AI Enablement · Construction GCs
Commercial GCs — harnessed AI for bids, RFIs, and closeout
Opportunity scoring, RFI drafts, meeting minutes, and punchlist packaging.
Cyber findings on BEC and vendor risk; models stay inside Wire Hold.
Service
Who this is for. Where the pain sits.
Commercial GCs (TI, ground-up, institutional).
Pain: RFI/submittal churn, bid turnaround, meeting minutes, safety docs, BEC on wire instructions.
What we do
- The PM or estimator owns all pricing and contractual language.
- Stand up a written harness: approved tools, named owners, human approval gates, and stop conditions.
- Deliver playbooks, prompts, and light automation. Findings and operating procedures stay with you. Models stay inside Wire Hold.
What we do not do
- We do not auto-sign contracts.
- We do not claim win-rate guarantees.
- We do not resell the model. You get findings and playbooks — not the keys.
Cyber
Frequent BEC / fake-invoice targets. Email auth, vendor payment verification, ransomware readiness.
Industry examples
Explore other industry workflows.
Each industry guide is a starting point for a scoped conversation. Approved tools, information boundaries, named owners and human review are agreed for the workflow and organization involved.
Industry guide
Commercial HVAC
Sales, proposals and service workflows for commercial HVAC and related field-service teams.
Industry guide
Licensed cannabis
Licensed cultivators, manufacturers, multi-store dispensary operators. Seed-to-sale compliance, inventory shrink, multi-location inconsistency.
Industry guide
Sports venues
Arena and stadium operators, venue management, in-house ops for teams and entertainment. Event-day chaos, premium follow-up, vendor and security coordination.
Industry guide
Law firms
Mid-market firms (~10–80 attorneys). Slow intake, inconsistent RFP responses, knowledge trapped in seniors, phishing and matter-data exposure.
Industry guide
Medical and dental
Multi-provider dental, specialty (ortho, derm, ophthalmology), ambulatory clinics. Front-desk overload, no-show leakage, prior-auth paperwork, HIPAA.
Industry guide
Property management
Multifamily and portfolio property managers. Leasing response speed, maintenance ticket chaos, renewal leakage, owner reporting, rent-payment fraud.
Industry guide
Commercial GCs
Commercial GCs (TI, ground-up, institutional). RFI/submittal churn, bid turnaround, meeting minutes, safety docs, BEC on wire instructions.
Industry guide
Credit unions and community banks
Community banks and credit unions. Member service volume, fraud-alert follow-up, commercial relationship prep, content/compliance review, cyber and regulatory pressure.
Industry guide
Logistics and cold chain
Temperature-controlled warehouses, cold-chain 3PLs, regional distribution. Appointment chaos, exception management, WMS/EDI noise, CS tickets, ransomware against OT-adjacent ops.
Ten use cases
Opportunity scoring, RFI drafts, meeting minutes, and punchlist packaging.
01
Bid / ITB opportunity scoring
02
RFI response first draft from drawings notes
03
Submittal log summaries
04
OAC meeting minutes scaffold
05
Safety toolbox talk drafts
06
Subcontractor prequal checklist generation
07
Change-order narrative drafting
08
Closeout / punchlist packaging
09
Owner update email drafts
10
Lessons-learned capture after project
Engagement
Discover. Implement. Keep improving.
Start with discovery, a defined workflow or ongoing support. Each engagement is quoted to scope, with deliverables, access, timing and fees agreed in writing. Human review and operating ownership are part of the plan.
Contact
Scope a diagnostic.
Start with discovery, a defined workflow or ongoing support. Each engagement is quoted to scope, with deliverables, access, timing and fees agreed in writing. Human review and operating ownership are part of the plan. Explore the featured engagements or discuss the workflow you have in mind.