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Best Analytics Platforms - Page 17

Anindita Sengupta
AS
Researched and written by Anindita Sengupta

Analytics platforms provide a tool set for businesses to transform raw data into meaningful, actionable insights. They enable organizations to explore data, uncover trends, forecast future outcomes, and support informed decision making.

Unlike tools limited to reporting on past performance, analytics platforms often include advanced capabilities such as predictive modeling, statistical analysis, and machine learning (ML). These platforms are designed to be flexible and scalable, supporting a wide range of use cases across the business.

These platforms are used in nearly every business function, from marketing and sales to finance, operations, and HR, supporting both strategic planning and day-to-day performance monitoring. From data analysts and scientists to business stakeholders and executives, analytics platforms are used by a wide range of personas. While analysts focus on exploring data and generating insights, self-service tools now enable non-technical users to interact directly with data. IT teams support platform integration and security, reflecting the growing push to democratize data access and embed analytics into daily decision-making across the organization.

Analytics platforms support critical functions such as data blending and modeling, enabling users to combine data from diverse sources and build robust, interconnected data models. The visual outputs — dashboards, reports, and interactive charts — help users explore trends, drill down into granular details, and communicate insights clearly.

Unlike standalone data visualization tools, which are limited to presenting information, analytics platforms encompass the full analytical workflow. Many also offer advanced capabilities such as embedded analytics, natural language query, and augmented analytics, which leverage ML to automate insight discovery and make data exploration more accessible to a broader audience.

Analytics platforms and business intelligence (BI) software often work in tandem to support data-driven organizations. While BI tools focus on tracking and reporting historical performance through dashboards and key performance indicators (KPI), analytics platforms provide broader capabilities that support exploratory analysis and strategic planning. BI answers "what happened," while analytics platforms help users understand why it happened and what might happen next. Rather than replacing BI, analytics platforms complement it by enabling deeper insights and empowering a wider range of users across the organization.

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

Ingest and integrate data from a wide range of structured and semi-structured sources
Prepare and transform data using built-in tools for cleaning, enrichment, and formatting
Support connections to diverse data sources, including file uploads, databases, application programming interfaces (API), and SaaS apps
Enable users to model data relationships, join datasets, and explore data interactively
Offer tools to build meaningful business reports, dashboards, and visualizations
Allow creation and sharing of internal analytics applications or embedded insights across teams
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Featured Analytics Platforms At A Glance

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Zoho Analytics
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G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

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295 Listings in Analytics Platforms Available
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    FineBI is a self-service BI and analytics software, that enables swift deployment of BI analysis platforms throughout organizations. It empowers all members to independently process, analyze, and leve

    We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
    Industries
    No information available
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    No information available
  • User Satisfaction
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  • FineBI features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
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  • Seller Details
    Seller
    FanRuan
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

FineBI is a self-service BI and analytics software, that enables swift deployment of BI analysis platforms throughout organizations. It empowers all members to independently process, analyze, and leve

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
FineBI features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
FanRuan
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    GAINS Performance Optimization Platform for supply chain design and planning delivers rapid results by unlocking working capital, reducing operational costs, and improving service. With GAINS, supply

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Enterprise
    • 33% Mid-Market
  • User Satisfaction
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  • GAINSystems features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
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  • Seller Details
    Year Founded
    1971
    HQ Location
    Atlanta, Georgia, United States
    Twitter
    @GAINSystemsInc
    182 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    159 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

GAINS Performance Optimization Platform for supply chain design and planning delivers rapid results by unlocking working capital, reducing operational costs, and improving service. With GAINS, supply

Users
No information available
Industries
No information available
Market Segment
  • 67% Enterprise
  • 33% Mid-Market
GAINSystems features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
1971
HQ Location
Atlanta, Georgia, United States
Twitter
@GAINSystemsInc
182 Twitter followers
LinkedIn® Page
www.linkedin.com
159 employees on LinkedIn®
G2 Advertising
Sponsored
G2 Advertising
Get 2x conversion than Google Ads with G2 Advertising!
G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments.
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  • Product Description
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    This description is provided by the seller.

    Green is an AI Analyst that answers business questions in natural language, connects data across sources, and explains how it arrived at an insight. It understands context, reasons through information

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    No information available
    Market Segment
    No information available
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  • Green, the AI Analyst features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
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  • Seller Details
    Seller
    DecisionX
    Year Founded
    2025
    HQ Location
    Bangalore, IN
    LinkedIn® Page
    www.linkedin.com
    7 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Green is an AI Analyst that answers business questions in natural language, connects data across sources, and explains how it arrived at an insight. It understands context, reasons through information

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Green, the AI Analyst features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
DecisionX
Year Founded
2025
HQ Location
Bangalore, IN
LinkedIn® Page
www.linkedin.com
7 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Promotion Planning use case is a part of the Analytical Data Platform which implements cases when you need pricing prediction based on accumulated data such as price and discount catalogs.

