Total Products under this Category: 603
Last updated: October 01, 2026
Why You Can Trust G2's Software 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.
Highlighted products: Microsoft Power BI, Tableau, Databricks, SAS Viya, Alteryx, Domo, Looker, and Sigma.
Underlying data: [Grid® JSON](https://www.g2.com/categories/analytics-platforms/grids.json?focus%5B%5D=microsoft-microsoft-power-bi&focus%5B%5D=tableau&focus%5B%5D=databricks&focus%5B%5D=sas-sas-viya&focus%5B%5D=alteryx&focus%5B%5D=domo&focus%5B%5D=looker&focus%5B%5D=sigma-computing-sigma&segment=all)
Knowage is open source business analytics software.
Average Rating: 4.0/5.0
Total Reviews: 1
"An Evaluation of Knowledge by a User with an Accounting Background"
Rating: 4.0/5.0 stars
— Nisha V.
LityxIQ delivers simplified AI for your entire team, empowering your enterprise to rapidly achieve true decision intelligence in a no-code platform. LityxIQ combines the power of automated machine learning with mathematical optimization. Built by data scientists, LityxIQ helps organizations of any size overcome resource constraints, while making your analysts and data science teams more efficient. LityxIQ stands apart from the competition by including a powerful blend of capabilities that cover the full analytics spectrum. Easy to implement and surprisingly affordable, cloud-based LityxIQ works seamlessly with the tools you already have, integrating easily with other systems, source data platforms, data lakes and data warehouses, as well as the leading visualization tools, such as Tableau and PowerBI. Services are offered on a subscription basis with license periods ranging from three months to multiple years. Our expert data science support gets you started and keeps you going with our dedicated Customer Success approach. Learn more and schedule a demo today at www.lityx.com
Average Rating: 4.5/5.0
Total Reviews: 1
"Excellent service and software support"
Rating: 4.5/5.0 stars
— Verified User in Apparel & Fashion
We specialize in developing systems for deep data analysis, encompassing data collection, integration, and cleaning, as well as model building and visualization. We help you implement innovations, make more grounded and correct management decisions to increase profit, lower costs, and prevent risks for both commercial and state-owned companies.
Average Rating: 5.0/5.0
Total Reviews: 1
Rating: 5.0/5.0 stars
— Ernest N.
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Malartu is a reporting platform for business advisors, their clients, and portfolios to distill actionable insights from financial and operational data.
Average Rating: 5.0/5.0
Total Reviews: 1
"Malartu - a good dashboard curator"
Rating: 5.0/5.0 stars
— Shaikh S.
MoreThanDigital Insights: Replace Guesswork with Certainty In business, ambiguity leads to costly mistakes and missed opportunities. MoreThanDigital Insights eliminates this uncertainty. We are the world's first full business diagnostics platform, giving leaders the complete 360° view they need to drive growth with confidence. --- WHAT IS MORETHANDIGITAL INSIGHTS? --- MoreThanDigital Insights is the first AI-powered platform that provides a complete, top-to-bottom health analysis of your entire organization. We go far beyond traditional tools that only tell you what happened. Our diagnostic engine tells you why it happened by pinpointing your precise strengths and weaknesses across every facet of your business. Our expert-developed framework analyzes up to 1400 unique business dimensions, providing a truly holistic view that connects the dots between : → Strategy & Innovation → Processes & Operations → People & Culture → IT & Technology → Data & Analytics → Customers & Experience → Financials & Key Metrics --- WHO IS IT FOR? --- Our platform is built to empower every business leader, regardless of company size or industry : → For SMEs up until Corporates and Company Groups: Get a complete picture of your corporate health. Use our group-wide diagnostics to break down silos, align departments, and build a data-driven strategy for the entire organization. → For Consultants: Supercharge your client analysis. Deliver deep, data-driven insights in a fraction of the time and build your recommendations on a 100% neutral, unbiased foundation to analyze clients effectively. → For Investors: Go beyond the balance sheet. Use our platform for comprehensive due diligence and portfolio health analysis to uncover hidden risks and opportunities in any investment. --- WHAT MAKES US DIFFERENT? --- We are the first and only platform to offer a truly complete business diagnosis with AI. → The First True 360° Business Diagnosis: We are the first platform engineered to analyze your entire business ecosystem. We integrate everything—Strategy, Finance, Operations, Culture, and Technology—into a single, interconnected analysis. → AI-Powered Peer Benchmarking: Our platform uses AI for advanced peer selection, providing a highly accurate, actionable comparison of your performance against relevant competitors. → Expert-Built & Fact-Based: Our diagnostic power comes from a deep library of over 1000 questions developed by more than 30 industry experts, ensuring a nuanced and credible analysis. → 100% Neutral & Independent: We have no hidden agenda. Our insights are unbiased, we don't sell your data, and we don't push follow-on consulting services, ensuring the analysis is a true reflection of your business. Stop guessing. Start knowing. Get started for free today and make your next big decision your best one.
