Module 01gold
RFI / Submittal Copilot
Detects ambiguity, missing information, and technical mismatches. Drafts RFIs and flags submittals that may conflict with specs, drawings, or site conditions.
The AI Operations Manager
for live construction projects.
Rev C uploaded — Level 4 panel relocatedWhatsApp approval detected — access doorDrywall delivery clash on loading zone BSubcontractor AC-04 behind plan 2.3 daysMissing fire test report — handover riskRFI #218 response received — ambiguousScope gap — Section 08 10 00 not in BOQPermit renewal due in 9 daysOld revision photos flagged on L4Change order signal — extra access doorRev C uploaded — Level 4 panel relocatedWhatsApp approval detected — access doorDrywall delivery clash on loading zone BSubcontractor AC-04 behind plan 2.3 daysMissing fire test report — handover riskRFI #218 response received — ambiguousScope gap — Section 08 10 00 not in BOQPermit renewal due in 9 daysOld revision photos flagged on L4Change order signal — extra access door
Chapter 01 · The problem
Your project is already screaming.
Drawings, WhatsApp, RFIs, daily reports, emails, schedules, submittals, invoices, photos. Every live project generates hundreds of signals a day. The problem isn’t a lack of data — it’s that nobody connects the dots in time.
Chapter 02 · The layer
One agent sits above the mess.
It doesn’t replace your tools. It connects to every source — Procore, Autodesk Build, WhatsApp, email, drawings, schedules, BIM, ERP — and watches what changed, building a living picture of the project no single tool can give you.
Chapter 03 · The loop
scroll →Observe → Detect → Decide → Act
01 · watch everything
Observe
The agent connects to drawings, contracts, BOQ, RFIs, submittals, email, WhatsApp, meeting minutes, daily reports, delivery notes, invoices, schedules, BIM, ERP, inspection reports, and site photos.
02 · find what changed
Detect
It identifies revision changes, scope drift, missing approvals, delayed subcontractors, material clashes, equipment waste, recurring defects, permit risk, handover gaps, and claim opportunities.
03 · recommend the move
Decide
It recommends the next step: open an RFI, draft a change order notice, escalate a delay, move a delivery, block old-revision work, schedule a coordination meeting, request missing handover documents.
04 · draft · await approval
Act
The agent never sends official communication without approval. It drafts the action, shows evidence, explains impact, and waits for human confirmation. Full audit trail stored.
Chapter 04 · The lenses
Twelve lenses onexecution.
Each module is a way of seeing the project — built for the messy reality where decisions live across drawings, PDFs, WhatsApp, emails, meetings, schedules, photos, and spreadsheets.
Module 01 Problems:
Unanswered RFIs delaying the concrete pour
Submittal specs mismatching the actual drawings
Ambiguous contractor requests ignored for weeks
Module 02 Problems:
Unapproved extra work built without signatures
WhatsApp changes lost in group chat history
Unbilled out-of-scope tasks leaking contract margin
Module 03 Problems:
Crews building walls using old Rev B sheets
No one knows which rooms changed in the new PDF
Drywall rework cost because of late architectural updates
Module 04 Problems:
Drywall trucks arriving with no crane to unload
Materials ruined in the rain due to lack of space
Crew sitting idle waiting for rebar to arrive
Module 05 Problems:
Unused rental forklifts sitting idle costing $500/day
Two subs fighting over the main tower crane booking
Rentals kept on site weeks after work finished
Module 06 Problems:
Manpower shortages discovered only at the end of day
Subs claiming 20 workers when only 12 showed up
Rework bottlenecks not flagged in daily reports
Module 07 Problems:
Hiring a sub that is already behind schedule elsewhere
No clear history of punch list delays per contractor
Discovering insolvency risk when it's too late
Module 08 Problems:
Punch items tracked on coffee-stained paper notebooks
Rework disputed because of missing photographic proof
Inspector walks site and finds 50 undocumented defects
Module 09 Problems:
Chasing warranty papers 6 months after handover
Lost test reports delaying temporary occupancy permits
Scattered documents in 15 different email threads
Module 10 Problems:
Failed inspection because of missing fire permits
Forgetting municipal occupancy check dates
Utility connection delayed due to form mismatches
Module 11 Problems:
Subcontractor claiming 'not my scope' for cleanup
Bid documents and drawings specifying different materials
BOQ missing key foundation items causing disputes
Module 12 Problems:
Client claiming 'I never approved that WhatsApp revision'
Chasing emails from former employees to prove a change
No record of verbal agreement during site walk
Module 02clay
Change Order Detector
Finds work that may be outside contract scope before money is lost. Connects WhatsApp approvals, revised drawings, emails, daily reports, and contract scope.
Module 03gold
Drawing Revision Impact Analysis
Compares new revisions against previous drawings and explains operational impact: affected trades, floors, materials, schedule risk, and rework exposure.
Module 04sage
Material Delivery Coordination
Matches deliveries with site readiness, storage space, crane/forklift availability, crew availability, access constraints, and planned work.
