Construction & trades

AI Consulting for Construction Companies and Contractors

Clairvance provides AI transformation consulting and implementation for construction companies and contractors: general contractors, specialty contractors and service trades. We connect bids, submittals, change orders, pay applications and certified payroll to the systems you already run, with estimators, project managers, safety leads and owners keeping the decisions.

Based in Seattle · Consulting and implementation across the U.S. · Remote and on site

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Illustrative construction managers reviewing plans inside a building under construction
Illustrative industry perspective
The operating reality

Keep the paperwork from setting the pace of the job.

On many jobs, the work around the work moves slower than the crews. A bid waits while an estimator rereads the plan set and specs, a submittal sits in a reviewer’s inbox, a change directed in the field is never priced, and a pay application goes out late because the schedule of values, the waivers and the subcontractor paperwork do not agree. We work with estimating, project management, accounting, payroll, safety and IT to map that work and implement AI and integrations in the estimating, project management, accounting and field systems you already use. AI reads plans, specs, daily reports and timecards, prepares records and flags gaps. Estimators, project managers, safety leads and owners keep the pricing, scope, safety and compliance decisions.

Where transformation can start

The recurring work worth examining.

For owners, COOs, CFOs and operations and project executives at established general contractors, specialty contractors (electrical, mechanical, plumbing, HVAC, concrete and roofing) and service trades companies. Bring one recurring flow, such as bid intake, change orders, pay applications or certified payroll, that your team handles every week or every month.

Every bid starts with reading the whole plan set again

An invitation to bid arrives with drawings, specifications, addenda and bid forms, and an estimator rebuilds the same facts each time: scope by trade, alternates, bonding and insurance requirements, prevailing wage language, the schedule and the bid date. A preparation workflow can pull those details into a bid summary, link each one to the sheet or spec section it came from and list what is missing before takeoff starts. Where your takeoff tool supports it, AI can propose counts and measurements for review and point to similar past jobs. The estimator checks the quantities, sets the price and decides whether to bid.

A useful first move
Sample a quarter of recent bids by job type. Record the hours from invitation to submitted number, the scope gaps and addenda caught late and the reasons bids were declined, then choose one bid type with steady volume.
What to measure
Measure hours per bid, scope items missed at bid time, addenda caught after takeoff and estimated against actual cost on won jobs.

Submittals, RFIs and changes are tracked in email and daily reports

A submittal needs the right product data for its spec section, an RFI needs the drawing reference and one clear question, and a change order needs the event, the cost backup and a signed approval. When that evidence sits in email threads, daily reports and job photos, the logs fall behind the job and work performed on a field direction can go unbilled. A project workflow can draft submittal packages against the spec, keep each RFI and its answer tied to the drawings, and connect every potential change to its notice, photos, pricing and status in the change order log. The project manager decides what is submitted, what counts as a change and what is signed.

A useful first move
Pull the submittal, RFI and change order logs from two recent jobs. Record review times, items returned for missing information and work performed before a change was approved, then agree who owns each status.
What to measure
Track submittal and RFI turnaround, resubmittals, potential changes without a priced proposal, approved changes not yet billed and days from field direction to signed change order.

Pay applications wait on waivers, certificates and subcontractor files

A monthly pay application depends on percent complete against the schedule of values, approved change orders, stored materials, retainage and the lien waivers the owner requires. Behind it sits subcontractor compliance: certificates of insurance, registrations and licenses. In Washington, every contractor must register with L&I, and it is a gross misdemeanor to subcontract to or use an unregistered contractor. On public works, the contractor must also verify responsibility criteria, including any required electrical or plumbing contractor license, for each first tier subcontractor. A billing workflow can assemble the draft pay application from your project and accounting systems, check each subcontractor’s waivers and records against the requirements and hold only the lines with a real gap. Accounting and project managers approve every billing and every payment.

A useful first move
Take the last three pay applications on one active job. List what had to be chased, corrected or resubmitted, and which subcontractor documents were missing, expired or unverified when payment was due.
What to measure
Measure days from billing cutoff to submitted pay application, pay applications returned by the owner, payments held for missing waivers or certificates and subcontractor records past expiration.

Certified payroll and injury logs are rebuilt from timecards and field notes

On federal Davis-Bacon work, contractors submit certified payroll weekly, showing each worker’s classification, hours and rates with a signed Statement of Compliance, and the prime contractor is responsible for every subcontractor’s submissions. On Washington public works, certified payroll is filed through L&I’s online system at least once a month, and the agency generally holds retainage until it receives an affidavit of wages paid certified by L&I. Safety records follow the same pattern: under federal OSHA rules, a recordable injury goes on the OSHA 300 log within seven calendar days, and Washington runs its own program through L&I. A records workflow can pull hours by worker, job and classification from timecards and daily reports, check them against the wage determination and flag gaps. The payroll lead signs the certification, and the safety lead decides what is recordable.

