secure%5Bdisplayable_resource_id%5D=499&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=499&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1968&secure%5Bresource_id%5D=499&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fpredictive-analytics%3FhsCtaTracking%3D59ff82f1-4345-49a0-a6cc-23865c443e25%257Cf82c43fd-2d75-4271-b26a-ef01613ba3e1%26page%3D18&secure%5Btoken%5D=51937d682d88ab4c19c99bdd7fd268f99669f468357e7da188b3ef15219de64c&secure%5Burl%5D=https%3A%2F%2Fwww.logility.com%2Fl%2Fdigital-demo%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_campaign%3DLOC-ALL-PPL-2026-07-28-G2_Contact_Us_demo_Submission&secure%5Burl_type%5D=custom_url)

### [NLSQL AI Anomaly Detector](https://www.g2.com/products/nlsql-ai-anomaly-detector/reviews)

AI Anomaly Detector: Proactively Identifying Data Anomalies AI Anomaly Detector is designed to perform regular anomaly checks on your data. Upon detecting any anomaly, it notifies company employees, providing users with insights for further research and encouraging them to ask questions about the underlying reasons. This proactive approach ensures your team stays ahead of the curve, reacting faster to turbulent market conditions in today’s ever-evolving landscape.

#### Who Is the Company Behind NLSQL AI Anomaly Detector?

- **Seller:** [NLSQL Limited](https://www.g2.com/sellers/nlsql-limited)
- **Year Founded:** 2018
- **HQ Location:** London, GB
- **Twitter:** @nlsql  
69 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e157babb11fc74b360bbcb73f50676748c6c0566774e14360782df7aca07097b&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnlsql-com&secure%5Burl_type%5D=linkedin_company_website)  
10 employees on LinkedIn®

### [NOORAI Platform](https://www.g2.com/products/noorai-platform/reviews)

NOORAI is an AI-powered decision intelligence platform that helps organizations turn complex, fragmented data into clear, confident decisions. We unify enterprise and external data into a single environment, enabling teams to interact with their data conversationally, generate real-time insights, and move from analysis to action faster. With NOORAI, organizations can: - Integrate data across systems, APIs, files, and external sources - Interact using natural language - Generate AI-driven insights, dashboards, and reports - Forecast outcomes and run “what-if” scenarios - Assess the impact of market shifts, inflation, and macroeconomic trends on business performance - Automate analytics and decision workflows within a secure, enterprise-grade platform

#### Who Is the Company Behind NOORAI Platform?

- **Seller:** [NOORAI](https://www.g2.com/sellers/noorai)
- **Year Founded:** 2024
- **HQ Location:** Boston , US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7c570dc2c9c975106f92c715a410354643e69cba107cbe9aef73597d0907fa8a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnoorai%2F&secure%5Burl_type%5D=linkedin_company_website)  
11 employees on LinkedIn®

### [NXG Logic Explorer](https://www.g2.com/products/nxg-logic-explorer/reviews)

NXG Logic Explorer is a Windows machine learning package for data analytics, predictive analytics, unsupervised class discovery, supervised class prediction, and simulation.

#### Who Is the Company Behind NXG Logic Explorer?

- **Seller:** [NXG Logic](https://www.g2.com/sellers/nxg-logic)
- **Year Founded:** 2016
- **HQ Location:** Houston, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=40b4db2ab82a70fe2973c3b343fe92e3f8b4380da3f8b14a2385dce7673d08fa&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnxglogic-llc&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [onepredict](https://www.g2.com/products/onepredict/reviews)