Average Rating: 5.0/5.0
Total Reviews: 1
AI-generated summary from verified user reviews
"Powerful Business Insight Analysis tool for data-driven business insights"
Rating: 5.0/5.0 stars
— Francesco F.
Connecting Data to Power Wise Decisions Advanced Data Fusion, Visualization and Analytical Technology With 12 Web based visualization tools and mobile phone access without the need for internet access. The OWL Real-time Intelligence Algorithm compares, matches, links, and scores data records and data attributes in real-time from disparate data sources housed in OWL structured and/or unstructured databases or third-party databases accessed via API.
Average Rating: 4.5/5.0
Total Reviews: 1
"Owl Intelligence Platform Review"
Rating: 4.5/5.0 stars
— Arnel P.
PanBI is a solution that enables both business driven users and technology management to perform different types of data analysis, gain insights from analytics and engage via rich visualizations. It delivers capabilities by having the users not requiring to have IT or data science skills to provide big data to their organizations.
Average Rating: 4.5/5.0
Total Reviews: 1
"Astonishing dashboards maker"
Rating: 4.5/5.0 stars
— Saurabh R.
Rating: 5.0/5.0 stars
— Syed A.
Q-Sensei Logs is a fully fledged analytics solution for your event oriented streaming data supporting connectors for Apache Kafka, Confluent's Enterprise Platform and Schema Registry.
Average Rating: 4.0/5.0
Total Reviews: 1
Rating: 4.0/5.0 stars
— Sachin P.
Quiriz is an AI data analyst for your spreadsheets. Upload a file — Excel, CSV, TXT, or a PDF with data tables — ask a question in plain English, and get a clear, sourced answer in seconds. No formulas, no pivot tables, no SQL, and no waiting on an analyst. It handles the messy reality of real spreadsheets. Quiriz uses AI to find your true headers and skip the stray fragments that shouldn't be imported, so files that would trip up an ordinary tool still work. Ask anything your data can answer — totals, trends, comparisons, breakdowns, outliers — and Quiriz computes it against your actual rows and highlights the numbers that matter. Quiriz is built for teams, not just individuals. Any answer can become a shareable report — a frozen snapshot everyone reads from, so there's no arguing over whose spreadsheet is right. Group work into projects, discuss saved questions in threaded comments, and control who sees what at the dataset and project level. Connect a Google Drive or OneDrive folder and your data refreshes on a schedule, or update it just by emailing the new file in. Quiriz also meets your team where they already work: ask questions right inside Excel with the =QUIRIZ.ASK add-in, or @mention Quiriz in a Slack channel scoped to a specific project. And it stays honest — Quiriz answers only from your data and tells you plainly when something can't be answered, instead of guessing. Files are processed on enterprise-grade US infrastructure, and your original uploads are never permanently stored. Start free, no credit card. Upgrade when you need more. Key features (G2 has a features/bullets section): - Ask questions in plain English — no formulas, SQL, or pivot tables - Answers only from your real data — it won't invent numbers - Imports messy Excel automatically (AI finds headers, skips junk) - Upload Excel, CSV, TXT, or PDF tables; connect Drive/OneDrive folders - Shareable reports — frozen snapshots your team reads and discusses - Scheduled auto-refresh; update data by email or in Slack - =QUIRIZ.ASK() Excel add-in — answers right in the cell - Ask in Slack — per-channel, scoped to a project - Team-first: shared datasets, projects, threaded discussion, access control - US-based enterprise infrastructure; source files never permanently stored
Average Rating: 5.0/5.0
Total Reviews: 1
"Simple way to get AI data analyst"
Rating: 5.0/5.0 stars
— Verified User in Computer & Network Security
Research Rocket is an innovative platform designed to help entrepreneurs and startups validate their business ideas before investing significant time and resources into development. By leveraging a structured approach to market research and customer feedback, Research Rocket enables users to assess the viability of their concepts, identify potential challenges, and refine their offerings to better meet market demands. Key Features and Functionality: - Idea Validation Framework: Provides a step-by-step process to test and validate business ideas, ensuring they align with market needs. - Market Research Tools: Offers resources to analyze industry trends, competitor landscapes, and target audience preferences. - Customer Feedback Integration: Facilitates the collection and analysis of feedback from potential customers to gauge interest and identify areas for improvement. - Resource Optimization: Helps prioritize tasks and allocate resources effectively based on validation outcomes. Primary Value and Problem Solved: Research Rocket addresses the common challenge of startups investing heavily in unproven ideas by providing a systematic approach to validation. This reduces the risk of failure, saves time and money, and increases the likelihood of developing products or services that resonate with the target market. By ensuring that business concepts are thoroughly vetted before full-scale development, Research Rocket empowers entrepreneurs to make informed decisions and build successful ventures.
