Technical Briefing
How AI Should Touch Your Project Data
Direct Answer
Artificial intelligence should touch enterprise project data only through strictly permitted capabilities, with zero model training on customer records and mandatory human approval for every state change. Project governance requires deterministic guardrails, not unconstrained autonomy.
Zero Training on Private Records
Your engineering drawings, inspection logs, and subcontractor communications must never be fed into generalized foundation models. In PQMiS, tenant data is isolated and processed strictly within secure boundaries.
Permitted Tool Capabilities Only
The agent operates through declarative, constrained tool capabilities. It cannot execute arbitrary code or query external systems without explicit configuration and permission.
The Immutable Audit Trail
Every interaction between human users and the AI agent is recorded in an immutable ledger. When an auditor or client asks why a record was classified a certain way, the complete prompt history and human confirmation are immediately inspectable.