Grounding
Grounding ties model outputs to verified sources — documents, graphs, MCP data — to reduce hallucination and improve auditor trust.
Grounding ties model outputs to verified sources — documents, graphs, MCP data — to reduce hallucination and improve auditor trust.
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In regulated enterprise AI
Citation-grounded answers are mandatory for coverage, credit, and compliance workflows. Grounding is enforced through retrieval policy and eval harnesses.
Grounding is essential for governed production AI — not optional for regulated deployments
Pilots that skip this discipline typically stall at proof-of-concept
Derisk360 implements through accelerators with embedded Forward Deployed Engineers
Unified context via MCP and knowledge graphs is Layer 01 of the 4-Layer Stack
Related resources
- Retrieval-Augmented Generation
What is Retrieval-Augmented Generation? RAG retrieves relevant documents at query time to ground LLM responses in enterprise knowledge.
- Knowledge Graph
What is Knowledge Graph? A knowledge graph structures entities and relationships so agents retrieve governed, explainable context.
- Context Is the New Oil for Agents
Unified context determines whether agents act correctly in regulated workflows.
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Common questions about Grounding
- What is Grounding?
- Grounding ties model outputs to verified sources to reduce hallucination and improve trust.
- Why does Grounding matter for enterprise AI deployment?
- Grounding reduces deployment risk and determines whether agents reach governed production in regulated environments. Without it, pilots stall and compliance teams block go-live.
- How does Grounding relate to the 4-Layer Intelligence Stack?
- Grounding maps to one or more layers — context, decisions, actions, or outcomes — in Derisk360's architecture for production agentic systems.
- How does Derisk360 implement Grounding?
- Through structured AI accelerators and embedded FDEs who implement grounding in your VPC — with evaluation and managed operations built in from day one.
- Is this a software product I can licence?
- No. Derisk360 is a services firm. You engage for production outcomes through accelerators and implementations, not shelfware.