Rebar takeoff that replaces the outsourced team

SetTime — Right before it sets

Structural Drawing In,
Bar Schedule & Shop Drawings Out

Replace the outsourced takeoff. Shipping today: bar schedule and shop drawings for beams, columns, slabs and walls. In development: drawing prep, foundations, 3D check.

From structural drawing to shop-ready rebar.

  • Material list back in 24 hours
  • Every flag is surfaced for your review
  • AutoCAD plug-in + desktop app
  • .xlsm schedule + .dwg/DXF shop drawings
Construction site

Rebar Takeoff Is Still
Slow, Outsourced Manual Work

Before a bar is cut, someone has to tidy the drawings, count every member, build the bar schedule and check it. Today that is outsourced, takes days, and the checking depends on people.

16,900

US estimator openings every year, with no net growth in headcount (BLS)

+24% / +4%

bid volume vs. estimator headcount over five years (survey of 312 US industrial estimators)

24–72 h

typical turnaround of AI-plus-human-QA takeoff services

US$100–500

published price per drawing set at a commercial AI-plus-human takeoff service

Third-party and vendor-published figures, not measured results from this product. The estimator survey covers industrial scope in the US.

A Spanish rebar fabricator has publicly asked for AI that pulls every rebar member out of client drawings, builds the bar schedule and feeds it into its ERP.

— Paraphrased from Mafesa's public open-innovation challenge (July 2026)
0million tonnes of rebar used in the US every year (CRSI)
0US$ million a year to outsource takeoff at the top of published offshore rates (US$2.3–4.2 per tonne)
0US$ million a year at the top of a published Australian rate range (about US$19.5–26 per tonne, simple residential work)

Illustrative maths: US tonnage times published per-tonne rates. Not every tonne is outsourced and complex work costs more per tonne, so read these as orders of magnitude, not market size. CRSI cites both 8 and 9 million tonnes; 9 is used here.

See SetTime in action

From structural drawing to shop-ready rebar — the full workflow in under a minute.

Three steps,
drawing to material list

Upload a structural drawing, review what SetTime flags, and get a material list ready to price.

  1. Upload your drawing

    SetTime Your drawings page showing an uploaded drawing being processed (sample data)

    Add a structural drawing (.dwg, .dxf or .pdf) to a project. SetTime applies your Style Guide rules, starts recognition on its own, and the status refreshes every 10 seconds.

  2. Review what is flagged

    SetTime review panel with beam, column, floor and issue counts (sample data)

    SetTime counts the beams, columns and floors it found and flags every gap, such as a missing annotation where it fell back to a Style Guide default. You review it before anything is used.

  3. Get the material list

    SetTime material list: rebar by size with quantities and weights (sample data)

    Rebar is summed by size with quantities and weight, then exported as an .xlsm material list ready to price and to import into existing macro tooling.

Screens show sample data.

One drawing,
stood up into 3D

Click a column, beam or slab on the drawing, or a table row, to see how plan and schedule locate each other. Switch to 3D and the same bars rise out of the plan; drag the gauge and the beam's middle-zone stirrups re-space live.

Click a member for its bars Drag to rotate
Sample structural model: column C1, beam B1, slab S1, switchable between plan and 3D 6000 4200 3 2 1
Sample data, not a real project. Units: mm.
Mark Bar Qty Cut length mm Weight kg
D2584150132
D223640058
D224640078
D1040190047
D13274200118
Total433

To confirmExample: if a drawing has no fc′ annotation, SetTime uses the Style Guide default and flags it for you to confirm before ordering.

Column C1: 8-D25 main bars, cut length 4150 mm including lap; ties listed separately.

Beam B1: 3-D22 top, 4-D22 bottom, D10 stirrups at @100 in the end zones and spaced by the gauge in the middle, anchorage length included.

Slab S1: D13 @200, 27 bars in the short direction, 4200 mm each.

Try it on your drawings

End-to-End Execution Pipeline

From structural drawing to bar schedule and annotated shop drawings, with every gap flagged for your review. Takeoff and shop drawings ship today for beams, columns, slabs and walls; drawing prep and the 3D check are in development.