A useful first move
Pick one public job or one quarter of injury records. Trace how hours, classifications and incidents moved from the field to the filed report, and note every figure that was retyped, corrected or looked up after the fact.
What to measure
Measure hours to prepare each certified payroll, corrections and resubmissions, classification or rate mismatches caught before filing, days from incident to log entry and retainage held for a missing affidavit.
Work with your operating reality

Your systems are part of the starting point.

We start from the estimating and takeoff tools, project management platform, construction accounting and payroll systems, document storage and, for service trades, the dispatch and field service software you already use, and check their supported APIs, imports and exports before building anything. The working deliverable includes agreed job, cost code, subcontractor and worker classification mappings, a review queue with each item linked to its source drawing, report or document, and a traceable handoff to the system of record. Acceptance cases cover an addendum that changes scope after takeoff, a change performed before it was signed, a lien waiver that does not match the payment and a worker who split a week between two classifications on public work. Estimating, project, accounting and safety owners test the complete path, with a named owner for each mapping.

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Related insights
How to track certificates of insurance from intake to renewal

Tie each subcontractor certificate to its contract requirements and policy dates, and keep L&I’s workers’ comp record for Washington subcontractors.

What happens when an automated invoice match fails?

Give each supplier invoice that fails its match against the purchase order and receipt an owner and closure evidence.

6 checks before you hire an AI implementation partner

Test each candidate on one real workflow, from problem definition to what your team owns at handover.

Common questions

AI for contractors, answered.

What AI tools make sense for a construction company?

The useful starting points are usually the recurring paperwork around each job: reading plan sets and specs into a bid summary, drafting submittals and RFIs, tracking potential changes from daily reports to signed change orders, assembling pay applications with their lien waivers, checking subcontractor certificates and registrations, and preparing certified payroll on public work. Many estimating, project management and construction accounting products already handle part of this, so we check what yours can do before adding anything. Pick one flow with steady volume and a clear owner. Pricing, scope, safety and payment decisions stay with your team.

Can AI do takeoffs and estimates?

It can help with parts of both. AI can read a plan set, specifications and addenda into a structured bid summary with each item linked to its sheet or spec section, propose counts and measurements for an estimator to check where your takeoff tool supports it, and point to similar past jobs and their actual costs. It does not replace the estimator. Scope interpretation, the quantities you stand behind, labor productivity, pricing and the decision to bid stay with your team.

Can AI help with construction submittals and RFIs?

Yes, with the drafting and tracking. A workflow can assemble a submittal package against the spec section it answers, flag missing product data before it goes out, draft an RFI with the drawing reference and one clear question, and keep each answer tied to the drawings and to any change it causes. The project manager decides what is submitted and sent, and the design team still reviews and responds.

Can AI help with certified payroll on public works?

It can prepare the reports and check them, but it does not make compliance automatic. On federal Davis-Bacon work, contractors submit certified payroll weekly for each week covered work is performed, the prime contractor is responsible for every subcontractor’s submissions, and each payroll carries a signed Statement of Compliance; Optional Form WH-347 is one accepted format. On Washington public works, contractors file certified payroll through L&I’s online system at least once a month, and statements of intent and affidavits of wages paid generally need L&I approval. A workflow can pull hours by worker and classification from timecards, check rates against the wage determination and flag gaps. The person who signs still verifies every figure. This is general information, not legal advice.

How can AI help an electrical, plumbing or HVAC contractor?

On the service side, the useful starting points are the paperwork between the call and the payment: turning a call or email into a dispatchable work order, checking that a completed service ticket has its parts, labor, photos and customer signature before it becomes an invoice, and flagging finished work that was never billed. On the project side, the same contractor handles bids, submittals, change orders and pay applications to the general contractor. On Washington public works, the contractor above you verifies, among other things, any electrical or plumbing contractor license the work requires, so those records need to stay current. Dispatchers, service managers and project managers keep the scheduling, pricing and warranty decisions.

Start a conversation

Where does a job wait on paperwork?

Tell us your estimating, project management and accounting systems, whether you do public work, the workflow you have in mind and its rough weekly or monthly volume. We will use those details to discuss an implementation that fits your office, your field teams and the people who run them.

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