    We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • User Satisfaction
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  • Grid Dynamics Analytics Platform features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
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  • Seller Details
    Year Founded
    2006
    HQ Location
    San Ramon, California, United States
    LinkedIn® Page
    www.linkedin.com
    4,296 employees on LinkedIn®
    Ownership
    NASDAQ: GDYN
Product Description
How are these determined?Information
This description is provided by the seller.

Promotion Planning use case is a part of the Analytical Data Platform which implements cases when you need pricing prediction based on accumulated data such as price and discount catalogs.

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Grid Dynamics Analytics Platform features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2006
HQ Location
San Ramon, California, United States
LinkedIn® Page
www.linkedin.com
4,296 employees on LinkedIn®
Ownership
NASDAQ: GDYN
  • Overview
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  • Product Description
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    This description is provided by the seller.

    Grid Vault: The Utility Data‑Warehouse & Analytics Platform for Modern Utilities Unlock real‑time insight from AMI, SCADA, IoT and enterprise data. Why Grid Vault * 60 % lower analyst effort,

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    No information available
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    No information available
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  • Grid Vault features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2017
    HQ Location
    Bengaluru, Karnataka
    Twitter
    @workongrid
    132 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    55 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Grid Vault: The Utility Data‑Warehouse & Analytics Platform for Modern Utilities Unlock real‑time insight from AMI, SCADA, IoT and enterprise data. Why Grid Vault * 60 % lower analyst effort,

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Grid Vault features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2017
HQ Location
Bengaluru, Karnataka
Twitter
@workongrid
132 Twitter followers
LinkedIn® Page
www.linkedin.com
55 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Hyperquery is an advanced data notebook designed to streamline the analytics and data science workflow by integrating SQL, Python, spreadsheets, and visualizations into a collaborative, user-friendly

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    Industries
    No information available
    Market Segment
    No information available
  • User Satisfaction
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  • Hyperquery features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2020
    HQ Location
    San Francisco, US
    Twitter
    @hyperquery
    874 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    7 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Hyperquery is an advanced data notebook designed to streamline the analytics and data science workflow by integrating SQL, Python, spreadsheets, and visualizations into a collaborative, user-friendly

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Hyperquery features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2020
HQ Location
San Francisco, US
Twitter
@hyperquery
874 Twitter followers
LinkedIn® Page
www.linkedin.com
7 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    watsonx BI is a business insights agent that helps unlock the value of your data and transforms it into clear, actionable insights to drive smart, fast decisions. It plugs into the tools you already u

    We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • User Satisfaction
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  • IBM watsonx BI features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    708,967 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    339,241 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

watsonx BI is a business insights agent that helps unlock the value of your data and transforms it into clear, actionable insights to drive smart, fast decisions. It plugs into the tools you already u

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
IBM watsonx BI features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
708,967 Twitter followers
LinkedIn® Page
www.linkedin.com
339,241 employees on LinkedIn®
Ownership
SWX:IBM
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Our vision is that companies will be able to identify cyber-attacks more efficiently without the need for high-level technical skills or expensive resources.

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    Industries
    No information available
    Market Segment
    No information available
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  • IDRIS features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
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  • Seller Details
    Seller
    ASSIMIL8
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Our vision is that companies will be able to identify cyber-attacks more efficiently without the need for high-level technical skills or expensive resources.

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
IDRIS features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
ASSIMIL8
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
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  • Product Description
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    This description is provided by the seller.

    Inform by Isogent connects your organization's data to you, so that you can make smarter, more informed decisions. Inform is a comprehensive software package that integrates Business Intelligence, Cu

    We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • User Satisfaction
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  • Inform by Isogent features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
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  • Seller Details
    Year Founded
    2010
    HQ Location
    Plano, US
    LinkedIn® Page
    www.linkedin.com
    50 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Inform by Isogent connects your organization's data to you, so that you can make smarter, more informed decisions. Inform is a comprehensive software package that integrates Business Intelligence, Cu

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Inform by Isogent features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2010
HQ Location
Plano, US
LinkedIn® Page
www.linkedin.com
50 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    InsightPro is an AI-powered business intelligence and decision-support platform that unifies internal KPIs, external benchmarks, and AI-generated forecasts to enable scenario planning, KPI benchmarkin

    We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • User Satisfaction
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  • InsightPro features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
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  • Seller Details
    Seller
    OptivaAI
    Year Founded
    2024
    HQ Location
    Gurgaon, IN
    LinkedIn® Page
    www.linkedin.com
    2 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

InsightPro is an AI-powered business intelligence and decision-support platform that unifies internal KPIs, external benchmarks, and AI-generated forecasts to enable scenario planning, KPI benchmarkin

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
InsightPro features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
OptivaAI
Year Founded
2024
HQ Location
Gurgaon, IN
LinkedIn® Page
www.linkedin.com
2 employees on LinkedIn®
  • Overview
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  • Product Description
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    This description is provided by the seller.