Average Rating: 5.0/5.0
Total Reviews: 1
"Perfectly Functional Tool for All My Research Formats"
Rating: 5.0/5.0 stars
— Ali H.
SightShark is a data and reporting platform that connects business data from 200+ sources, centralizes it in a customer-owned warehouse, and turns it into consistent dashboards, automated reports, monitoring, and AI-powered analytics. Built for agencies and businesses, SightShark helps teams eliminate repetitive data preparation and reporting while keeping their data, reporting logic, and infrastructure under their control.
Average Rating: 5.0/5.0
Total Reviews: 1
"SightShark Saves Hours with Reporting and a Great UI"
Rating: 5.0/5.0 stars
— Verified User in Marketing and Advertising
Sundial is an AI-powered analytics platform designed to transform how organizations make data-driven decisions. By integrating advanced artificial intelligence with expert analytical frameworks, Sundial enables users across various departments to access, interpret, and act upon complex data insights without requiring extensive technical expertise. At its core, Sundial functions as an agentic analytics platform that seamlessly integrates with existing data stacks and large language model (LLM) tools. This integration allows for rapid deployment and immediate value realization, eliminating the traditional delays associated with data modeling and dashboard creation. ([sundial.so](https://www.sundial.so/?utm_source=openai)) One of Sundial's standout features is its ability to perform complex analyses beyond simple metric look-ups. It proactively surfaces insights, even addressing questions users may not have considered, and communicates these findings through familiar channels such as Slack, Teams, and other collaborative platforms. This ensures that critical information is accessible within the workflows teams already use. ([sundial.so](https://www.sundial.so/?utm_source=openai)) Data quality and trust are paramount in Sundial's design. The platform includes agents that audit data quality, handle data modeling, and conduct in-depth analyses, ensuring that every team receives reliable insights. It also provides transparency by indicating the confidence level of its answers, helping users discern between guaranteed results and directional guidance. ([sundial.so](https://www.sundial.so/?utm_source=openai)) Sundial's AI platform comprises several key components: - **Context Layer**: Incorporates business context, domain knowledge, semantics, and the company's analytical model to provide relevant and accurate insights. - **Quality Agent**: Validates data quality and recommends additional data capture to enhance analysis. - **Modeling Agent**: Transforms raw data into clean, analysis-ready pipelines, facilitating efficient data processing. - **Analysis Agent**: Executes context-aware analyses using expert playbooks, delivering methodological and repeatable reports. - **Storytelling Agent**: Distills complex analyses into clear narratives and actionable recommendations, making insights comprehensible and actionable for decision-makers. ([sundial.so](https://www.sundial.so/?utm_source=openai)) Security and compliance are integral to Sundial's operations. The platform is SOC 2 Type II certified, HIPAA compliant, and offers self-hosting options to ensure that sensitive data remains within the organization's control. ([sundial.so](https://www.sundial.so/?utm_source=openai)) Sundial has demonstrated its effectiveness across various industries. For instance, OpenAI utilized Sundial to automate complex data engineering tasks, achieving comprehensive data visibility almost overnight—a process that would have otherwise taken months. Similarly, Gamma, a startup aiming to disrupt traditional presentation tools, leveraged Sundial to scale from hundreds of thousands to over 50 million users, achieving profitability with a lean team. ([sundial.so](https://www.sundial.so/openai-case-study?utm_source=openai)) In summary, Sundial empowers organizations to make faster, more informed decisions by providing a trustworthy, AI-driven analytics platform that integrates seamlessly with existing tools, ensures data quality, and delivers actionable insights through user-friendly interfaces.
