Vetted & Ranked
Best Vetted Data & Analytics Companies in 2026
✓ Independently vetted by the WhatiseBrokering team · 100 companies in this category · Last updated October 15, 2026
Every company below passed our vetting checklist — try before you buy or a real money-back guarantee, no fine-print returns, and a human you can reach. TrustScores reflect what we actually verified, not what companies claim.
AI-moderated interview platform that conducts, analyzes, and reports on qualitative research at scale.
Why we like them
✓Enables hundreds of simultaneous AI-moderated interviews in multiple languages and formats (video/voice/text)
✓Auto-generates interview guides, summaries, themes, quotes, and stakeholder-ready decks to reduce manual analysis
✓Pricing not publicly listed; demo booking required to access platform
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Converts plain English into Excel formulas, VBA macros, and charts in your browser.
Why we like them
✓Free sign-in includes 250 credits; additional credits cost $6.99
✓Downloading the finished .xlsx file is free
✓No install or Microsoft 365 needed—runs entirely in-browser, and files aren't stored
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Generates spreadsheets automatically from a text prompt using AI.
Why we like them
✓Prompt-based spreadsheet generation from a simple text input
✓No pricing or free-tier details listed on the site
✓Requires account sign-up to use the generator
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI that answers governance questions and updates entity records with source citations.
Why we like them
✓Pricing not publicly listed; demo required to get quote
✓Citation-backed answers link directly to source minute book documents for verification
✓Built into the core platform rather than a bolt-on AI layer over existing data
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI-powered camera and video platform for automated sports production, replay, and player analytics.
Why we like them
✓Automated multi-angle production with SmartTracker AI camera tracking (no operator needed)
✓Offers both fixed SmartCourt installations and portable, cable-free recording units
✓Includes AI highlight generation, match analytics, and instant replay/VAR tools for coaching and officiating
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
A governed knowledge layer that keeps company info accurate for both employees and AI tools.
Why we like them
✓SOC 2 Type 2 and HIPAA-ready with permission-aware AI, full audit trails, and DLP built in
✓Integrates with existing tools like Slack, Teams, and SharePoint rather than replacing them
✓Custom enterprise pricing; free templates available and a demo/sales call required for pricing details
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Browser-based AI annotation tool for fast image labeling using visual prompts instead of training models.
Why we like them
✓No installation required—runs entirely in the browser
✓One-shot visual prompting detects similar objects and batch-labels across images without fine-tuning
✓Compatible with common formats/platforms including Hugging Face, Roboflow, Label Studio, and FiftyOne
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
An open-source, local-first tool that lets you train your own AI model from your personal attention and context data.
Why we like them
✓Free and open source (source code publicly available)
✓Runs locally for privacy — no cloud data collection business model
✓Not yet released — download listed as 'coming soon'
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
An AI-driven platform from KGiSL for automating decisions, operations, and customer experience across industries.
Why we like them
✓Industry-specific modules for BFSI, insurance, retail, healthcare, manufacturing, and tech
✓Featured use cases include AI underwriting, fraud detection in claims, and automated tax form (K1/K3) processing
✓Pricing and free trial details not published; requires direct sales contact
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI agents that turn business data into forecasts, insights, and decisions.
Why we like them
✓SOC 2 Type II and ISO 27001 compliant, with a public trust center
✓Integrates with Slack and connects to existing databases; supports multiple export formats
✓Pricing not publicly listed—requires contacting sales; demo available before signup
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
A free browser-based toolkit for converting, viewing, and editing data files like CSV, Parquet, and GeoJSON.
Why we like them
✓Free to use with no account required
✓52 tools covering data, GIS, image, and audio/video formats
✓Browser-side processing means files stay local, no uploads
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Chat with your database in plain English to query, insert, and update data—no SQL required.
Why we like them
✓Free tier available (300 queries/month, 2 databases); paid plans from $39 to $149/month
✓Connects via connection string in seconds—no dashboards or setup required
✓Doesn't store your actual data; connection strings are hashed for security
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Turns sponsorship and campaign data into ROI reports that show what a brand partnership is actually worth.
Why we like them
✓Combines owned channel, earned media, and revenue data (ticketing, merch, promo codes) into one attribution view
✓Generates AI-driven, shareable ROI reports with a natural-language 'ask a question' interface
✓Pricing not publicly listed — demo required to get quote and access
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Chat with your files in plain language to get AI-generated analysis, visualizations, and insights.
Why we like them
✓Free tier with limited monthly messages; paid plans start at $19.99/mo (Basic) and $29.99/mo (Premium), with a 17% discount for yearly billing
✓25% discount for students and academics with an academic email
✓Data encrypted in transit/at rest and auto-deleted after 1 hour of inactivity (longer retention for Premium)
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Ask questions about your CSV data in plain language and get instant charts and insights, processed locally in your browser.
Why we like them
✓Pay-as-you-go pricing: $2.99 for a 1-Day Pass (200 asks, up to 1,000,000 rows), no subscription
✓Free tier available with 5 asks/day and 1,000 row limit
✓Local browser-based processing—no CSV data sent to servers
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI assistant that lets teams query business data in plain language, no coding required.
Why we like them
✓Connects to sources like Snowflake, BigQuery, MySQL, Salesforce, HubSpot, and ad analytics tools
✓No-code natural language querying aimed at non-technical business users
✓Available as a Chrome extension; demo required to access pricing details
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI assistant that turns natural-language text into UML diagrams, SQL scripts, and UI mockups.
Why we like them
✓Generates list/edit mockup forms, class diagrams, and SQL database scripts from text input
✓Demo available on-site; purchase requires direct request/contact
✓Results shown instantly on-screen or sent later via email, depending on processing complexity
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Analytics platform for monitoring, analyzing, and evaluating LLM-based conversational AI products.
Why we like them
✓Available as Cloud (quick setup) or Enterprise (on-premise, full data control) deployment
✓Pre-built SDKs for real-time data logging plus a search toolkit for identifying high-priority conversations
✓Pricing not publicly listed—requires contacting sales or booking a demo
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
An AI data analyst that queries your SQL database and turns plain-English questions into instant insights.
Why we like them
✓Free trial available; demo booking option for teams
✓Auto-detects database schema with no manual setup, plus autonomous PDF/interactive report generation
✓Offline desktop mode keeps query results local; no models trained on customer data
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI platform that automatically surfaces trends from customer feedback across support, surveys, and reviews.
Why we like them
✓Custom/enterprise pricing—no self-serve plans listed, requires a demo
✓SOC 2 Type II and GDPR compliant with SSO and automatic PII redaction
✓Used by enterprise teams like lululemon, Oura, and Perplexity for support and product insights
What we verified
—Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Run a data & analytics company that belongs here?
Apply — free listings for companies that pass vetting.