/ Manufacturing · Textile /
Precision Cloth Cutting at Scale — Vasthra
Live Deployment
30%
Fabric Waste Reduction
50%
Processing Speed Improvement
50%
Accuracy Improvement
200+
Employees, Trivandrum
/ the problem /
What wasn't working
A large custom tailoring operation in Trivandrum employs 200+ tailors. At that scale, manual cloth cutting creates compounding problems:
- Inconsistency — different cutters produce different accuracy levels, even on the same pattern
- Fabric waste — imprecise cutting leads to wastage on every cut; at 200+ tailors, this adds up significantly
- Speed ceiling — output is capped by how fast a human can cut accurately
- Skill dependency — quality depends on the individual cutter's experience and attention on any given day
- No data — no visibility into cutting efficiency, waste per cutter, or rework rate
/ the solution /
What Tensorbot built
Tensorbot deployed Vasthra — a full-stack AI-powered cloth cutting system. Vasthra is not a software add-on for a third-party cutter; Tensorbot built the hardware and software together.
Hardware — Gantry Cutting Machine
- A Cartesian robot-based precision cutting head mounted on a gantry frame — consistent, programmable precision with no operator skill required at the cutting stage.
Computer Vision Layer
- Pattern recognition — reads the uploaded cutting design and identifies all cut lines, notches, and grain lines
- Fabric placement detection — locates the fabric on the cutting surface and aligns the cutting path to it
- Real-time alignment verification — confirms alignment before and during cutting
Sensor Fusion for Measurement
- Automated body measurement capture — removes the manual tape-measure-to-cutter translation step
- Measurement data flows directly into cutting dimensions — one step, no transcription error
Cloud Application
- Design upload and management — import patterns directly from standard fashion/design software
- Job scheduling and queue management — operators see what's cutting, what's next, what's done
- Cutting history per customer — measurements and patterns stored persistently
/ stack /
Technologies used
Computer VisionCartesian RoboticsSensor FusionCloud Application
/ results /
What changed
30%
Fabric Waste Reduction
50%
Processing Speed Improvement
50%
Accuracy Improvement
200+
Employees, Trivandrum
- Manual cloth cutting replaced by automated, repeatable machine cutting
- Cutting precision consistent across every cut — operator skill no longer the constraint
- Cutting jobs queued, monitored, and tracked via cloud application
- Customer measurements stored digitally — no paper records, no transcription error
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