Average Rating: 5.0/5.0
Total Reviews: 1
"A fast, transparent way to build governed metrics and stakeholder dashboards"
Rating: 5.0/5.0 stars
— Bharat S.
Teclaz is the AI analytics platform built for the 36 million U.S. small businesses that power the economy. While traditional analytics solutions require expensive consultants and engineering degrees, Teclaz offers self-serve dashboards that set up in minutes. We help you understand your users, increase engagement, and drive revenue by scoring conversion probabilities in real-time. Whether you are an owner/founder juggling multiple roles or a webmaster seeking simplicity, Teclaz provides the "why" behind your traffic. Start for free and upgrade as you grow because professional-grade insights should be accessible to everyone.
Average Rating: 5.0/5.0
Total Reviews: 1
AI-generated summary from verified user reviews
"Easy to Use, Quick to Implement, and Great for Tracking Website Traffic"
Rating: 5.0/5.0 stars
— Oliver B.
Enable your whole team to build reports, perform look ups, and get ad hoc answers from your data using a simple, intuitive query builder (or SQL). Easily create beautiful visualisations, dashboards and reports from your data: - export into your favourite formats - send alerts via email, Zapier or to Slack - share internally with your team - share with your customers via embedded dashboards Trevor uses a secure, read-only transaction, takes only 20 minutes to set up & is dbt compatible.
Average Rating: 4.5/5.0
Total Reviews: 1
Rating: 4.5/5.0 stars
— Verified User in Accounting
VenalyticsApp is a browser-based Decision Intelligence Platform designed to eliminate the "last-mile" data analysis bottleneck for modern business leaders. While enterprise systems (like HRMS, ERP, CRM, and Finance platforms) excel at storing data, extracting fluid, actionable answers to immediate business questions traditionally requires hours of manual spreadsheet scrubbing, pivot-table building, or waiting on heavily backlogged data engineering teams. VenalyticsApp bypasses this friction entirely. With a simple drag-and-drop framework, cross-functional managers in HR, Finance, Operations, and Procurement can input the standard, raw report exports they already generate daily. The platform instantly interprets the files and builds an interactive, multi-dimensional analytical model in seconds, compressing multi-hour manual workflows into immediate, data-driven decisions. What sets VenalyticsApp apart from traditional Business Intelligence (BI) tools is its unique, dual-layered architecture engineered for the modern enterprise: 100% Privacy-by-Design (Local-First compute): The single biggest barrier to leveraging analytics and AI is the risk of exposing sensitive personnel, financial, or operational data. VenalyticsApp executes 100% of its data parsing, cleaning, and multi-dimensional analysis client-side, entirely within the user's local browser runtime. Sensitive organizational records never leave the local machine, natively satisfying strict international data sovereignty frameworks like GDPR and CCPA. Upstream AI Token Optimization: Standard software architectures blindly pass raw, unformatted files into cloud Large Language Models (LLMs), leading to massive token waste, high latency, and unsustainable inference costs. VenalyticsApp features an intelligent pre-processing layer that filters and structures the data locally before any cloud AI interaction occurs. By heavily compressing the data payload at the browser level, the platform slashes AI token consumption and inference costs by up to 88%, providing a highly optimized, cost-efficient generative analytics experience. VenalyticsApp requires zero multi-month data warehouse implementations, zero complex API integrations, and zero centralized database infrastructure overhead. It provides non-technical corporate leaders with the autonomous, secure, and instant decision-making power they need to drive operational excellence.
Average Rating: 5.0/5.0
Total Reviews: 1
"Fast, Secure Local Analytics with Effortless Drag-and-Drop Excel Insights"
Rating: 5.0/5.0 stars
— venu g.
