AI Architecture
17 construction-native agents. Every decision traceable.
| Agent | Inputs | Outputs | Reasoning | Evidence | Approval |
|---|---|---|---|---|---|
| Estimating Agent | Plans · specs · quantities | Estimate range · risks | QTO + historic unit costs | Prior projects | Estimator sign-off |
| Scheduling Agent | Scope · resources · calendar | CPM · look-ahead | Constraint + resource logic | Schedule graph | Superintendent |
| Safety Agent | Photos · incidents · plans | Hazards · JHA | Vision + rulebook | Site imagery | Safety officer |
| Compliance Agent | Regs · docs | Gap report | Reg → doc mapping | Regulatory library | Compliance lead |
| Executive Agent | Portfolio signals | Briefings | Rollup + trends | Program data | Executive |
| Document Agent | All docs | Answers · summaries | RAG on ontology | Source docs | Owner |
| Knowledge Agent | Lessons + outcomes | Recommendations | Pattern → project fit | Historic patterns | PM |
| Risk Agent | Signals · issues | Risk register | Bayesian rollup | Signal history | Risk owner |
| Contract Agent | Contract · comms | Notices · obligations | Clause parsing | Contract text | Legal |
| Legal Agent | Claims · records | Position brief | Precedent match | Case + record | Counsel |
| Capital Agent | Capital plan · signals | Reallocation | Multi-year LP model | Program data | Capital committee |
| Asset Agent | Asset data · O&M | Renewal plan | Lifecycle model | Sensor + records | Facility lead |
| Procurement Agent | Specs · vendors | Sourcing | Best-value scoring | Vendor history | Procurement |
| Vendor Agent | Vendor perf | Ratings | Multi-dim scorecard | Delivery records | Procurement |
| Market Agent | Signals · macro | Market brief | Trend + causal | Signal set | Executive |
| Digital Twin Agent | Model · sensors | What-if | Physics + graph | Twin state | Operator |
| Operations Agent | FM data · tickets | Ops plan | Priority + capacity | Ops history | Facility manager |