Estimator
Bid day is a document chase
Missing sheets, conflicting specs, and last-minute addenda hide in the set until someone has already priced the wrong scope.
For construction companies
Unstructured in.
Answers out.
Construction intelligence from drawings, specs, addenda, and spreadsheets — cited, reviewable, and ready from bid day to build day.
Human review built in. Your data does not train our models.
The problem
Your team is the API between unstructured documents
Four-hundred-sheet sets. Friday-afternoon addenda. Field spreadsheets that disagree with the estimate. Estimators, PMs, and ops leads spend their best hours stitching systems together by hand.
Project manager
Revisions break assumptions
A revision lands. Quantities shift. Nobody knows which assumptions still hold — or what the change order should cover.
Ops lead
Forecasts live in spreadsheets
Hours, progress, and delivery status sit in different tools. The forecast is whatever someone typed last Tuesday.
What it does
From bid day to build day
Win the work with cited takeoff intelligence. Plan and build with forecasts grounded in your own actuals. Every card below is honest about status — Available now means shipped; Early access means proven on your data in a pilot.
Win the work
Bid-side intelligence over drawing sets, specs, and addenda
Ask the Set
Natural-language Q&A over drawings, specs, and project records. Every claim carries a citation. No uncited answers.
Takeoff Intelligence
AI quantity extraction from PDF drawing sets, with evidence you can inspect — not a black-box total.
Revision & Addenda Delta
Quantity deltas by trade and unit. Addenda register. Assumption ledgers that break when the set changes.
Bid-Day Briefs
Day-zero project briefs, trade briefs, and bid-completeness checks — so you know what is still open before you price.
Spec Reconcile
Spec-versus-drawing conflict lists with citations. Clean “no conflict” when the set agrees — also cited.
Handoff Packs
Estimate-basis exports with quantities, sheet numbers, revisions, and assumptions. Writeback to your estimating system is opt-in and review-gated.
Plan and build
Forecasting and predictive planning from your operational data
Hours Forecasting
Stage timers tied to work-item complexity become your productivity baselines. Forecast the next project from your actuals — not industry factors.
Schedule Risk
Priority groups, progress, and deficiency rates surface which work slips next — and what it blocks — in shop or field.
Change Order Radar
Revision deltas and assumption ledgers flag and quantify owner-change impacts while you still have pricing leverage.
Rework & QC Trends
Deficiency summaries by category highlight rework hotspots before they consume the schedule.
Delivery & Material Visibility
“Where are my materials?” answered with shipment proof and stage evidence — not a status rumor.
Progress & Forecast-at-Completion
Portfolio percent-complete by phase with forecast rollups your ops team can trust and challenge.
On the roadmap — not promised on this page
- Workforce planning
- Chat with schedule
- Cash-flow / WIP forecasting
- Photo progress capture
How it works
Drop the set. Review the evidence. Decide.
A three-step loop designed for people who already own the judgment call.
Drop your set
Upload drawing-set PDFs, specs, addenda, and supporting spreadsheets into a private project vault.
Extraction with evidence
Sheets are indexed, quantities extracted, revisions paired. Every finding points back to a source you can open.
Ask, review, export
Ask questions, work the review queue, export handoff packs. Humans approve. Nothing writes to your systems without review.
Built different
The engineering stance is the product
Construction buyers have been burned by vaporware. We sell what we will stand behind on a live project.
Cited evidence required
Answers without citations are rejected. If we cannot show the sheet, the claim does not ship.
Suggest-only
Recommendations for humans to accept or reject. The product never pretends to be the decision-maker.
Writeback on your terms
Read-only by default. If you want updates pushed to your ERP, estimating, or project management system, it is opt-in per client — and every write passes a manual review gate first.
Your data stays yours
Private by default. Self-hosted inference available so drawings and specs never leave your control.
Proof
Built inside a working construction operations platform
Battle-tested with industrial contractors on live projects — not a demo trained on stock PDFs. The same cited-evidence loop that estimators and ops teams use every week.
What we offer
Four modules. One paid pilot.
Start where the pain is. Expand when the pilot earns it.
Module 01
Takeoff Intelligence
PDF set ingestion, quantities with evidence, revision deltas, bid briefs, and handoff packs.
Module 02
Project Q&A + Vault
Private document library and cited natural-language answers over drawings, specs, and project records.
Module 03
Forecasting & Planning
Hours forecasts, schedule risk, QC trends, delivery visibility, and forecast-at-completion.
Module 04
BIM Workflow
Work-item tracking, stage timers, and modeling workflow support that sits beside your existing BIM tools.
FAQ
Straight answers
The questions every construction buyer asks before they share a drawing set.
Does our data train your models?
No. Customer drawings, specs, and project data are not used to train shared models. Your projects stay yours.
Where does it run?
Private by default. Self-hosted inference is available when drawings and specs must never leave your network.
What formats do you support?
PDF drawing sets, specifications, addenda, and common spreadsheet formats used for estimates and field status.
What does the pilot look like?
Four weeks, fixed fee, on a live project you choose. We measure hours saved, revision catch rate, and forecast usefulness — then decide together whether to continue.
Will it write to our systems?
Only if you turn that on. By default we export handoff packs and write nothing. Writeback to your ERP or estimating system is enabled per client, and every write passes a manual review gate before it posts.
Lead magnet
Get the sample Day-0 Project Brief
A trade-neutral example of what estimators see on day zero: discipline counts, missing sheets, open questions, and self-perform vs. sub hints — generated from a public drawing set. No sales call required.