Gnaww · Print intelligence

The intelligence layer for print.

Gnaww turns messy print needs into proper specifications, and print catalogues into machine-readable capability. SpecMatch™ connects the two, making print understandable to agents, AI assistants and applications.

For print businesses

Get your machines seen. Make more of the capacity you already have.

You have already invested in the equipment, people and expertise. Gnaww helps put spare capacity to work by making what you can produce understandable to AI agents and software used to buy print.

No new storefront, major software project or dedicated technical team. Start with the information you already have and let us help with the rest.

One intelligence layer. Two sides of print.

Print that buyers, producers and AI can understand.

Buyers and agents describe what they need. Print businesses describe what they can make. Gnaww understands both sides, and SpecMatch™ explains which production capabilities fit each requirement. The intelligence is designed to grow more useful as verified print knowledge and experience develop. Your existing ecommerce, MIS and workflow systems can stay in place.

Explore Agentic Print
Buyer, agent or application requestGnawwUnderstands requirements and production capabilityPrint business equipment, catalogues and expertiseSpecMatch™ compares requirements with capability

See Gnaww at work

Print starts in more places than a print shop.

Buying print from an email

Extract products, quantities, finishes and missing details from everyday conversations.

Connecting ecommerce

Transform product and order data into consistent production requirements.

Building print into software

Give platforms a structured print intelligence layer through an API.

Connecting producers

Normalise catalogues and capabilities into profiles that can be matched against demand.

Shared Jawwws reference business

Meet Cops & Coffee.

A fictional independent coffee shop used across the Jawwws product family to demonstrate real business journeys. For Gnaww, it starts with a simple problem: they know what they want to achieve, but they do not know how to specify the print.

“We are opening a small coffee shop, have a modest budget and want to reach around 1,500 local households. We also need something customers can take away and a simple loyalty scheme.”

Gnaww interprets that intent, creates print requirements and uses SpecMatch™ to identify compatible production capability.

See the Cops & Coffee journey

For buyers

You should not need to understand print to buy print.

Tell Gnaww what you are trying to achieve. Use natural language, paste an email, or bring structured data. Gnaww interprets the requirement and turns it into a clear print requirement that software can work with.

  1. Describe what you need in your own words
  2. Gnaww turns it into a print requirement
  3. SpecMatch™ identifies compatible production capability
Join Gnaww Early Access

For print producers

Your presses know what they can produce. Does the rest of the internet?

Gnaww turns product catalogues and production capabilities into structured, matchable producer profiles, helping demand find the right production capability.

  1. Share a catalogue, spreadsheet, API or capability source
  2. Gnaww structures what you can produce
  3. SpecMatch™ makes your capability easier to discover and match
Join producer Early AccessSee it in action

For software platforms

Build print intelligence into the systems people already use.

Gnaww can sit behind ecommerce, procurement, MIS, workflow and AI experiences, turning customer intent or structured payloads into a print requirement before SpecMatch™ identifies compatible production capability.

Talk to us about the Gnaww API

Available today

Build with the same print intelligence Gnaww uses.

Gnaww exposes print interpretation, Recipe identity and SpecMatch™ through its public developer API, CLI and official SDKs. Commercial facts such as current price, availability, producer acceptance and ordering remain separate from capability matching and are supplied only by the transaction route that owns them.

Explore the Gnaww developer platform →