    Intellsys AdGPT is an AI-driven prescriptive advertising intelligence platform that helps businesses optimize their performance marketing decisions. The platform connects with over 200 ad data sources

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • intellsys AdGPT Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Analysis
    2
    Insights
    2
    Analytics
    1
    Performance Evaluation
    1
    Time-saving
    1
    Cons
    Slow Loading
    1
    Slow Performance
    1
    Update Issues
    1
  • User Satisfaction
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  • intellsys AdGPT features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2020
    HQ Location
    Gurugram, IN
    LinkedIn® Page
    www.linkedin.com
    116 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Intellsys AdGPT is an AI-driven prescriptive advertising intelligence platform that helps businesses optimize their performance marketing decisions. The platform connects with over 200 ad data sources

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
intellsys AdGPT Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Analysis
2
Insights
2
Analytics
1
Performance Evaluation
1
Time-saving
1
Cons
Slow Loading
1
Slow Performance
1
Update Issues
1
intellsys AdGPT features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2020
HQ Location
Gurugram, IN
LinkedIn® Page
www.linkedin.com
116 employees on LinkedIn®
  • Overview
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  • Product Description
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    This description is provided by the seller.

    World's first #1 agent driven revenue management platform. KRIBANA brings together creation, contracting, billing, renewal, and expansion into one intelligent system. Let agentic AI handle the work wh

    We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • User Satisfaction
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  • KRIBANA features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    KRIBANA
    Year Founded
    2026
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

World's first #1 agent driven revenue management platform. KRIBANA brings together creation, contracting, billing, renewal, and expansion into one intelligent system. Let agentic AI handle the work wh

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
KRIBANA features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
KRIBANA
Year Founded
2026
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
Entry Level Price:$49.00
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Welcome to the next generation of business intelligence where your business metrics aren’t just numbers but a powerhouse of intelligent insights at your fingertips. Dive into Kyligence Zen, your centr

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Kyligence Zen features and usability ratings that predict user satisfaction
    6.7
    Has the product been a good partner in doing business?
    Average: 9.1
    8.3
    Steps to Answer
    Average: 8.3
    8.3
    Reports Interface
    Average: 8.6
    8.3
    Calculated Fields
    Average: 8.4
  • Seller Details
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  • Seller Details
    Seller
    Kyligence
    Year Founded
    2016
    HQ Location
    San Jose, US
    Twitter
    @kyligence
    1,141 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    122 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Welcome to the next generation of business intelligence where your business metrics aren’t just numbers but a powerhouse of intelligent insights at your fingertips. Dive into Kyligence Zen, your centr

Users
No information available
Industries
No information available
Market Segment
  • 100% Enterprise
Kyligence Zen features and usability ratings that predict user satisfaction
6.7
Has the product been a good partner in doing business?
Average: 9.1
8.3
Steps to Answer
Average: 8.3
8.3
Reports Interface
Average: 8.6
8.3
Calculated Fields
Average: 8.4
Seller Details
Seller
Kyligence
Year Founded
2016
HQ Location
San Jose, US
Twitter
@kyligence
1,141 Twitter followers
LinkedIn® Page
www.linkedin.com
122 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Instant Analytics. Self-Service Business Intelligence. Advanced Analytics. No coding required. Unlock data value: get insights, predict better and achieve optimization. Templates and connectors avail

    We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • LOGIBLOX features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2021
    HQ Location
    Zurich, CH
    LinkedIn® Page
    www.linkedin.com
    4 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Instant Analytics. Self-Service Business Intelligence. Advanced Analytics. No coding required. Unlock data value: get insights, predict better and achieve optimization. Templates and connectors avail

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Industries
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LOGIBLOX features and usability ratings that predict user satisfaction
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Seller Details
Year Founded
2021
HQ Location
Zurich, CH
LinkedIn® Page
www.linkedin.com
4 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    LPA Software Solutions LLC (LPA) was organized in November 2014 by a group of members led by technology entrepreneur Jim Carrick.

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  • LPA Software Solutions features and usability ratings that predict user satisfaction
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  • Seller Details
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  • Seller Details
    HQ Location
    Gatineau, CA
    Twitter
    @LPASystems
    6 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,709 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

LPA Software Solutions LLC (LPA) was organized in November 2014 by a group of members led by technology entrepreneur Jim Carrick.

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
LPA Software Solutions features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
HQ Location
Gatineau, CA
Twitter
@LPASystems
6 Twitter followers
LinkedIn® Page
www.linkedin.com
1,709 employees on LinkedIn®