Module 05rust
Equipment & Rental Optimization
Detects underused rented machines, crane conflicts, forklift idle time, access clashes, and unnecessary rental cost leakage.
Module 06sage
Crew Productivity & Attendance Intelligence
Turns daily reports and attendance into operational insight. Flags manpower shortages, planned-vs-actual gaps, and repeated bottlenecks — without becoming a punitive surveillance tool.
Module 07clay
Subcontractor Risk Score
Creates a live risk profile for each subcontractor based on delay patterns, punch list density, manpower reliability, safety events, change order disputes, and quality history.
Module 08gold
Field Quality & Punch List Automation
Uses site photos, videos, and inspector notes to suggest defects, create punch items, assign responsibility, and track recurring quality issues with human confirmation.
Module 09sage
As-Built & Handover Automation
Collects final drawings, revision history, warranty documents, test reports, maintenance manuals, approved submittals, inspection results, and photo evidence throughout the project.
Module 10rust
Permit & Inspection Copilot
Tracks permits, fire approvals, environmental documents, inspection dates, occupancy requirements, utility connection approvals, and missing municipal documents.
Module 11clay
Scope Gap Detector
Compares bid documents, contracts, BOQ, specifications, and drawings to find missing responsibilities before they become disputes or margin loss.
Module 12gold
Site Communication Memory
Turns scattered project communication into searchable decision memory. Finds who approved what, when, where, and with what evidence.
Chapter 05 · The risks
The risks humans missuntil it is too late.
Four real moments. Each one a signal the agent catches while there is still time to act.
Old revision riskSCN-01
Crew builds to a superseded drawing
Signal. A subcontractor uploaded progress photos showing installation based on Rev B, while Rev C was issued 3 days ago.
Action. Stop related work, notify affected trades, and open coordination task.
→ Avoid rework, delay, and dispute over responsibility.
Change order leakageSCN-02
Extra work starts without a notice
Signal. A WhatsApp message from the client requested an additional access door. Daily report shows work already started. Contract scope does not include it.
Action. Draft change order notice with evidence from WhatsApp, daily report, and drawing markup.
→ Protect revenue before the work becomes impossible to claim.
Material delivery clashSCN-03
Two deliveries fight for one loading zone
Signal. Drywall delivery is planned for 08:00 tomorrow. Same loading zone is booked for mechanical equipment unloading.
Action. Move drywall delivery to 11:30 or assign alternative unloading zone.
→ Avoid truck waiting time, crew downtime, and site congestion.
Handover riskSCN-04
Turnover package quietly incomplete
Signal. Project is 82% complete. Fire test reports, O&M manuals, equipment warranties, and approved final submittals are missing from the handover package.
Action. Create handover chase list by subcontractor and document type.
→ Reduce last-month chaos and accelerate project closeout.
Chapter 06 · The handoff
AI drafts.Humans approve.
Construction communication is contractual. The agent never sends an official RFI, change order notice, or client email on its own. It assembles the draft, attaches evidence, explains impact — then waits.
01Detected signal02Evidence attached03Impact explained04Draft created05Human reviews06Action sent07Audit trail
✓ Draft sent · full audit trail stored · approver logged
Chapter 07 · The trail
Every recommendationneeds evidence.
The agent is never a black box. Every alert links back to the exact documents, messages, drawings, and approvals that produced it — defensible in claims, disputes, and closeout.
ApproveEditAssignDismissRequest more evidence
Chapter 08 · The payoff
Built for margin,not vanity.
The agent observes and recommends. It drafts actions, stores evidence, and keeps humans in control — giving project teams a live operational radar, not another dashboard.
Operational Payoff Simulator (Active)
Protect margin before scope becomes dispute.
Every change has consequences. The agent surfaces them in time to act — and to protect revenue, schedule, quality, and handover.
0
sources
0
modules
0
auto-sent
Different teams. One shared operational memory.
PM
Role · 01
Project Manager
Daily risk briefing, subcontractor follow-ups, schedule threats, and coordination priorities.
SE
Role · 02
Site Engineer
RFI suggestions, drawing revision alerts, old-revision warnings, and field issue summaries.
CM
Role · 03
Commercial Manager
Change order detection, scope gap alerts, claim evidence, and cost leakage signals.
QM
Role · 04
Quality Manager
Recurring defects, punch list automation, inspection evidence, and subcontractor quality patterns.
DO
Role · 05
Developer / Owner
Executive risk view, permit status, delayed decisions, claim exposure, and handover readiness.
SC
Role · 06
Subcontractor
Scope clarity, RFI support, change order protection, delivery coordination, and evidence memory.
Chapter 09 · Next steps
Turn construction chaos intooperational intelligence.
landslide Operations Agent watches the project, detects risk, drafts action, and keeps your team ahead of delay, rework, claim leakage, and handover chaos.
Human-approved·Evidence-linked·Audit-trailed·Built for live site operations