CIIU 1410 · Bespoke
Technical patternmaking
Blocks, darts, seam allowances and fabric yield generated as structured data, not as drawings on paper.
Powered by Anthropic Claude API & Supabase
The AI-Native Operating System for Bespoke Tailoring & Custom Textile Manufacturing
Hanan Sartorial S.A.C. digitizes technical patternmaking, colorimetric calibration from screen to fabric, DTF and sublimation printing, and industrial embroidery — converting natural-language orders into production-ready specifications for our Taller Hanan atelier in Cusco, Peru.
CAD PATTERN ENGINE · TALLER HANAN
CLAUDE API
Pattern block
HS-BESPOKE-01
Colour ΔE2000
< 0.85 ICC
Edge sync
Supabase
Natural language order intake
C
inbound · order channel
“I need a midnight navy three-piece suit for a 1.81 m client — structured shoulders, peak lapels, sport-elegante drape — plus 60 sublimated technical jackets with our palette #0B0C10 and #D4AF37.”
reasoning pipeline0%
Autonomous atelier orchestration
- Decomposing a composite order: bespoke suit plus technical run
- Computing anthropometric pattern adjustments for a 1.81 m block
- Calibrating the ICC profile: screen RGB to textile ink curves
- Validating seam allowances, insulation and stitch density
- Persisting the versioned spec to the Supabase “Taller Hanan” DB
› org: "HANAN SARTORIAL S.A.C." · db: "taller_hanan"
› status: "spec_ready" · sign_off: "sartorial_director"
Interface simulation rendered in the browser.
Legal entity
HANAN SARTORIAL S.A.C.
Registry · CIIU
SUNARP Cusco · 1410
Headquarters
Cusco, Peru
Core stack
Claude API · Supabase
Colorimetry · DTF & sublimation
Screen to fabric, without drift
Palette values mapped to ink curves and press parameters before any film or garment is committed.
Taller Hanan · Cusco
Embroidery matrices
Stitch count, density, underlay and stabiliser resolved as a file the machine can run directly.
IThe thesis
Bespoke has never scaled. Three reasons, all of them solvable.
Custom tailoring and short-run textile manufacturing have resisted industrialisation for a century — not because the craft cannot be taught, but because the information around it was never captured.
I.
Interpretation is manual
Every order arrives as a conversation. Turning “slim but not tight” into a pattern block, a fabric consumption and a cutting plan is tacit knowledge held by one person, repeated by hand, order after order.
II.
Errors surface in material
A wrong colour profile or an excessive stitch density is not discovered on screen. It is discovered once the film, the thread and the garments are already spent — and the workshop absorbs the loss.
III.
Knowledge leaves with the craftsman
Decades of corrections live in the heads of master tailors and machine operators. Nothing writes them down, so every workshop relearns the same lessons at its own expense.
We are building the layer that holds all three — so the craft compounds instead of resetting.
IICore AI architecture
Three modules, built on Claude
Each one removes a bottleneck named above: interpretation, technical validation, and the knowledge of the shop floor.
01
Virtual Sartorial & Pattern Architect
Transforms natural-language requests and anthropometric profiles into normalised CAD pattern blocks, seam allowances, fabric consumption tables and sequenced cutting instructions.
- Bespoke suits, sport-elegante garments and technical outerwear
- Automated posture, drop and anatomical balance checks
- Fabric yield and bill-of-materials costing
02
Colorimetric & Pre-Flight Engine
Closes the gap between the screen and the printed fabric for sublimation, DTF batches and multi-head embroidery matrices — before any material is consumed.
- RGB/HEX to CMYK+W ink and thermal transfer mapping
- Stitch density, underlay and pull compensation
- Gang-sheet nesting and station queue routing
03
Taller Hanan RAG Copilot
A bilingual technical assistant for master tailors and operators, grounded in our Supabase knowledge base: pattern history, fabric shrinkage, thermal parameters and past corrections.
