Review & Open Decisions
Every generated detail is sorted into assumed, suggested, needs your input, and confirmed. You stay the final authority, not the model.
Live in Beta · Built for production, not just visualisation
Turn a garment photo into a factory-ready tech pack.
Upload a garment photo or sketch. SpecForm OS generates the technical flat, 3-view render, measurements, and BOM - structured and ready to send to a factory. Free account, no waitlist.
Not another AI image tool
Most AI fashion tools guess. SpecForm OS asks.
A good-looking flat is not a tech pack. SpecForm OS treats the handoff from your intent to a factory's certainty as the actual product. You confirm every call before it ships.
It sources, not just specs
SpecForm OS suggests real fabric suppliers, so your BOM points at where to actually buy the cloth.
A production-grade BOM
Component, material, fibre and usage, with a deep Pantone plus a metallics and finishes library.
Mochi validates your pack
Mochi, the in-workspace assistant, checks your tech pack against production rules and flags what still needs your input before export.
Other tools hand you a finished-looking pack and hope it is right. SpecForm OS shows its work.
Traction
Real usage. Real feedback. Getting better with every pack.
These are live numbers from the database, not projected signups. We launched the beta in July 2026, and the figures update automatically.
- 0
- Designers & talents joined since launch
- 0
- Tech packs generated
- 0.0/5
- Ease-of-use rating from Beta users
- 0
- Fashion brands & institutions in the pipeline
As of
What users and reviewers are saying
Working designers, in their own words.
Real, opt-in responses from the SpecForm OS Beta feedback survey, plus independent advisory review feedback from fashion technology specialists.
“SpecForm OS is the most thoughtful AI-trust mechanism seen across the tools reviewed for Fashion Forward to date.”
“SpecForm is closing the gap between having a vision and having the tools to build it.”
“A promising tool that already saves time with professional tech packs - with huge potential to become an essential part of every product development workflow.”
“The most innovative tool for designers. A new vision of fashion!”
“Very easy and straightforward to use - makes the process quick and efficient.”
“Great program - it gives me a lot of new opportunities. Now I have a sketch in a few minutes.”
Pricing
Beta is available now. Future capacity, made clear.
Every paid plan includes the full production workflow. Beta is the only plan available today; Starter, Pro and Studio show indicative future pricing.
Beta
Available nowLimited time availability
$20/mo
Billed monthly
Charged in USD at checkout. GBP list price £15/mo.
500 credits - up to 10 first-pass packs or ~5–6 revised styles
Full core workflow plus Beta-only benefits. Beta pricing locked in for founding subscribers.
Join Beta ProgramStarter
Coming soonFrom $25/mo
Indicative monthly price
500 credits - up to 10 first-pass packs or ~5–6 revised styles
Independent designers and early-stage labels. Indicative public pricing.
Coming soonPro
Coming soonFrom $90/mo
Indicative monthly price
2,000 credits - up to 40 first-pass packs or ~20–24 revised styles
Active indie brands and regular sampling workflows. Indicative public pricing.
Coming soonStudio
Coming soonFrom $130/mo
Indicative monthly price
3,000 credits - up to 60 first-pass packs or ~30–36 revised styles
Freelancers, studios and higher-volume teams.
Coming soon| Core workflow | Free | BetaMost picked | Starter | Pro | Studio |
|---|---|---|---|---|---|
| Capacity | |||||
| Monthly credits | Pay as you go | 500 / 1,000 / 3,000 | 500 / 1,000 | 2,000 / 3,000 | 3,000+ |
| Differentiators | |||||
| Priority generation queue | Not included | Included | Not included | Included | Included |
| Custom export templates (branded layouts) | Not included | Included | Not included | Not included | Included |
| Team seats (multi-user workspace) | Not included | Not included | Not included | Not included | Included |
| Custom dataset training (your blocks & make standards) | Not included | Not included | Not included | Not included | Included |
| AI production workflow | |||||
| Everything in every paid plan | Not included | Included | Included | Included | Included |
| |||||
| Foundations | |||||
| Manual tech-pack template | Included | Included | Included | Included | Included |
| Pay as you go (buy credits) | Included | Included | Included | Included | Included |
| Benefit | Free | Beta | Starter / Pro / Studio |
|---|---|---|---|
| Production Knowledge library (exclusive) | Not included | Included | Included |
| IP ownership of your designs | Included | Included | Included |
| Commercial rights on outputs | Included | Included | Included |
| Free-entry offer | Not included | Up to 2 first-pass packs | Not included |
| Referral credits | Not included | 50 / verified paid referral | 30 / verified paid referral |
| Beta community access | Not included | Included | Not included |
| Feature voting | Not included | Included | Not included |
| Early feature access | Not included | Included | Not included |
| Priority Beta support | Not included | Included | Not included |
| Feedback recognition / changelog credit | Not included | Included | Not included |
| Post-Beta offer (20% off first Public Access year) | Not included | Included | Not included |
Prices in GBP; future-plan pricing is indicative until commercial sign-off. A tech pack run spends 50 credits; the Free plan and one-off top-up packs are pay-as-you-go on top of any monthly allowance. Annual plans deliver credits monthly.
