Industrial Construction Intelligence
Industrial Construction Intelligence
Streamlining labor forecasting, document management, and site scheduling for complex construction projects.
Streamlining labor forecasting, document management, and site scheduling for complex construction projects.
Streamlining labor forecasting, document management, and site scheduling for complex construction projects.
-45%
Admin Overhead
98%
Labor Alignment
-22%
Schedule Variance
The Workflows
We decomposed the enterprise operating model into modular AI workflows, each powered by a specialized agent swarm.
We decomposed the enterprise operating model into modular AI workflows, each powered by a specialized agent swarm.
Workflow 01
Labor Forecasting
Workflow 02
Document Management (Design + Bid)
Objective
Produce week-by-week manpower plans by trade that stay aligned with schedule reality.
Refined Workflow Steps
1
2
3
4
5
6
7
8
Ingest master schedule + lookaheads
Parse scope from drawings + work packages
Cross-reference permits + inspections
Apply productivity norms + historical actuals
Generate labor curves per trade
Flag gaps/peaks + recommend staffing/subs
Track forecast vs actual and update weekly
Distribute updated plans to field supervisors
AI Agents in Unison
Schedule Ingestion Agent
Scope-to-Labor Agent
Compliance + Dependency Agent
Productivity Model Agent
Forecast Agent
Risk/Gaps Agent
Workforce Recommendation Agent
Reporting Agent
Workflow 01
Labor Forecasting
Workflow 02
Document Management (Design + Bid)
Objective
Produce week-by-week manpower plans by trade that stay aligned with schedule reality.
Refined Workflow Steps
1
2
3
4
5
6
7
8
Ingest master schedule + lookaheads
Parse scope from drawings + work packages
Cross-reference permits + inspections
Apply productivity norms + historical actuals
Generate labor curves per trade
Flag gaps/peaks + recommend staffing/subs
Track forecast vs actual and update weekly
Distribute updated plans to field supervisors
AI Agents in Unison
Schedule Ingestion Agent
Scope-to-Labor Agent
Compliance + Dependency Agent
Productivity Model Agent
Forecast Agent
Risk/Gaps Agent
Workforce Recommendation Agent
Reporting Agent
Workflow 01
Labor Forecasting
Workflow 02
Document Management (Design + Bid)
Objective
Produce week-by-week manpower plans by trade that stay aligned with schedule reality.
Refined Workflow Steps
1
2
3
4
5
6
7
8
Ingest master schedule + lookaheads
Parse scope from drawings + work packages
Cross-reference permits + inspections
Apply productivity norms + historical actuals
Generate labor curves per trade
Flag gaps/peaks + recommend staffing/subs
Track forecast vs actual and update weekly
Distribute updated plans to field supervisors
AI Agents in Unison
Schedule Ingestion Agent
Scope-to-Labor Agent
Compliance + Dependency Agent
Productivity Model Agent
Forecast Agent
Risk/Gaps Agent
Workforce Recommendation Agent
Reporting Agent
Workflow 01
Labor Forecasting
Workflow 02
Document Management (Design + Bid)
Objective
Produce week-by-week manpower plans by trade that stay aligned with schedule reality.
Refined Workflow Steps
1
2
3
4
5
6
7
8
Ingest master schedule + lookaheads
Parse scope from drawings + work packages
Cross-reference permits + inspections
Apply productivity norms + historical actuals
Generate labor curves per trade
Flag gaps/peaks + recommend staffing/subs
Track forecast vs actual and update weekly
Distribute updated plans to field supervisors
AI Agents in Unison
Schedule Ingestion Agent
Scope-to-Labor Agent
Compliance + Dependency Agent
Productivity Model Agent
Forecast Agent
Risk/Gaps Agent
Workforce Recommendation Agent
Reporting Agent
Workflow 01
Labor Forecasting
Workflow 02
Document Management (Design + Bid)
Objective
Produce week-by-week manpower plans by trade that stay aligned with schedule reality.
Refined Workflow Steps
1
2
3
4
5
6
7
8
Ingest master schedule + lookaheads
Parse scope from drawings + work packages
Cross-reference permits + inspections
Apply productivity norms + historical actuals
Generate labor curves per trade
Flag gaps/peaks + recommend staffing/subs
Track forecast vs actual and update weekly
Distribute updated plans to field supervisors
AI Agents in Unison
Schedule Ingestion Agent
Scope-to-Labor Agent
Compliance + Dependency Agent
Productivity Model Agent
Forecast Agent
Risk/Gaps Agent
Workforce Recommendation Agent
Reporting Agent
Workflow 01
Labor Forecasting
Workflow 02
Document Management (Design + Bid)
Objective
Produce week-by-week manpower plans by trade that stay aligned with schedule reality.
Refined Workflow Steps
1
2
3
4
5
6
7
8
Ingest master schedule + lookaheads
Parse scope from drawings + work packages
Cross-reference permits + inspections
Apply productivity norms + historical actuals
Generate labor curves per trade
Flag gaps/peaks + recommend staffing/subs
Track forecast vs actual and update weekly
Distribute updated plans to field supervisors
AI Agents in Unison
Schedule Ingestion Agent
Scope-to-Labor Agent
Compliance + Dependency Agent
Productivity Model Agent
Forecast Agent
Risk/Gaps Agent
Workforce Recommendation Agent
Reporting Agent
Workflow 01
Labor Forecasting
Workflow 02
Document Management (Design + Bid)
Objective
Produce week-by-week manpower plans by trade that stay aligned with schedule reality.
Refined Workflow Steps
1
2
3
4
5
6
7
8
Ingest master schedule + lookaheads
Parse scope from drawings + work packages
Cross-reference permits + inspections
Apply productivity norms + historical actuals
Generate labor curves per trade
Flag gaps/peaks + recommend staffing/subs
Track forecast vs actual and update weekly
Distribute updated plans to field supervisors
AI Agents in Unison
Schedule Ingestion Agent
Scope-to-Labor Agent
Compliance + Dependency Agent
Productivity Model Agent
Forecast Agent
Risk/Gaps Agent
Workforce Recommendation Agent
Reporting Agent
Ready to Build Your AI Back Office?
Ready to Build Your AI Back Office?
Ready to Build Your AI Back Office?
Talk to our team about which agents fit your needs. Whether you need deal flow acceleration, dispatch optimization, production coordination, or succession planning support — get a proof-of-concept running in days, not months.
Your Virtual Operations Team
Helping companies automate workflows and scale operations without scaling headcount.
©2026 AI Agent Commons. All rights reserved.
Your Virtual Operations Team
Helping companies automate workflows and scale operations without scaling headcount.
©2026 AI Agent Commons. All rights reserved.
Your Virtual Operations Team
Helping companies automate workflows and scale operations without scaling headcount.
©2026 AI Agent Commons. All rights reserved.
Your Virtual Operations Team
Helping companies automate workflows and scale operations without scaling headcount.
©2026 AI Agent Commons. All rights reserved.