Diagram: structural drawing parsed into a rebar bar-mark schedule 450mm Bar Mark B1 Φ13 1,250 ± 5 mm 90° 01

Takeoff & Bar Schedule

Shipping

Reads beams, columns, slabs and walls from the structural drawing, counts every bar by member and floor, and writes the bar schedule and annotated shop drawings that go to the fabricator.

Bar mark: B1 / B2 / B3 Diameter: #3 ~ #11 Weight by bar size and floor Hook angle and bend types: in development
Document AI
Diagram: a rebar cage cross-section with one bar flagged for short cover -8mm 02

3D Model Check

In development

Builds a 3D bar model from the schedule and checks cover, lap, anchorage and clashes, then reconciles the model's quantities against the takeoff.

✓ Cover, lap and anchorage rules checked ✗ Short cover is flagged, not guessed → Clash check between bars ≡ Model vs. takeoff quantity cross-check
3D modelClash check
Diagram: source trace panel tagging each value as read, computed or default SOURCE TRACE READ COMPUTED DEFAULT 03

Source Trace & Review Flags

Shipping

Every value is tagged as read from the drawing, computed, converted or defaulted. Anything that fell back to a default is flagged for a person to confirm.

Read from the drawing Computed by rule Default used: confirm it
Source traceReview flags
Get a free material list in 24 hours

Not Just a Vision.
Takeoff and Shop Drawings Already Run

The takeoff engine ships today as a standalone module: AutoCAD structural drawing → bar schedule and shop drawings, importing natively into your existing macro workflow. Beams, columns, slabs and walls today; foundations are next.

SetTime — Right before it sets

Diagram: drawing file converted into a rebar material-list workbook DWG .xlsm ✓

Rebar Estimation Automation System

An AutoCAD 2021 plugin plus a cross-platform desktop app turn structural drawings directly into shop drawings and a bar schedule (.xlsm). Output imports natively into the client's own macro tooling — no re-tooling required.

Beams, columns, slabs and walls today; foundations next Drawing → bar schedule, gaps flagged for review Native GTA / CCM macro compatibility Configurable Style Guide rule engine
AutoCAD 2021.NETAvalonia Desktop

Drawing Recognition

Automatically reads beam, column, slab and wall layout and dimension annotations against the Style Guide rules

Shop Drawing Generation

Produces fabrication-ready shop drawings (.dwg / DXF) from recognition results

Material List Export

A bar schedule with marks, lengths and weights as .xlsm in the client's existing macro format. BVBS output for fabrication machines is in development.

Source Trace & Review Flags

Each value is tagged read, computed, converted or default, and every gap is flagged for review

Every Record, Fully Retained for Audit and Legal Review

In development

From drawing parsing to the delivered schedule, every action will be written to a tamper-evident audit chain (in development), built to support the audit-review needs of large contractor groups and public tenders.

Tamper-Evident Hash Chain

Every entry will be SHA-256 chained to the one before it — any edit or deletion instantly detectable (in development)

Precise Timestamping

UTC timestamps with monotonic sequence numbers will rule out backdating, gaps, or reordering (in development)

Append-Only Audit Trail

Entries can only be added, never edited or deleted — fully exportable for legal discovery and regulatory review (in development)

Long-Term Retention Architecture

Schema-versioned records will stay fully verifiable across multi-year retention windows (in development)

The audit chain is a technical tamper-evidence mechanism, not a certification of compliance with any specific law, regulation, or government tender requirement. Actual compliance obligations depend on applicable law and contract terms; consult your own legal counsel. Nothing on this page constitutes legal advice.