OnePredict is an industrial AI company specializing in predictive maintenance solutions for critical industrial assets. Their flagship product, GuardiOne®, leverages advanced artificial intelligence and IoT technologies to diagnose equipment health, predict potential failures, and estimate the remaining lifespan of assets. By analyzing industrial big data—such as noise, vibration, electric current, and temperature signals—GuardiOne® aims to minimize downtime and reduce unnecessary maintenance costs, thereby enhancing operational efficiency and equipment utilization. Key Features and Functionality: - Comprehensive Asset Management: GuardiOne® offers specialized solutions for various industrial components: - GuardiOne® Motor: Provides AI-driven analysis and diagnostics based on electric current data from motors, facilitating efficient management and early detection of potential issues. - GuardiOne® Substation: Delivers predictive maintenance for transformers, utilizing extensive big data sets to achieve a diagnostic accuracy rate of 98%. - GuardiOne® Turbo: Employs deep learning techniques to diagnose and predict issues in turbomachinery by analyzing vibration data and operational factors. - Advanced Predictive Analytics: The platform analyzes diverse industrial data to provide high-accuracy diagnostics and failure predictions, enabling proactive maintenance strategies. - Digital Twin Technology: GuardiOne® creates digital replicas of physical assets, allowing for continuous monitoring and simulation to predict and prevent potential failures. Primary Value and Problem Solved: GuardiOne® addresses the critical need for reliable and efficient industrial operations by reducing unplanned downtime and maintenance costs. Traditional rule-based maintenance approaches often lead to unnecessary interventions or unexpected failures. By implementing GuardiOne®, industries can transition to a predictive maintenance model, ensuring timely interventions based on accurate diagnostics. This proactive approach enhances equipment reliability, extends asset lifespan, and optimizes overall operational efficiency.

#### Who Is the Company Behind onepredict?

- **Seller:** [onepredict](https://www.g2.com/sellers/onepredict)
- **Year Founded:** 2016
- **HQ Location:** Houston, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4f77d84f37fae30609eea3ed4587d982fbdeeb3fa6774204f67df95b51cc7255&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fonepredict-us%2F&secure%5Burl_type%5D=linkedin_company_website)  
18 employees on LinkedIn®

### [OPUS](https://www.g2.com/products/opus/reviews)

Internet-based insurance agent administration system for policy underwriting.

**Average Rating:** 4.4/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate OPUS?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10)

#### Who Is the Company Behind OPUS?

- **Seller:** [OMNIX Software Solutions](https://www.g2.com/sellers/omnix-software-solutions)
- **Year Founded:** 2006
- **HQ Location:** St Paul's Square, GB
- **Twitter:** @OMNIXSoftwareUK  
13 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=181ae404ea4adc82eed902e357662c96f615f1350186bea2240b6051319f2170&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F261399%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 54% Large, 31% Medium

#### What Are Recent G2 Reviews of OPUS?

**["4 years experience working in OPUS"](https://www.g2.com/survey_responses/opus-review-4936937)**

**Rating:** 4.0/5.0 stars

_— Ashley R._

[Read full review](https://www.g2.com/survey_responses/opus-review-4936937)

**["Best internet-based insurance agent administration system"](https://www.g2.com/survey_responses/opus-review-4934082)**

**Rating:** 4.5/5.0 stars

_— Said S._

[Read full review](https://www.g2.com/survey_responses/opus-review-4934082)

#### What Are G2 Users Discussing About OPUS?

- [How do I export data from Opus to excel?](https://www.g2.com/discussions/how-do-i-export-data-from-opus-to-excel)
- [Is there any free software available for FTIR analysis?](https://www.g2.com/discussions/is-there-any-free-software-available-for-ftir-analysis)
- [How do I use Opus Software?](https://www.g2.com/discussions/how-do-i-use-opus-software)
- [What does Opus Software Do?](https://www.g2.com/discussions/what-does-opus-software-do)

### [Orbital](https://www.g2.com/products/orbital-orbital/reviews)

Orbital is a Data Intelligence Agent that empowers business teams to unlock the full value of their data. With Orbital, users can automatically explore datasets, generate dashboards in seconds, and activate machine learning models — all through natural language, without writing a single line of code.

#### Who Is the Company Behind Orbital?

- **Seller:** [Orbital](https://www.g2.com/sellers/orbital)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Othello](https://www.g2.com/products/othello/reviews)

Augmenting sales calls in real-time, to maximize every seller's potential.

