
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. Narratize records 3,434 monthly visits with -12.8% growth and Contact for Pricing pricing.

AI system of intelligence that turns product knowledge into faster launches
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | iris.ai | narratize.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 22.01K (22,006) | 3.43K (3,434) |
| MoM Traffic Delta | -8.52K (-27.9%) | -505 (-12.8%) |
| Primary Market & Share | 🇮🇳 India (19.7%) | 🇺🇸 United States (65.9%) |
| Direct Visits / mo | 8.76K | 1.34K |
| User Rating | 4.3 | 4.2 |
| 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.

AI system of intelligence that turns product knowledge into faster launches
A structured, connected knowledge base for every product that unifies systems-of-record data with expert input.
Pulls knowledge from PLM, ERP, CRM and documentation platforms so context is not lost between handoffs.
Ask, write, research and evaluate using a product's complete knowledge base with reusable document templates.
Answers and drafted documents cite their underlying evidence, supporting gate decisions and compliance work.

Free / Open-sourceThe AI workspace where teams and agents get work done together

Free / Open-sourceMoonshot AI's long-context assistant for research, coding, and agentic work
Free / Open-sourceMoonshot AI's long-context assistant for research, coding, and agentic work

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
Domain-specific AI for law firms, in-house legal teams, and professional services
Free / Open-sourceAI research assistant for evidence-based literature review and synthesis
Free / Open-sourceAI research assistant for evidence-based literature review and synthesis

SpecialistMultiplayer AI where people and agents work side by side
SpecialistMultiplayer AI where people and agents work side by side

Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction

Free / Open-sourceAgentic product management system for customer-driven roadmaps
Free / Open-sourceAgentic product management system for customer-driven roadmaps
Free / Open-sourceThe AI product manager for your entire team

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

SpecialistTurn videos and files into docs, courses, and AI-ready knowledge
SpecialistTurn videos and files into docs, courses, and AI-ready knowledge