
Free / Open-sourceThe AI workspace where teams and agents get work done together
Iris.ai records 22,006 monthly visits with -27.9% month-over-month growth and Contact for Pricing pricing. Medullar records 0 monthly visits with 0% growth and Paid, Contact for Pricing pricing.

Private, secure AI workspace for your team's knowledge
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | iris.ai | medullar.com |
| Pricing Model | Contact for Pricing | Paid, Contact for Pricing |
| Monthly Visits | 22.01K (22,006) | 0 (0) |
| MoM Traffic Delta | -8.52K (-27.9%) | 0 (0%) |
| Primary Market & Share | 🇮🇳 India (19.7%) | 🌐 Global (—) |
| Direct Visits / mo | 8.76K | 0 |
| User Rating | 4.3 | 4.4 |
| Supported Platforms | Website | Website |
An expert AI harness that controls what a model reads and measures how it answers
Defines which documents and internal sources a language model may read, restricting answers to approved material.
Measures and records how an answer was assembled so outputs can be audited and reproduced.
Applies a decade of NLP work on technical literature and patents to interpret dense scientific language.
Turns unstructured documents and enterprise data into structured, AI-ready intelligence.

Private, secure AI workspace for your team's knowledge
Query many connected applications at once to surface data regardless of size, volume, or complexity, with results gathered in real time.
Turn static files into AI workspaces where teams refine, automate, and evolve insights without the risks of public LLMs.
Invite collaborators, manage access levels, and keep full oversight of every workflow while working in shared knowledge contexts.
End-to-end, military-grade encryption with a stated policy that your data is never moved or stored elsewhere.

Free / Open-sourceThe AI workspace where teams and agents get work done together
Free / Open-sourceReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
Free / Open-sourceReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.

Free / Open-sourceMoonshot AI's long-context assistant for research, coding, and agentic work
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Free / Open-sourceAI academic search engine for peer-reviewed science

Enterprise AI grounded in your company's own knowledge
Domain-specific AI for law firms, in-house legal teams, and professional services
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Free / Open-sourceAI research assistant for evidence-based literature review and synthesis
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Free / Open-sourceAI-powered knowledge base that turns documents into fast answers
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Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
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Free / Open-sourceYour files, notes and meetings in one drive — with an AI that knows all of it.
Free / Open-sourceYour files, notes and meetings in one drive — with an AI that knows all of it.

Superintelligence for work: an enterprise AI platform plus an AI-native learning system