#### Who Is the Company Behind Othello?

- **Seller:** [Othello](https://www.g2.com/sellers/othello-cbd7c3db-46db-49df-b13a-7a9559b0a15a)
- **Year Founded:** 2025
- **HQ Location:** New York, NY, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0982933d492e50de4c3cd64ed7346440ec98d0bede82c8c219a76e0711dbe4f8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fothelloai%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

### [Perceptura](https://www.g2.com/products/perceptura/reviews)

Perceptura Platform is an autonomous business analytics and process optimization solution that creates digital twins of business operations to enable predictive insights and automated decision-making. The platform combines causal AI, process mining, and automated analytics to help enterprises understand, predict, and optimize their business processes without requiring data science expertise. The platform serves enterprise and mid-market organizations, particularly in financial services, manufacturing, and retail sectors, who need to move beyond reactive analytics to proactive optimization. It addresses key challenges like slow decision-making, missed opportunities, and the inability to extract strategic value from complex business data. Core capabilities include: - Automated data integration and cleaning across multiple business systems - Causal discovery that maps relationships between business processes - Predictive analytics that identify potential issues weeks in advance - Natural language data exploration for business users - AI-powered report generation and visualization - Real-time process monitoring and optimization The platform operates by first creating a digital twin of the organization's business processes by integrating data from various sources like ERPs, CRM systems, and operational databases. This digital twin continuously learns and adapts as business conditions change, automatically identifying causal relationships between different processes and metrics. Users can interact with their data through a natural language interface, while the system autonomously generates insights, predictions, and optimization recommendations aligned with defined business KPIs. What distinguishes the platform is its autonomous operation - rather than requiring users to manually analyze data or build models, the system automatically orchestrates the entire analytics journey from data integration to strategic recommendations. The platform handles both structured and unstructured data, enabling comprehensive analysis across all business processes. It includes enterprise-grade security features and can be deployed either in the cloud or on-premises to meet various compliance requirements. For analytics teams, this means moving beyond building dashboards to driving strategic value. For business users, it enables data-driven decision-making without requiring technical expertise. The platform continuously monitors business processes, predicts potential issues, and recommends optimization strategies, helping organizations transition from reactive to proactive operations management.

#### Who Is the Company Behind Perceptura?

- **Seller:** [Perceptura](https://www.g2.com/sellers/perceptura)
- **Year Founded:** 2024
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9b0b627bfb2a09fdf1df38bd0e0abe62ed1786b6d543991f4c9bcc432a8ca5d7&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Frootcauseai&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

### [Piano Analytics](https://www.g2.com/products/piano-piano-analytics/reviews)

Piano Analytics is an enterprise digital analytics platform that gives every team, not just analysts, complete and unsampled data across web, mobile, IoT, and offline channels, without writing a line of SQL. Banking, media, retail, and aviation companies, including Rabobank, BBC, Le Monde, AXA, and SBB, run on Piano Analytics to grow subscription revenue, personalize customer journeys, and prepare their data for AI. That combination of complete data and self-service access is what makes Piano Analytics a customer intelligence platform as much as an analytics one. Complete, unsampled data at enterprise scale Most analytics tools sample data or track it in fragments. Piano Analytics works from one trusted source of truth instead. - Captures every user event in real time across channels - Runs on an elastic data model built for unlimited events and up to 1,000 custom dimensions - Keeps data clean with built-in anomaly detection and Tag Inspector, ready to power both dashboards and AI applications. Self-service answers for every team Piano Analytics is also a self-service analytics platform. - Answers plain-language questions through Piano AI, no analyst required - Surfaces prebuilt dashboards built for each industry - Frees data teams to focus on deeper analysis while other departments move faster Turning customer intelligence into revenue - Grows subscription revenue through better audience and engagement data - Personalizes customer journeys across every channel - Prepares data infrastructure for AI initiatives Privacy and compliance built into the platform - Is the first analytics platform certified under EuroPrivacy in accordance with GDPR Article 42 - Also holds HIPAA and ISO 27001 certifications - Recovers usable traffic typically lost to consent gaps through its privacy-exempt measurement mode

**Average Rating:** 4.4/5.0

**Total Reviews:** 30

#### How Do G2 Users Rate Piano Analytics?

- **Has the product been a good partner in doing business?:** 8.1/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Piano Analytics?

