Construction Management
The record decides the margin
Construction margin is won in the field and defended in documents. We put agents on the queues, the evidence, and the schedule synthesis — reading the systems your teams already use, adding no steps to the field day.
of lead time on milestone slips already knowable
proposal delivery on residential inspections
canonical lead and job definition across every branch
The decisions that matter
We start with the decision, not the technology
Which open items now threaten a milestone?
The submittal and RFI log is a decision queue with schedule consequences. Aging is visible weeks before the slip is.
Can we prove entitlement?
Most lost change orders were winnable. The evidence existed in the field and never reached the record in a usable form.
Will this inspection become a signed job?
In residential structural and specialty trades, the inspection-to-proposal window decides more revenue than crew productivity does.
Why now
- Skilled labor scarcity making resequencing more expensive than it used to be
- Owners and lenders demanding contemporaneous documentation
- Subcontractor financial stress converting schedule risk into default risk
- Roll-up integration running multiple CRMs, price sheets, and job definitions at once
Where we start
Submittal and RFI risk surfacing
Continuous reading of the register against specs, lead times, and schedule logic — surfacing threatened milestones with named owners.
Contemporaneous evidence assembly
Photographs, daily narrative, correspondence, and schedule impact packaged as the events happen, not reconstructed by a forensic consultant.
Inspection-to-proposal automation
Turn inspection notes, photos, and measurements into a scoped, priced, homeowner-readable proposal before the inspector leaves the driveway.
Multi-branch normalization
Read from whatever each branch runs today, normalize into a canonical job and lead record, and get cross-branch reporting in weeks instead of quarters.
Common questions
What operators ask before the first call
- How long before an AI agent on submittal and RFI tracking pays for itself?
- Most general contractors see the value inside a single project phase, because the cost being avoided — a missed milestone from an aging RFI nobody flagged — is large relative to what the automation costs to run. The timing depends on how many open items your current logs are already carrying and how much slack exists in the schedule to absorb a late catch.
- What data do we need before we can start?
- Read access to whatever project management and scheduling system you already use, plus a sample of historical submittal and RFI logs with resolution timelines. Field teams don't need to change how they enter data — the agent reads from the systems and habits already in place, which is the whole point for crews that won't tolerate double entry.
- How do we prove entitlement on change orders after the fact?
- The evidence has to be assembled as the event happens — photos, daily narrative, correspondence, schedule impact — not reconstructed weeks later from memory when a dispute arises. Agents can package this contemporaneously from the field data your teams already generate, which is the difference between a change order that gets paid and one that becomes a forensic claims exercise.
- Will this add steps to our field teams' day?
- No, and that's a hard requirement, not a nice-to-have — the automation reads from systems and habits your crews already use rather than asking for new data entry. If a deployment requires field staff to adopt a new tool or workflow just to feed the agent, it will get abandoned within a season, which is why we design entry points around existing behavior first.
- How does this work across multiple branches or CRMs after a roll-up?
- Agents can read from whatever each branch runs today — different CRMs, price sheets, job definitions — and normalize into one canonical record for reporting, without forcing every branch onto a single system first. That gets you cross-branch visibility in weeks rather than waiting on a multi-quarter systems consolidation project that roll-ups often stall on.
Field operations decision map
We take one delivery workflow — or one branch network — map the decisions, mark what is agent-ready versus judgment-locked, and cost the sequence against schedule exposure or conversion rate.
Agents for Construction Management
Run the walkthrough before you scope the work.
Keep exploring
See the agents
Interactive walkthroughs of the agents we deploy, with guardrails and decision traces.
Agent libraryHow we work
Advisory, platform, and execution — what we actually do inside your systems of record.
CapabilitiesResearch library
Report bundles with the operating detail behind these decisions.
Browse reports