Industries

Built for the
fabrication trades.

We operate where manual document processing creates the highest measurable cost — where skilled estimators spend days on work that should take minutes.

Live — MillAI Deployed

Upholstery &
Furniture

Commercial upholstery manufacturers serving restaurants, hotels, and corporate interiors receive architectural drawings from designers and spend days manually extracting cushion specifications to build quotes. One estimator. One set of drawings. Four hours minimum per project.

MillAI eliminates that process entirely. Upload the drawing — any format, any complexity — and receive a complete client quote and internal production sheet in under 20 minutes. Every item counted, every foam specification extracted, every linear footage calculated automatically.

Visit millai.app →
Before Alto
✕Estimator reads every page of the drawing manually
✕Items counted by hand, foam thicknesses noted per type
✕Linear footage calculated manually per banquette run
✕Quote built in spreadsheet, formatted manually as PDF
✕4+ hours per project — bottleneck on one person
With MillAI
✓Upload drawing — AI reads every page automatically
✓All items extracted with quantities and specifications
✓Linear footage calculated per run automatically
✓Client quote and production sheet generated simultaneously
✓Under 20 minutes — anyone on the team can run it
Next Deployments

Three sectors entering deployment in 2026.

Alto applies the same document intelligence methodology to each new sector — purpose-built for that trade's specific drawings, specifications, and output requirements. Each deployment is scoped and contracted before development begins. Early partners shape the product.
02
Tile & Stone
Material quantity takeoffs and complete quote generation from architectural floor plans and elevation drawings. Square footage, waste factors, grout, and material costs calculated per room and per project.
Floor plan reading
Material takeoff automation
Line-item quote output
03
Metal Fabrication
Shop drawing extraction and quote automation for custom metal fabrication. Structural profiles, lengths, connection details, and finish specifications read directly from technical drawings.
Shop drawing intelligence
Material and cut list generation
Quote document output
04
Millwork & Carpentry
Custom cabinetry and woodwork quoting from architectural and interior design drawings. Cabinet types, door styles, hardware schedules, and material specifications extracted and structured automatically.
Interior elevation reading
Cabinet schedule generation
Full quote document output