Model the business
Capture the objects, relationships, constraints and permissions that make the process what it is.
Type · Instance · Attribute · RelationAPPLICATIONS ON DEMAND
One business model.
Two operating surfaces.
MWFAI builds business applications that people use and AI agents can operate—without copying the business into a second, weaker system.
SOURCE OF TRUTH
BUSINESS
MODEL
MODEL
types · relations · rules
same transaction boundary
01HUMAN UIderived screens
02AGENT APIgoverned tools
permissions: enforceddry-run: availablestate: persistent
01 / THE SYSTEM
Software changes when the model changes.
Project the interfaces
Derive human screens and expose agent tools from the same live structure.
Reactor UI · MCP toolsGovern every write
Human gesture, agent call, import or scheduled job: each mutation reaches the same enforcement point.
Constraints · Rights · Transactions02 / EXECUTABLE EVIDENCE
A claim should have somewhere to fail.
permission_oracle.log2026 / gs-invoice
principalgestionnaire
human.deleteCONTROL ABSENT
agent.deleteWRITE REFUSED
invoice.stateUNCHANGED
✓
One permission, enforced at the write boundary.
The application withholds the gesture and rejects the tool call.
Business application
Invoicing, users, roles and live business data operated through the shared model.
Compliance artefacts
PDF/A-3 B and EN 16931 XML checked by independent validators.
Agent qualification
Models, tools and policies compared on actual tasks, with cost and failure recorded.
03 / ENGAGE
Three practical entry points.
START WITH THE WORK