Starting a business
Turn a business goal into a sensible print pack without needing print expertise.
See the Cops & Coffee example →
Gnaww · Print intelligence
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
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.
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 PrintSee Gnaww at work
Turn a business goal into a sensible print pack without needing print expertise.
See the Cops & Coffee example →Extract products, quantities, finishes and missing details from everyday conversations.
Transform product and order data into consistent production requirements.
Give platforms a structured print intelligence layer through an API.
Normalise catalogues and capabilities into profiles that can be matched against demand.
Shared Jawwws reference business
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 journeyFor buyers
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.
For print producers
Gnaww turns product catalogues and production capabilities into structured, matchable producer profiles, helping demand find the right production capability.
For software platforms
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 APIAvailable today
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 →