- Low-latency retrieval over PostgreSQL and pgvector
- Answers on press temperature, coating and thread tension
- Operator corrections captured as institutional memory
IIIInteractive spec generator
From a client prompt to a production file
Write an order the way a client would write it — in English or Spanish — and the engine parses it, derives the pattern, colour and machine parameters, and returns the production specification. Edit the text and run it again: the output changes with it.
Natural language input
Computed in your browser from the text above. When the /api/spec endpoint is configured, the same panel runs the request through the Claude API server-side.
IVSystem architecture
Supabase “Taller Hanan” + Claude API
Our platform did not begin as a pitch deck. It began as “Taller Hanan”, the internal Supabase project deployed to run the atelier itself — the system of record for patterns, clients, measurements, fabrics and machine parameters.
Rather than rebuild from zero we promoted that project to the platform's data backbone. Its relational schema, row-level security policies and realtime channels now serve the AI microservices directly, so every model call is grounded in operational data rather than synthetic fixtures.
Design principle: the AI layer never owns state. Claude reasons; Supabase remembers. Every generated specification is written back as a versioned, auditable record that a master tailor can approve, amend or reject.
Claude APISupabase
PostgreSQLpgvectorCloudflare Pages
Layer 01 · Surfaces
Executive portal & shop-floor terminals
High-contrast interfaces for patternmakers, colourists and executives: inspect orders, approve tolerances and watch the production queue in real time.
Web appShop-floor UIDashboard
Layer 02 · Intelligence
Claude API orchestration & tool use
Stateless inference pipelines on Edge Functions: anthropometric pattern logic, RGB-to-fabric colour translation and retrieval-augmented technical assistance. Structured outputs are schema-validated before they persist.
Claude APITool useJSON schemaEdge Functions
Layer 03 · System of record
Supabase core — project “Taller Hanan”
Central persistence for client measurements, CAD pattern versions, sublimation ICC profiles, embroidery DST files and operator feedback loops — with authentication, row-level security and realtime channels.
PostgreSQLAuth + RLSRealtimeStoragepgvector
Layer 04 · Physical
Taller Hanan — atelier operations
Where software meets fabric: cutting and tailoring, DTF and sublimation transfer, industrial embroidery and quality control — each station closing the loop by writing its result back into the database.
TailoringDTF / SublimationEmbroideryQC
VFounding partnership
Executive leadership
A founding team uniting cloud software architecture, AI orchestration and sartorial direction — the engineering and the atelier under one roof.
VM
Vicente Angel Mamani Rodriguez
Co-Founder · CEO & Chief Technology Architect
Leads the company's cloud infrastructure on Supabase, the Claude API integration, colorimetric calibration systems and the automation of technical patternmaking. Directs corporate strategy and software engineering.
- AI systems architecture and the Supabase “Taller Hanan” backend
- Technical pattern drafting and screen-to-textile colour management
- Process automation and corporate governance
MS
Marshiori Geraldin Salas Mamani
Co-Founder · COO & Sartorial Director
Directs sartorial operations, garment construction and quality control at Taller Hanan. She establishes the textile tolerances that every generated specification must satisfy before production begins.
- Bespoke construction and fitting standards (CIIU 1410)
- Textile quality assurance across sublimation, DTF and embroidery
- Atelier workflow leadership and material innovation
[email protected]
Cusco, Perú
VICorporate & compliance
Formally incorporated in Peru
HANAN SARTORIAL S.A.C. is a Sociedad Anónima Cerrada registered before SUNARP in Cusco, Peru, operating under CIIU 1410 together with software development activities.
Legal corporate name
HANAN SARTORIAL S.A.C.
Sociedad Anónima Cerrada · CIIU 1410 — apparel manufacture, with software development
Commercial brand & operating lab
Hanan Sartorial · Taller Hanan
Public registry — SUNARP
Zona Registral N° X — Sede Cusco
Título N° 2026-01628576
Reserva N° 2026-Z6446190
Reserva N° 2026-Z6446190
Registered headquarters
Urb. Ucchullu, Parque España — Cusco, Perú