Build · Engineering

Construction

Turn drawings into a plan you can build.

Read architectural, structural and MEP drawing sets and produce takeoff, schedule, estimate and procurement plan — every line tied to the sheet it came from.

What is Construction?

A drawing set arrives as a few hundred pages of PDF. Somewhere inside it is a schedule, a bill of materials and a cost, and extracting them is weeks of careful, repetitive reading that a deadline usually shortens. Construction reads the set directly: it classifies sheets by discipline, extracts quantities and scope, correlates what the architectural, structural and MEP drawings each say about the same space, and produces a work breakdown, a dated schedule, an estimate and a procurement plan. Each number carries the sheet and region that produced it, so a quantity surveyor can open the drawing behind a figure and argue with it — which is the difference between an estimate a team will use and one they will quietly redo by hand.

Problems it solves

  • Understand a large drawing set without reading every sheet by hand
  • Extract quantities and scope with the sheet reference attached
  • Build a work breakdown and schedule from project documentation
  • Find where architectural, structural and MEP drawings disagree
  • Identify information that is missing before it becomes an RFI on site
  • Connect planning, procurement and execution to the same source documents

Key capabilities

Document Intelligence
Read long, structured documents — drawings, filings, specifications — and extract what matters with the page it came from.
Quantity Takeoff
Derive measured quantities from drawings, each tied to the sheet and region that produced it.
Schedule Generation
Turn scope into a work breakdown, dependencies and a dated schedule.
Cost Intelligence
Build an estimate from quantities and rates, showing which assumptions drive the total.
Discrepancy Detection
Surface where documents disagree with each other, before the disagreement reaches a site.
Procurement Planning
Convert a bill of materials into lead times, packages and an order calendar.
Evidence Trail
Every figure carries the record it came from, so a reader can check the answer instead of trusting it.

How it is built

Sheet recognition
Classifies drawings by discipline and sheet type so scope is organised the way the project already is.
Traceable quantities
Each quantity keeps the sheet and region it was measured from, so it can be checked rather than trusted.
Cross-discipline correlation
Compares what different disciplines say about the same space and reports where they disagree.
Schedule from scope
Derives a work breakdown, dependencies and a dated schedule from extracted scope.

How it works

How the work is structured, and what each step's output rests on.

  1. Ingest the drawing set

    Source

    Take architectural, structural, civil and MEP drawings, specifications and schedules as issued.

  2. Classify sheets

    Observed

    Identify discipline, sheet type and revision so scope maps to the project's own structure.

  3. Extract scope and quantities

    Observed

    Measure and record quantities, keeping the sheet and region for each.

  4. Correlate across disciplines

    AI-inferred

    Compare what each discipline says about the same space and flag disagreement.

  5. Build the plan

    AI-inferred

    Produce a work breakdown, dependencies, schedule, estimate and procurement packages.

  6. Attach the evidence

    Source

    Link every line back to the document that produced it.

  7. Review and adjust

    Human-verified

    A person reviews, corrects and re-runs; corrections are recorded as human-verified.

Example use cases

Each example has its own page you can read and share.

Construction

From drawings to a project plan

Turn a drawing set into a work breakdown, schedule and preliminary estimate, with every line linked to a sheet.

5 minute walkthrough

  • Document Intelligence
  • Quantity Takeoff
  • Schedule Generation

Construction

Drawing and specification discrepancy analysis

Find where architectural, structural and MEP documents disagree, while it is still a drawing problem rather than a site problem.

4 minute walkthrough

  • Document Intelligence
  • Discrepancy Detection
  • Evidence Trail

Construction

From bill of materials to procurement plan

Turn extracted quantities into packages, lead times and an order calendar tied to the schedule.

4 minute walkthrough

  • Quantity Takeoff
  • Procurement Planning
  • Schedule Generation

Ask Construction

Illustrative examples. Results depend on your own data.

  • “Create a preliminary quantity takeoff from these drawings.”
  • “Build a WBS and project schedule from this drawing set.”
  • “Identify discrepancies between the architectural and MEP plans.”
  • “Which sheets is this concrete quantity derived from?”

Security, governance and human control

Where the software deliberately limits itself.

Security

  • Project documents scoped to the project
  • Extraction records the document and revision used

Governance

  • Estimates marked as estimates, never as measured fact
  • Human corrections recorded distinctly from AI extraction

Questions

Does it replace a quantity surveyor?
No. It produces a first pass fast enough to be useful and traceable enough to be checked. The judgement stays with the estimator.
What if a drawing is ambiguous?
It is reported as missing or conflicting information rather than resolved by assumption, because an invented dimension becomes a real cost on site.
Can I see where a number came from?
Yes — every quantity links to the sheet and region it was measured from. That is the core of the design.
What file formats does it read?
Drawing sets as issued, including PDF drawing sets, specifications and schedules.

Teams using Construction often want these too.

Pipeline

One delivery plane from commit to production.

Capabilities

  • Delivery Traceability
  • Deterministic Policy Engine
  • Risk Scoring
  • Agentic Investigation

Start with Construction

Build is one of 9 categories, each its own subscription; Clearception One includes them all.