- **Seller:** [Piano](https://www.g2.com/sellers/piano)
- **Company Website:** piano.io
- **Year Founded:** 2016
- **HQ Location:** Amsterdam, North Holland, Netherlands
- **Twitter:** @piano\_io  
1,432 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=57eef671ba769069b302bc98c9b62f841e7fbc1b914dd58b9f4b466d564e4064&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpiano-io%2F&secure%5Burl_type%5D=linkedin_company_website)  
776 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 53% Medium, 27% Large

#### What Do G2 Reviewers Say About Piano Analytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **rich real-time analysis** of Piano Analytics, appreciating its user-friendly and efficient interface.
- Users value the **responsive customer support** of Piano Analytics, enhancing their overall experience and satisfaction.
- Users enjoy the **ease of use** of Piano Analytics, finding it intuitive and accessible for all skill levels.
- Users value the **intuitive tools and reliable support** of Piano Analytics, enhancing their data analysis experience.
- Users highlight the **richness of analysis** and user-friendly tools in Piano Analytics, making data insights easily accessible.

##### Cons

- Users desire improved **visibility on the roadmap** of Piano Analytics to enhance their overall experience and anticipation.

#### What Are Recent G2 Reviews of Piano Analytics?

**["Granular Analysis and Flexible Reports"](https://www.g2.com/survey_responses/piano-analytics-review-12711807)**

**Rating:** 4.5/5.0 stars

_— Michel H._

[Read full review](https://www.g2.com/survey_responses/piano-analytics-review-12711807)

**["Tailored Reporting with Custom Metrics"](https://www.g2.com/survey_responses/piano-analytics-review-12610682)**

**Rating:** 4.5/5.0 stars

_— Jason C._

[Read full review](https://www.g2.com/survey_responses/piano-analytics-review-12610682)

#### What Are G2 Users Discussing About Piano Analytics?

- [What is AT Internet's Analytics Suite used for?](https://www.g2.com/discussions/what-is-at-internet-s-analytics-suite-used-for)

### [PIVOT AI-Powered MSP Analytics](https://www.g2.com/products/pivot-ai-powered-msp-analytics/reviews)

Pros Elite helps office technology providers, MSPs, and MPS dealers transform complex operational data into clear, actionable insight. With PIVOT, your data becomes a growth engine, not a bottleneck. Built specifically for the imaging and managed services channel, PIVOT delivers industry-first SOC 2 certified analytics, seamless ERP integration, and predictive benchmarking. The result is better service performance, stronger margins, and smarter decisions across your organization. We don’t just show you the numbers. We reveal what to do next. Dealers using PIVOT consistently outperform peers by 15 to 30 percent in EBITDA and service efficiency, gaining visibility into hidden opportunities that drive sustainable growth. The PIVOT Impact 500+ businesses empowered through data-driven leadership 20%+ average margin growth within 12 months 98% client retention

#### Who Is the Company Behind PIVOT AI-Powered MSP Analytics?

- **Seller:** [Pros Elite Group](https://www.g2.com/sellers/pros-elite-group)
- **Year Founded:** 2007
- **HQ Location:** Wesley Chapel, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1521580af6bbf0731279f5eebc250798e7affae493496bcda48828719c9d02f4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpros-elite&secure%5Burl_type%5D=linkedin_company_website)  
14 employees on LinkedIn®

### [PLANAMIND](https://www.g2.com/products/planamind/reviews)

Anamind helps companies build better planning and forecasting capability by offering suite of planning products, predictive and decision support analytics and education.

#### Who Is the Company Behind PLANAMIND?

- **Seller:** [anamind](https://www.g2.com/sellers/anamind)
- **Year Founded:** 2015
- **HQ Location:** Bangalore, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=30eb25f58e7c12f8de13bdd5aa7d3ff0854b596c0328a2b5e4b75b7450215e67&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fanamind%2F&secure%5Burl_type%5D=linkedin_company_website)  
26 employees on LinkedIn®

### [PredictionHero](https://www.g2.com/products/predictionhero/reviews)

PredictionHero provides a unified data and intelligence layer for prediction markets. We normalize and consolidate data across Polymarket, Kalshi, Limitless, Predict.Fun, and Opinion, then transform it into actionable signal: market-wide consensus probabilities, cross-platform divergence, indices, and real-time movement detection. Organizations use PredictionHero to access reliable prediction market data without building and maintaining integrations across fragmented sources, and to surface the event signals that matter through a single interface or feed. Ideal for media, research, and financial teams that treat real-money markets as a data source.

