
Free / Open-sourceThe AI workspace where teams and agents get work done together
Dawiso records 16,820 monthly visits with -17.5% month-over-month growth and Contact for Pricing pricing. Iris.ai records 22,006 monthly visits with -27.9% growth and Contact for Pricing pricing.

Data catalog and AI context layer that keeps enterprise data trustworthy
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | dawiso.com | iris.ai |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 16.82K (16,820) | 22.01K (22,006) |
| MoM Traffic Delta | -3.57K (-17.5%) | -8.52K (-27.9%) |
| Primary Market & Share | 🇺🇸 United States (27.9%) | 🇮🇳 India (19.7%) |
| Direct Visits / mo | 6.8K | 8.76K |
| User Rating | 4.2 | 4.3 |
| Supported Platforms | Website | Website |

Data catalog and AI context layer that keeps enterprise data trustworthy
Scan warehouses, lakes, BI tools, business systems, and documents to populate one centralized catalog with column-level lineage and quality indicators — no pipelines required.
Capture and standardize metrics, terms, and calculations in a reviewed, versioned glossary so definitions stay current instead of drifting out of date.
Expose the same governed context to AI models and agents through an MCP server and APIs, with the same permissions and access rules humans follow.
Trace where data originates and how it is used across the estate, making impact analysis and root-cause investigation faster.
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.

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

Multiplayer AI where people and agents work side by side
Multiplayer 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

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

Decision infrastructure for governed enterprise AI agents
Decision infrastructure for governed enterprise AI agents

Enterprise AI coworker and no-code agent platform with zero-hallucination document grounding
Enterprise AI coworker and no-code agent platform with zero-hallucination document grounding

Free / Open-sourceAI answers for your data stack, grounded in governance, lineage and metadata
Free / Open-sourceAI answers for your data stack, grounded in governance, lineage and metadata