From Drawing to Shop-Ready Schedule

1

Prepare & Annotate Drawings

In development

Sort sheets, set scale, read legends and tables, tag members

2

Takeoff & Bar Schedule

Shipping

Count bars by member and floor, then write the bar schedule (.xlsm)

3

Annotated Shop Drawings

Shipping

Bar marks and notes drawn onto the drawing (.dwg / DXF)

4

3D Check

In development

Check cover, lap and clashes, and reconcile quantities

Get a free material list in 24 hours

Pilot Targets (Validation In Progress)

Target ≤ 5% off

Weight vs. a hand takeoff

Blind test planned Target ≤ 5%

Target < 1 hr

Estimation hours

Today 8-12 hrs Target < 1 hr

Target same-day

Takeoff turnaround

Outsourced today: 1–3 days Target same-day

Target ≤ 2%

Missed members

Counted in the same test Target ≤ 2%

The math, with the assumptions shown

Illustrative example, not a measured result. Assumes 20 drawing sets a month, 10 hours each by hand (midpoint of 8–12) versus 2 hours with SetTime including your review, and US$37 an hour (US median estimator wage, before benefits).

Hours reclaimed per month
160 h
Hours reclaimed per year
1,920 h
Labor cost avoided per year
US$ 71,040

Why Choose SetTime

Approach Advantage Disadvantage SetTime Edge
Offshore outsourced takeoff Low per-tonne rate Days to deliver; checks depend on people One drawing back in 24 hours, every flag listed
AI takeoff with human QA Fast first draft Quantities first; bar schedule and shop drawings not listed Takeoff, bar schedule and shop drawings in one run
CAD add-ons run by an operator Familiar to local detailers Needs a CAD seat and trained operator Upload a drawing, review the flags
3D BIM detailing suites Deep detailing, machine formats Needs a 3D model first Starts from the 2D drawing you already have

Every Number Traceable

Values are tagged by source and gaps flagged, so a reviewer can see what was read and what was assumed

Rules You Can Adjust

A Style Guide rule engine adapts takeoff to your drawing conventions and code

Machine-Ready Output

Schedule and shop drawings the fabricator can use; BVBS machine files are in development

Fabricator + Contractor Network

In-house rebar shop-drawing automation engine, plugging directly into the existing fabricator and contractor chain

Get a free material list in 24 hours

Frequently Asked Questions

Last updated: 2026-10-30

What is SetTime?

SetTime is Kairos.ai's rebar takeoff software, built to replace the outsourced estimating team: drawing in, bar schedule and annotated shop drawings out. Shipping today for beams, columns, slabs and walls; drawing prep, foundations, a 3D check and BVBS output are in development.

What can SetTime do today?

Shipping now: an AutoCAD 2021 plugin plus a cross-platform desktop app that turns beam, column, slab and wall drawings into a bar schedule (.xlsm) and shop drawings (.dwg / DXF), with each value tagged by source and gaps flagged for review. In development: drawing prep and annotation, foundations, bend angles and hook types, a 3D model check, BVBS output and the tamper-evident audit chain.

Who is SetTime for?

Rebar fabricators, detailing firms, contractors and estimators who buy outsourced takeoff today. We are starting with fabricators and detailers in the US and Europe, and proving the engine on Taiwanese CNS drawings.

How do I apply for the free pilot?

Fill in the free pilot form below with your name, company, email, country, and role — we'll reach out to arrange onboarding. Send us one structural drawing and we'll return your material list within 24 hours of receiving it.

Who builds SetTime?

SetTime is built by Kairos.ai. We prove the engine on Taiwanese drawings first and are talking to fabricators and detailers in the US and Europe, with plans to extend into adjacent trades like CNC machining, mold making, and welding.

Does the audit trail guarantee legal compliance?

No — and this feature is still in development. The audit trail is a technical tamper-evidence mechanism (SHA-256 hash chain) that detects alteration or deletion; it is not a certification of compliance with any specific law, regulation, or government tender requirement. Actual compliance obligations depend on applicable law and contract terms — consult your own legal counsel. Nothing on this page constitutes legal advice.

Get a free material list in 24 hours

Send one drawing, get your material list in 24 hours

Leave your details. We'll reply with how to share one structural drawing and send your material list back within 24 hours of receiving it.

Let's Build
Verifiable Job Sites Together

Contractors, fabricators, structural engineers, developers, public agencies, investors — we want to talk to anyone who cares about getting execution right.