Grounded AI
Your AI Knows the Internet. Does It Know Your Business?
Generic AI is trained on the world. It has never seen your customers, your pricing, your standards, or last year’s job that went sideways. Grounding is how you fix that: giving AI the right information — not unlimited access.
The difference
Generic answers versus company-specific answers
A generic assistant tells you what is generally true. A grounded assistant tells you what is true here — using your records, your rules, and your history.
Generic AI
Confident, plausible, and unaware of your business. Useful for drafting. Risky for decisions.
Grounded AI
Retrieves approved company information before answering, and shows where the answer came from.
What it connects to
The information your business already owns
Company knowledge bases
Policies, standards, and the approved way your company does things.
ERP and CRM
Jobs, orders, customers, costs, and history — the record of how the business actually ran.
Documents
Contracts, drawings, specifications, reports, and the files your teams already rely on.
Databases and dashboards
The structured operating data your reporting is already built on.
Two terms worth knowing
Plain definitions, no jargon
RAG
Retrieval-Augmented Generation
AI retrieves relevant approved information before answering, instead of relying on general training.
MCP
Model Context Protocol
A structured way for AI to connect to tools and business systems, so access is defined and controlled rather than improvised.
Control
Permissions and guardrails come before capability
Grounding is not about opening the vault. It is about deciding, deliberately, what AI is allowed to use.
Permissions
AI sees only what the person asking is allowed to see. Access rules come from your business, not the tool.
Approved sources
Answers are drawn from information you have signed off, so the business controls what counts as true.
Traceability
Answers point back to where they came from, so people can check before they act.
Boundaries
Some questions should not be answered by software at all. We define those explicitly.
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