AI Agent Techs
DataWeave-IQ
Autonomous Data Richness Intelligence for AI‑ready decisions
Is your data actually ready to support your AI ambitions?
Most enterprises have more data than confidence in what it can truly deliver.
An AI-Agent workforce that turns your Data Platform into Strategic Asset.
DataWeave-IQ builds a Data Richness Intelligence layer on top of your data platform — enriching data so it can support enterprise decisions, analytics, and the next generation of agentic AI systems.
Explore DataWeave-IQ
THE PROBLEM
Why AI Initiatives stall in the Enterprise
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AI initiatives stall due to hidden data gaps & data not being AI ready.
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Issues surface only after dashboards break or models fail.
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Teams chase symptoms instead of understanding what data is missing.
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Clean data still can’t answer real business questions or AI outcomes.
The problem isn’t lack of data.
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It’s lack of confidence in whether that data can power enterprise decisions or AI systems.
Clean Data is not the same as Useful Data
Most tools ask:
Is the data accurate and consistent?
Very few ask:
Can this data actually support the outcome we expect?
This is the difference between data quality and data richness—and it’s where most AI initiatives quietly break down.
Introducing
Data Richness Intelligence
Data Richness Intelligence defines a new intelligence layer above the data platform, built by a coordinated AI agent workforce and designed to enrich data so it can reliably support analytics, decision-making, and enterprise AI systems
Not just fixing data
Enriching data for AI
What DataWeave-IQ Actually Delivers
Data Richness Intelligence
DataWeave-IQ is an autonomous, AI agent workforce-driven data intelligence platform that continuously prepares data end-to-end, operating with business intent and context to ensure your data is ready for analytics and AI.
A coordinated workforce of AI agents powered by Data Richness Intelligence drives each stage of the loop—detecting, reasoning, acting, and learning in concert.
A System that improves your data on its own
DETECT
ISSUE
Find issue before they affect analytics
UNDERSTAND IMPACT
Prioritize based upon business impact
FIX &
VALIDATE
Automate remediation & confirm fix worked
LEARN & IMPROVE
Learn from user feedback & improve continuously
Every stage is powered by coordinated AI agents that understand business context, making intelligence proactive — not reactive.
Your data just doesn't get Rich
It get's smarter over time
The IQ Engines
Four intelligence engines. One shared brain.
1
RICHNESS-IQ
Determines whether your data can support business decisions and AI use cases — and enriches it accordingly
2
HARMONY-IQ
Connects fragmented data into an analytics-ready knowledge layer that strengthens richness to support enterprise AI systems
3
QUALITY-IQ
Continuously detects anomalies across completeness, accuracy, consistency, validity, and timeliness.
4
STANDARDS-IQ
Learns and enforces standards that stabilize and scale the intelligence layer for enterprise AI Operations
Together, they form a unified intelligence layer that turns data platform into a foundation for enterprise AI
WHAT THIS CHANGES FOR YOU
The Result
A self-sustaining, intelligence-driven data foundation that continuously compounds data richness, trust, and strategic value.
How teams react when they see DataWeave-IQ