Analysts that watch the numbers for you — free to start, enterprise above.
Jedify Data Agents lets business and data teams build autonomous analysts in plain language: agents monitor metrics, investigate changes and run recurring analyses on demand, on schedule or on a condition, over Jedify's context graph with row-level permissions, reachable via MCP from Claude, ChatGPT or Slack.
Companies can start for free via the Agents Hub, per the launch release; enterprise pricing is not disclosed.
| Pricing | Freemium |
|---|---|
| Category | Business & Data |
| Company | Jedify |
| Best for | Business and data teams who want analysts that watch metrics and investigate changes on their own |
| Official website | jedify.com |
With business and data tools, accuracy beats cleverness. Check which data sources and apps the tool connects to out of the box, how fresh the data is, and whether numbers can be traced back to their source — an AI summary you cannot verify is a liability in a meeting. Visualisation should match your audience: executives need clean dashboards, analysts need the ability to drill down. Security and permissions matter as soon as real company data is involved, so look for role-based access and a clear data-retention policy. Finally, test with your messiest real dataset, not the demo: tools that shine on clean sample data often stumble on the spreadsheets businesses actually keep.
Jedify Data Agents lets business and data teams build autonomous analysts in plain language: agents monitor metrics, investigate changes and run recurring analyses on demand, on schedule or on a condition, over Jedify's context graph with row-level permissions, reachable via MCP from Claude, ChatGPT or Slack.
Jedify Data Agents offers Build autonomous analysts in plain language, Agents monitor metrics, investigate changes and run recurring analyses, Analyses run on demand, on schedule or on a condition, Built over Jedify's context graph with row-level permissions and Reachable via MCP from Claude, ChatGPT or Slack.
Jedify Data Agents follows a freemium model: a free tier is available, and paid plans unlock higher limits and advanced features. Check its official website for current plan prices.
Strengths of Jedify Data Agents include Analysts in plain language, not SQL tickets; Row-level permissions on the context graph; MCP reach from Claude, ChatGPT and Slack. On the downside, Enterprise pricing not disclosed; Launched 28 October 2026, so still early.
by Context Labs
Enterprise Context Engine that turns scattered operational and business data into a governed, traceable Context Package with verified lineage, runnable by any model inside the customer's own environment.
Best for: Enterprises that need AI answers traceable to governed, verified company data
Pricing: Paid
Limitation: Enterprise licence only — no self-serve tier mentioned
by Agnos
Local Windows cleaner for PDFs, Office and web before RAG or chatbots — strips repeated headers, footers, banners and duplicates, with the rule shown for every removal.
Best for: Windows users preparing messy documents for a chatbot, RAG index or training data
Pricing: Paid
Limitation: Windows only — no Mac or web version
by Voxel51
Multimodal data platform for physical AI: search, visualise, curate and label the image, video, 3D and sensor data behind robot models, then re-test.
Best for: Teams shipping physical AI who need to find, fix and re-test the data their models fail on
Limitation: No pricing on the official homepage
by Intrascope
AI control layer for companies: one workspace for 120+ models with admin access control, spend limits, shared manifests and 1,650+ connectors.
Best for: Companies whose teams use AI everywhere and need access, cost and knowledge under one control layer
Pricing: Paid
Limitation: Company-focused design — solo users get little from the admin layer
by EveryApp
Deploys open-source business apps (OpenSEO, OpenCRM, OpenAnalytics, OpenMail) into your own Cloudflare account — no per-seat fees, no public app address, and no app ever holding your API keys, since a gateway makes the calls.
Best for: Small businesses and agent builders who want open-source business tools in their own cloud account
Pricing: Open Source
Limitation: Only four apps so far (OpenSEO, OpenCRM, OpenAnalytics, OpenMail) — more are promised but not yet available
by RiskVantage
Explainable AI platform for enterprise contract negotiation — its neuro-symbolic engine grades every clause of an MSA, SaaS agreement, SOW or NDA against your own preferred, fallback and walk-away positions and drafts the redline as tracked Word changes, with every risk decision naming the rule that fired instead of coming from a language model
Best for: Enterprise legal and procurement teams negotiating MSAs, SaaS agreements, SOWs and NDAs
Pricing: Paid
Limitation: No public price — RVN is sold as seat-plus-volume SaaS, so pricing needs a sales conversation
