For apparel teams moving styles into sampling

AI tech pack generator for garment images and notes.

Q: Can I create a tech pack from a photo, sketch, or flat drawing?

Yes. Alignes is built for garment photos, sketches, flat drawings, and design notes. Better references give the AI more context for generating the tech pack.

Q: Can I send the generated tech pack straight to a factory?

Alignes is designed to generate a factory-handoff style tech pack. Your team should still make sure final measurements, materials, artwork, tolerances, and style decisions match the real product before production.

Q: Is Alignes a PLM replacement?

No. Alignes sits between fragmented manual workflows and heavier PLM systems. It is designed for teams that want a lighter, faster tech pack workflow without enterprise overhead.

Upload garment photos, sketches, and notes. Styneo generates a complete structured tech pack with specs, measurements, BOM, construction, callouts, flat sketches, and export in one workflow.

Create your first tech pack View generated sample

Photos + sketches + notes

INPUTS

"Front/back photos help. Keep the fit slightly boxy."

Generating tech pack...STRUCTURED OUTPUT

Analyzed garment inputs

Built spec sections

Generated complete tech pack

Generated pack

What your AI-generated tech pack includes

This is the core output: a complete generated tech pack with the technical sections apparel teams need for sampling and downstream handoff.

Flat sketches and references

Show the generated garment view alongside the input context that shaped the first pack.

Specs, POMs, and measurements

Generate base-size measurements, points of measure, and graded size detail in a structured table.

BOM, materials, and trims

Keep fabrics, trims, components, and material notes in one structured section.

Construction and callouts

Use construction notes and visual callouts to make important build details easier to inspect.

Colorways and artwork notes

Carry color, artwork, placement, and style-specific visual details into the generated pack.

PDF export and read-only share

Export the current pack or share a read-only version with downstream partners.

Who this is for

Built for teams moving real styles into sampling

Best when the garment is already defined and the next bottleneck is turning references into a structured tech pack.

Founder-led apparel brands

Move active styles into sampling without rebuilding every tech pack from a blank template.

Freelance technical designers

Create a structured pack faster, with room for exact client or style-specific adjustments.

Product development teams

Keep specs, BOM, construction, callouts, and export tied to one current pack.

How Styneo turns garment inputs into a generated tech pack

Upload references, generate the structured pack, then export or share the current version.

01 // Upload

Upload photos, sketches, and notes

Start from garment photos, sketches, flat drawings, and notes that describe the style you want to move into sampling.

02 // Generate

Generate the tech pack

Styneo turns the inputs into a complete structured tech pack with specs, measurements, BOM, construction, callouts, and flat sketches.

03 // Refine

Tweak final style details

When a style needs exact changes, update measurements, materials, artwork, or notes without rebuilding the pack.

04 // Export

Export or share the current pack

Export the latest PDF or share a read-only workspace view so downstream partners see the same current version.

Tech Pack Workspace

A generated tech pack with real technical sections.

The workspace keeps measurements, BOM, construction, callouts, artwork, and export tied to the same generated pack. Style-specific changes stay there when you need them.

Tech Pack Workspace

Strong output with full control in one current pack

Measurements

Sample size M

Structured measurements stay clear inside the current tech pack.

Chest Width (1" below armhole)

58.0 cm

Shoulder Drop

24.0 cm

Bill of Materials

Material spec

Fabric specs stay tied to the same downstream tech pack.

Self Fabric

Standard Cotton Jersey / 180gsm

Composition

100% Cotton

Pack status

The current tech pack stays strong, structured, and ready for any final style-specific updates.

Current version

Tech Pack: TS-BX-01

Current version

Points of Measure

Sample Size: Medium (M)

CODE	DESCRIPTION	TOL (+/-)	SPEC (cm)
A	Front Length from HPS	1.0	72.0
B	Chest Width (1" below armhole)	1.0	58.0
C	Bottom Hem Width	1.0	57.0
D	Shoulder Drop	0.5	24.0

Bill of Materials

Fabrics, Trims & Hardware

PLACEMENT	ITEM	SPEC NOTES
Self	Standard Cotton Jersey 100% Cotton, 180gsm	180gsm jersey
Neckband	1x1 Rib Knit 95% Cotton, 5% Elastane	Collar + cuffs
Labels	Woven Main Label Center back neck, 4x4cm	Branding placement

Export or share the generated tech pack.