#### Who Is the Company Behind PredictionHero?

- **Seller:** [PredictionHero](https://www.g2.com/sellers/predictionhero)
- **Year Founded:** 2026
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a9d7c309163da87f5eac365e985bb7a6e5981af90d8a352d20b5dcf0b8bd7f5e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpredictionhero&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Predict-It](https://www.g2.com/products/predict-it/reviews)

Predict-It is a powerful analytical solution that monitors the health of critical process equipment. Predict-It’s anomaly detection modules cover all modes of operation, from start-up, through normal load, and shut-down. Highly accurate anomaly detection and correction of equipment degradation earlier in the development of faults help to keep your assets operating at higher availability, reducing ancillary damage, minimizing cost to repair while avoiding failures and lost revenue.

#### Who Is the Company Behind Predict-It?

- **Seller:** [Engineering Consultants Group](https://www.g2.com/sellers/engineering-consultants-group)
- **Year Founded:** 1992
- **HQ Location:** Akron, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5c9f04b3b6f4e327b4c480fe94e910be3fad904ea9b94bd1ee1d1ec6dbacdaef&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fengineering-consultants-group-inc-&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

#### What Are Recent G2 Reviews of Predict-It?

**["Marketing Department for ECG"](https://www.g2.com/survey_responses/predict-it-review-7495037)**

**Rating:** 5.0/5.0 stars

_— Verified User_

[Read full review](https://www.g2.com/survey_responses/predict-it-review-7495037)

### [Predictive Modeling](https://www.g2.com/products/predictive-modeling/reviews)

ADVIZOR specializes in offering world-class predictive modeling software fully integrated into interactive dashboards.

#### Who Is the Company Behind Predictive Modeling?

- **Seller:** [ADVIZOR Solutions](https://www.g2.com/sellers/advizor-solutions)
- **Year Founded:** 2003
- **HQ Location:** Downers Grove, US
- **Twitter:** @AdvizorSolution  
523 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=262535028b8acd219950b6bb795db5609cf397fbc20f9aca37012e30e7c241a9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F97638&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Predictive Modeling?

**["Predictive Modeling for Retention"](https://www.g2.com/survey_responses/predictive-modeling-review-7408897)**

**Rating:** 4.0/5.0 stars

_— Diana N._

[Read full review](https://www.g2.com/survey_responses/predictive-modeling-review-7408897)

### [Predictive Suite](https://www.g2.com/products/predictive-suite/reviews)

Predictive Suite is a computational intelligence software for data mining analysis and predictive modeling.

#### Who Is the Company Behind Predictive Suite?

- **Seller:** [Predictive Dynamix](https://www.g2.com/sellers/predictive-dynamix)
- **Year Founded:** 2013
- **HQ Location:** London, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f9bb9665e3efc8dcfccc49945f34f9c46c348c2a121332fcfb07ee4ba3f77244&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Forderry%2F&secure%5Burl_type%5D=linkedin_company_website)  
69 employees on LinkedIn®

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 ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry")
BB

Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)

Updated October 29, 2024

Predictive analytics software mines and analyzes historical data patterns to predict future outcomes by extracting information from data sets to determine patterns and trends. Using a range of statistical analysis and algorithms, analysts use predictive analytics tools to build decision models, which business managers can use to plan for the best possible outcome. Analysts, business users, data scientists, and developers all use predictive analytics solutions to better understand customers, products, and partners and to identify potential risks and opportunities for a company.

Predictive analytics platforms enable organizations to use big data (both stored and real-time) to move from a historical view to a forward-looking perspective of the customer. These tools and techniques can be deployed both on premise (usually for enterprise users) and in the cloud. While the majority of predictive analytics software is proprietary, versions that are based on open-source technology do exist. Recent trends in software for predictive analytics show its integration with [business intelligence platforms](https://www.g2.com/categories/business-intelligence-platforms), [ERP systems](https://www.g2.com/categories/erp-systems), or other [digital analytics software](https://www.g2.com/categories/digital-analytics).

To qualify for inclusion in the Predictive Analytics category, a product must:

- Mine and analyze structured and/or unstructured data 
- Create datasets and/or data visualizations from compiled data 
- Create predictive models to forecast future probabilities 
- Adapt to change and revisions 
- Allow import and export from office suites or other data-collecting channels 

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