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Image-to-Tech-Pack AI converts a garment image into a production-ready tech pack that your factory can build without back-and-forth. The output must include an editable BOM with supplier references, annotated construction callouts, stitch and seam specs, POM definitions, graded measurement tables with tolerances, colorways, trims and labels, care and packaging, and exports your vendor can open without special software. It should also respect your size standards and naming conventions, map to your PLM fields, and support approvals. The F* Word delivers this outcome, not just a draft spec card or a silhouette guess.
In-house designer? Generate a factory-ready tech pack from your brief.
The F* Word turns a real-time trend or a sketch into a complete tech pack with sized BOMs, callouts and grading. Plus a brand-aligned moodboard. Free to try.
Designed for creative directors, design leads, technical designers, and merchandisers who move from trend images to confirmed styles. If you run concept reviews, line build, or SMS handoff, this is the moment where speed and production accuracy must meet.
Pre-production and PLM teams who own BOM integrity, measurements, and vendor-ready PDFs will find specifics on what to validate before sign-off. If your role binds concept to factory execution, see how this ties to your creative direction workflow without adding rework.
The New Black and similar tools excel at fast visual parsing. From a single image they detect silhouette, basic style lines, pockets, collars, and often estimate coarse measurements. They are helpful for quick spec cards that capture intent for early reviews or for assembling inspiration into structured references.
They can shorten the jump from moodboard to a draft, giving teams something concrete to discuss. For early costing ballparks or fit conversations, these tools create a useful starting point. Many also export a simple PDF, which suits concept buy-in inside design and merchandising. For broader workflow context, see how these inputs sit in AI fashion workflow software.
The F* Word turns an image into a factory-ready tech pack that survives production. Output includes a complete BOM with material codes, supplier and mill references, colorways and consumption, trim placements, label art placeholders, and care content. Measurements come with POM naming aligned to your standards, base size, grade rules for selected size ranges, and tolerances visible by POM.
Construction is explicit: stitch and seam types, SPI, finishing, hemming, topstitch distances, interlining, reinforcement, and packaging. Callouts are placed on the image with coordinate IDs that match the spec table. You can export layered PDFs and XLSX spec tables, and share vendor links without requiring logins. The system maps fields to your PLM attributes to avoid retyping, described in our AI Tech Pack Generation pillar.
It also fits the end-to-end workflow. You can kick off from a trend image, attach to a style record, roll BOM items across styles, track change history, and push approved packs to vendors. Factories can comment, request clarifications, and attach lab dips against the same spec, preserving one source of truth for production.
How The F* Word fits the production workflow for pre-production
| Buying signal | The New Black and other generic image-to-spec AI tools | The F* Word |
|---|---|---|
| Primary job | Turn images into draft specs for discussion and early internal alignment. | Convert images into complete, production-ready tech packs with approvals and vendor sharing. |
| Output handed to production | One to two page spec card, basic measurements, limited callouts, no graded table or tolerances. | Full BOM, POM with grades and tolerances, annotated construction, colorways, trims, labels, packaging, PDF and XLSX. |
| Fits the PLM workflow | Usually standalone PDFs, manual reentry into PLM, minimal field mapping. | Field mapping to PLM attributes, style record sync, change log preserved on export. |
| Best for | Inspiration capture, quick silhouette identification, early line discussion. | Design-to-vendor handoff, SMS and PPS readiness, and merchandising and launch workflow continuity. |
| Production risk if used alone | Ambiguity in construction and BOM, factory guesswork, cost surprises, remake cycles. | Low, specifications and tolerances explicit, vendor-ready formats reduce back-and-forth. |
| Pricing model | Per seat SaaS with usage credits tied to image parses. | Workspace plans with usage tiers, vendor sharing included, predictable per style costs. |
| Time to first usable output | Minutes to a draft, then hours or days to fill missing production details. | Minutes to a factory-ready pack, optional review rounds inside the same record. |
If a brand ships only a draft spec from generic tools, factories fill gaps. Missing stitch types, SPI, tolerances, and supplier codes create divergent interpretations. Costing shifts when trims or interlinings are not specified, and schedules slip while clarifications fly by email.
Manual reentry into PLM introduces errors and breaks traceability between approvals and what vendors build. SMS can deviate from intent, PPS fails for fit, and cartons arrive mislabeled. The F* Word keeps the record consistent through approvals, vendor handoff, and change tracking, which is essential for enterprise governance.
Export layered PDFs for drawings and callouts, XLSX for BOM and measurements, and a vendor link that works in any browser. Factories do not need special software.
AI proposes POM and estimates, then anchors to your size standards. You confirm base size and grade rules, producing a tolerance-backed table that factories can follow.
Yes. Upload your POM names, size scales, and grade rules once. The system reuses them so every tech pack matches your internal language and audit requirements.
Add supplier references, color codes, and consumption per size. Copy BOM items across styles and roll up shared components to control costs and ensure consistency.
Map fields to your PLM attributes. Push approved packs with BOM, POM, grades, and attachments, keeping change history aligned to the style record.
Share a vendor link. Factories comment on callouts, attach swatches and lab dips, and you resolve inside the same record. Decisions are logged for audit.
Most teams move from image to a vendor-ready pack in under 15 minutes, then spend 10 to 20 minutes on review and approvals before sharing.
Image-to-tech-pack is a draft. Factory-ready requires validation. The checklist below is what a technical designer signs off on before a tech pack is sent to a vendor for quoting or sampling.
| Check | Why it matters |
|---|---|
| Garment category | Wrong category creates wrong spec structure. |
| POM table | Images cannot reliably infer exact measurements. |
| BOM | Fabric composition, GSM, supplier codes, and trims need validation. |
| Grading | Size rules must be intentional, not guessed. |
| Construction notes | Factories need build logic, not visual description. |
| Tolerances | Fit and QC depend on tolerances. |
| Labels and packaging | Usually invisible in images. |
| Revision history | Factories need version control. |
| Technical review | Human approval remains required before handoff. |
See the workflow in action across creative, tech design, merchandising, and pre-production. Book a 20-minute walkthrough, see The F* Word turn your trend signals into a tech pack live.
Related: AI tech packs · Why tech pack templates fail · Technical sketches are not tech packs
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