Project inputs
- PDF Client brief.pdf
- CSV Revit object export.csv
- XLSX Finish schedule.xlsx
- PDF Lighting cut sheets.pdf
- XLSX FF&E schedule.xlsx
AI-first · graph-first · human-approved
AI has connected your brief, model objects, specs, cost fields, and handover records into one lifecycle graph.
128Brief requirements
1,842Model objects
326AI reviews
214Schedule rows
68Handover assets
BriefComplete · 92%
Model1,842 objects
Classify326 need review
Schedule214 rows
CostDraft baseline
Handover68 assets
Object graph preview
Selected object
Open Office Lounge
Programmed collaboration zone linked to pendant lighting, lounge seating, acoustic rug, finish schedule, cost baseline, and handover requirements.
AI review queue
Classify object as Pendant Light
- Category
- Lighting Fixture
- Suggested CSI
- 26 51 00 Interior Lighting
- Confidence
- 84%
- Source
- Revit family + lighting schedule
- Missing
- Manufacturer cut sheet · Warranty
Waiting for professional review.
All modules status
01 Property02 AI Brief03 AI Test Fit04 BIM05 Specs, FF&E06 Cost, Quantity07 Procurement, Submittals08 Construction Administration09 Closeout, COBie
Portfolio view
Project Dashboard
Track pilot projects, reviews, schedules, metadata gaps, and asset records.
Hudson Office TI
Commercial Interiors · DD
1,842 objects · 326 AI reviews · 214 rowsMiami Hospitality Fit-Out
Hospitality · SD
936 objects · 148 AI reviews · 88 rowsRetail Adaptive Reuse
Retail · CD
2,104 objects · 412 AI reviews · 301 rowsProject data intake
Upload Center
Static demo upload flow for briefs, Revit/SketchUp/IFC exports, schedules, PDFs, and handover documents.
Detected inputs
- Brief
- Rooms
- Model objects
- Product specs
- Cost fields
- Warranty/O&M requirements
Human-approved AI
AI Review Queue
Approve, edit, or reject high-risk AI recommendations before graph write-back.
Pendant Light Type P-03
Suggest lighting fixture · CSI 26 51 00 · 84% confidence.
Waiting for professional review.
Acoustic Rug AR-01
Suggest FF&E floor accessory · 78% confidence · source: schedule + brief.
Waiting for professional review.
Door Hardware DH-04
Missing closer, stop, finish, and warranty fields · 73% confidence.
Waiting for professional review.
Building Lifecycle Graph
Object Graph Viewer
Room, model object, product, spec, cost, procurement, task, issue, and asset records in one connected graph.
RoomsObjectsSpecsCostProcurementHandover
Specs + schedules
Live Schedules
FF&E, finishes, lighting, door/hardware, equipment, cost, procurement, and handover status remain linked to graph objects.
| Status | Room | Object | Product / Record | Manufacturer | Quantity | Cost | Lead Time | AI | Approval |
|---|
Pilot proof
Pilot Report
Before/after metrics for design partners, investor proof, and product tuning.
Module 01 · Feasibility Agent
Property & Space Due Diligence
Early project viability is scattered across leases, property records, code notes, site constraints, and owner assumptions.
AI capabilities
- summarize lease/RFP constraints
- extract address and site facts
- flag occupancy/use risks
- draft go/no-go memo
- create project risk register
Graph objects
Pilot output
Property & Space Due Diligence proof card
Static demo view for design-partner conversations. Connect this panel to backend APIs after the graph schema and real project dataset are ready.
Module 02 · Brief Agent
AI Brief & Program Builder
Client requirements live in notes, emails, RFPs, leases, PDFs, and meeting transcripts, causing scope gaps and re-entry.
AI capabilities
- extract client requirements
- generate room/area program
- infer adjacency requirements
- identify missing decisions
- draft client signoff package
Graph objects
Pilot output
AI Brief & Program Builder proof card
Static demo view for design-partner conversations. Connect this panel to backend APIs after the graph schema and real project dataset are ready.
Module 03 · Planning Agent
AI Test Fit & Concept Planning
Teams need fast options but current test fits rarely preserve structured data for downstream specs, cost, and handover.
AI capabilities
- generate layout options
- score options by area/cost/code risk
- check adjacency logic
- create design narrative
- convert options into graph records
Graph objects
Pilot output
AI Test Fit & Concept Planning proof card
Static demo view for design-partner conversations. Connect this panel to backend APIs after the graph schema and real project dataset are ready.
Module 04 · BIM Classifier Agent
BIM & Model Intelligence
Revit/SketchUp models often lack consistent classification, metadata, and downstream procurement/handover readiness.
AI capabilities
- ingest Revit/SketchUp/IFC objects
- classify elements
- map to IFC/CSI/OmniClass
- detect missing metadata
- generate model health report
- send uncertain elements to review queue
Graph objects
Pilot output
BIM & Model Intelligence proof card
Static demo view for design-partner conversations. Connect this panel to backend APIs after the graph schema and real project dataset are ready.
Module 05 · Spec Agent
Specs, FF&E & Product Library
Specification and FF&E information is manually assembled from models, supplier websites, PDFs, and spreadsheets.
AI capabilities
- generate FF&E/finish/lighting schedules
- extract product data
- map specs to model objects
- suggest alternates
- draft submittal requirements
Graph objects
Pilot output
Specs, FF&E & Product Library proof card
Static demo view for design-partner conversations. Connect this panel to backend APIs after the graph schema and real project dataset are ready.
Module 06 · Cost Agent
Cost, Quantity & Value Engineering
Cost impact is not visible quickly enough when design or specification changes happen.
AI capabilities
- create baseline quantities
- map costs to UniFormat/MasterFormat
- compare option costs
- flag escalation and lead-time risk
- suggest value-engineering alternates
Graph objects
Pilot output
Cost, Quantity & Value Engineering proof card
Static demo view for design-partner conversations. Connect this panel to backend APIs after the graph schema and real project dataset are ready.
Module 07 · Procurement Agent
Procurement, Submittals & Supplier Portal
Approved design choices do not reliably flow into RFQs, submittals, POs, delivery tracking, and substitution decisions.
AI capabilities
- draft RFQs
- compare supplier quotes
- summarize submittals
- flag long-lead risks
- recommend alternates
- track procurement status
Graph objects
Pilot output
Procurement, Submittals & Supplier Portal proof card
Static demo view for design-partner conversations. Connect this panel to backend APIs after the graph schema and real project dataset are ready.
Module 08 · Construction Agent
Construction Administration & Field Control
RFIs, field issues, photos, submittals, and changes are disconnected from the model/spec/cost context.
AI capabilities
- summarize RFIs
- link field issues to rooms/elements/specs
- draft response options
- analyze change impact
- create punch-list context
Graph objects
Pilot output
Construction Administration & Field Control proof card
Static demo view for design-partner conversations. Connect this panel to backend APIs after the graph schema and real project dataset are ready.
Module 09 · Handover Agent
Closeout, COBie & Owner Asset Graph
Owners often receive weak asset data, scattered O&M documents, and incomplete warranties at closeout.
AI capabilities
- extract O&M data
- parse warranties
- create asset register
- generate COBie-style exports
- create QR-linked owner portal
- flag missing handover data
Graph objects
Pilot output
Closeout, COBie & Owner Asset Graph proof card
Static demo view for design-partner conversations. Connect this panel to backend APIs after the graph schema and real project dataset are ready.