Preview and export the PDF from the same workspace where measurements, BOM, callouts, construction details, and visuals stay together.

Measurement tables, sketches, callouts, and BOM in one structured document.
Read-only share view for factories or internal stakeholders.
Cleaner handoff with less version drift across files.

View generated sample

Full Zip Hooded Sweatshirt

How Styneo compares with templates, freelancers, AI image generators, and PLM

Each option can help at a different stage. Styneo is for the moment when you already know the garment and want AI to generate the structured tech pack instead of assembling every section by hand.

Templates

Useful for a blank starting point, but every measurement table, BOM row, callout, and revision still has to be assembled by hand.

Freelancers and service studios

Expert help can be valuable, but every variant, correction, and handoff question depends on another person and another revision loop.

Styneo

Best fit

Best when you already know the garment and need AI to generate a complete tech pack instead of rebuilding the document manually.

AI image generators

Good for concept visuals and exploration. Different job when you need AI to turn a known garment into specs, BOM, construction, and exportable documentation.

Heavy PLM

Strong for enterprise process, approvals, and integrations. Usually more system than a lean team needs to generate and update a pack for sampling.

Plans

Plans for teams moving active styles through pre-production.

Choose the monthly tech pack volume that matches your pace. Credits are used only for new tech packs. Once a tech pack exists, your team can keep working from the same structured pack in the workspace without spending more credits on every adjustment.

One tech pack

$5one-time

One-time tech pack

1 generated tech pack

No subscription required

For trying Styneo or generating a single active style without a subscription.

Start without monthly billing
Choose quantity at checkout
Workspace, PDF preview, and export included

Need more than one? choose quantity at checkout.

Buy one tech pack

Launch

$24/mo

Monthly volume

Best start

6 tech packs / month

$4 each

For founder-led brands and lean apparel teams moving active styles into sampling.

Structured tech pack workspace
PDF preview and export
Add one-time tech packs when a month gets busy

Start Launch

Studio

$99/mo

Monthly volume

Most capacity

30 tech packs / month

$3.30 each

For studios and growing product teams with multiple active styles or heavier sampling cycles.

Same structured workspace, preview, and export workflow
Better fit for parallel style development
One-time tech packs available without switching plans mid-month

Choose Studio

Billing

Subscriptions renew unless canceled; one-time tech pack purchases do not require a subscription. Taxes are calculated at checkout where applicable. See Terms & Conditions and Refund Policy and Billing Help.

How credits work

Credits are used for new tech pack generation only.

Once a tech pack is generated, your team can keep working from the same structured pack in the workspace without spending extra credits on every adjustment.

Common questions

Can I create a tech pack from a photo, sketch, or flat drawing?

Yes. Styneo is built for garment photos, sketches, flat drawings, and design notes. Better references give the AI more context for generating the tech pack.

Can I send the generated tech pack straight to a factory?

Styneo is designed to generate a factory-handoff style tech pack. Your team should still make sure final measurements, materials, artwork, tolerances, and style decisions match the real product before production.

How is this different from AI image generators?

AI image generators are usually built for concepts, outfits, or renderings. Styneo also uses AI, but the output is a structured tech pack with measurements, BOM, construction, callouts, and export.

Can I make changes after generation?

Yes. Measurements, BOM, construction notes, artwork, and callouts stay structured in one workspace so your team can adjust style-specific details before export.

What do credits pay for?

Credits are used for new tech pack generation. Once a tech pack exists, your team can keep working from the same structured pack in the workspace.

Is Styneo a PLM replacement?

No. Styneo sits between fragmented manual workflows and heavier PLM systems. It is designed for teams that want a lighter, faster tech pack workflow without enterprise overhead.

Can I share the result outside the app?

Yes. The current workflow supports PDF preview/export and a public read-only share view for downstream visibility.

Who is this best for?

It is best for founder-led apparel brands, freelance technical designers, and product development teams preparing active styles for sampling or factory handoff.

Ready to generate your first tech pack?

Create your account, start with your next active style, and move from garment references to a structured pack your team can export and share.

Create your first tech pack