Privacy, ownership and control
Your designs stay yours.
Ownership
You retain ownership of your inputs and receive the rights SpecForm can assign in your generated tech packs, BOMs and technical files.
AI training
Paid customer designs, sketches and brand identifiers are not used to train SpecForm models.
Human access
Your creative files are processed by automated systems. Our team does not routinely review them.
Deletion & portability
Delete files from your dashboard to remove them from active storage; automated backups are purged within 30 days. Export PDF and editable SVG that stay usable outside SpecForm OS.
Application only · Limited to 100 members
Become one of the Founding 100.
Join a limited group of designers and brands using SpecForm OS in real development cycles. Founding members receive enhanced access, recognition and direct product influence in exchange for structured feedback and factory-workflow participation.
What you get
- 12-month price protection after general availability.
- Permanent Founding Member badge in your profile.
- Private Founding 100 Discord channel.
- Weekly group founder office hours.
- Priority feature testing and research interviews.
- Exclusive masterclasses from industry experts.
- Double referral credits - 100 per verified paid referral.
- Priority roadmap influence and case-study opportunities.
What we ask
- Use SpecForm OS on at least one real garment.
- Be sampling with a factory - or preparing to - within 90 days.
- Export and send at least one pack into a production workflow.
- Complete agreed feedback checkpoints during the cohort.
- Attend at least one feedback session or office hour.
- Allow SpecForm to request a testimonial or case study (approval always required).
Guides
Learn how tech packs actually work.
Practical, anti-gatekeeping guides on tech packs, bills of materials, points of measure, grading and sending a garment to the factory.
What Is a Tech Pack?A tech pack (technical package) is the complete set of specifications a factory needs to manufacture a garment correctly, technical flats, points of measure, a bill of materials, construction and finishing details, and labeling. It is the single source of truth between a designer and a factory.AI Tech Pack GeneratorSpecForm OS is an AI-native tech pack generator: upload a garment photo or sketch and it produces technical flats, photorealistic 3-view renders, measurement annotations, a bill of materials, and construction callouts, assembled into a factory-ready tech pack you can edit and export.Compare ToolsThere are several ways to build a tech pack, from spreadsheets and Illustrator templates to full PLM systems and AI-native tools. The right choice depends on your team size, volume, and how much translation risk you can afford between design and production.BOM GuideA bill of materials (BOM) is the itemized list of every material and component that goes into a garment, fabrics, trims, closures, thread, and labels, with placement, supplier, and consumption. It lets a factory quote accurately and source correctly.BOM TemplateThis is the bill of materials format sampling rooms actually want to read: one row per component, with placement, composition, colour, supplier, and consumption stated on every line. Copy the columns below into a spreadsheet, or auto-fill them from a garment photo with SpecForm OS.Points of MeasureA point of measure (POM) is a specific, agreed location on a garment where a measurement is taken, chest width, back length, sleeve opening, and so on. Together, points of measure form the measurement specification and size chart a factory uses to sample and grade a style consistently.GradingGrading is the process of scaling a garment's measurements from a base size up and down across a full size range, using consistent grade rules for each point of measure. It ensures a style fits proportionally at every size, not just the sample size.Technical FlatsA technical flat (or fashion flat) is a proportional, black-and-white line drawing of a garment shown as if laid flat, front, back, and detail views. Unlike a stylized fashion sketch, a flat communicates construction and proportion clearly enough for a factory to work from.Send to FactorySending a garment to production means handing a factory a complete, unambiguous tech pack, technical flats, a graded measurement spec, a bill of materials, and construction details, in a format they can open and act on. The clearer the pack, the faster and cheaper the sampling.Technical DesignerA technical designer is the bridge between creative design and manufacturing. They translate a concept into buildable specifications, technical flats, points of measure, bills of materials, construction details, and fit corrections, so a factory can produce the garment as intended.
Tutorials
▶ Virtual FittingVirtual fitting turns a flat garment reference into an on-body render, so you can see how a style reads on a figure before you commit to a sample. In SpecForm OS it runs as a quick action from the same reference you use for the rest of the pack.▶ Repeat PrintA repeat print is artwork built to tile seamlessly across fabric with no visible join. SpecForm OS turns a motif or reference into a clean, seamless repeat you can drop into a tech pack and hand to a mill.
Get started
Turn your next garment into a factory-ready tech pack.
Join the Beta community, create your free account and start building editable technical outputs in one connected workflow.