# Jawwws Gnaww Jawwws Gnaww is the Print Intelligence API from Jawwws Ltd. Canonical website: https://gnaww.io Early Access enquiries: https://gnaww.io/contact Parent company: https://jawwws.com ## Product position Product name: Jawwws Gnaww Tagline: The intelligence layer for print. Product category: Print Intelligence API Descriptor: Gnaww, powered by SpecMatch™. ## What Jawwws Gnaww does Jawwws Gnaww converts messy, incomplete or inconsistently described print requirements into structured, production-ready print specifications. It can begin with natural language, emails, spreadsheets, CSV rows, structured API payloads or other print requirement sources. Jawwws Gnaww also works from the production side by transforming producer catalogues and production capabilities into structured Producer Capability Profiles. Once a print requirement has been structured, SpecMatch™ compares that requirement with approved Producer Capability Profiles and returns compatibility information, reasons, warnings and blockers. ## Core model Typical demand-side flow: Print intent -> Gnaww interpretation -> Jawwws Print Job Specification -> SpecMatch™ -> compatible producer capability Typical supply-side flow: Producer catalogue or capability data -> Gnaww ingestion and normalisation -> Producer Capability Profile -> validation and approval -> SpecMatch™ eligibility ## SpecMatch™ SpecMatch™ is the Jawwws Gnaww capability-matching mechanism. It is intended to be deterministic and explainable. It compares a canonical print requirement with structured producer capabilities and can return match scores, reasons, differences, warnings and blockers. Live price, turnaround, availability and fulfilment can be supplied by specific live integrations where those capabilities are available. ## Primary audiences ### Buyers Businesses, agencies and teams that know what outcome they need but may not know how to describe a production-ready print specification. ### Print producers Printers and manufacturers that want their products, catalogues and production capabilities to be structured, discoverable and matchable against demand. ### Software platforms Ecommerce, procurement, MIS, workflow, marketplace and AI products that need to interpret print requirements or add print intelligence through an API. ## Already in production Jawwws Gnaww is already interpreting real print requirements and matching them to real producers. ### Inside Jawwws Bytes Jawwws Gnaww provides the print intelligence layer within Jawwws Bytes. ### Automated merchandise print for Tiger Darts A customer can order on the Tiger Darts Shopify store, Gnaww matches the requirement to a producer and the order flows to production without a manual print specification in between. Tiger Darts is a Jawwws sister company. ### Buying print for live client work Jawwws uses Gnaww to specify and buy print for real client organisations, including work in sectors such as healthcare and local government. Live fulfilment runs through specific integrations, with pricing, turnaround and availability supplied where supported by the connected production route. ## Team and experience Jawwws Gnaww was built by people with experience running print, ecommerce and production technology at scale. Lee McIntosh is the founder of Jawwws and former CTO of The Printed Group, where he helped lead Printed.com from a small London ecommerce start-up into a vertically integrated print technology and manufacturing business, bringing production in-house and building the print API that later launched publicly as PrintedDirect. The wider team brings former Printed.com ecommerce leadership and original engineering experience alongside current Jawwws product, platform and print operations expertise. ## Use cases ### Starting a business A new business can describe its goals, budget, audience and intended outcome without knowing print terminology. Jawwws Gnaww can interpret the request and create one or more structured print specifications before SpecMatch™ identifies compatible production capability. Example: Cops & Coffee, a fictional independent coffee shop used as a shared Jawwws reference business across Gnaww, Bytes and Sonar. Use case: https://gnaww.io/use-cases/cops-and-coffee ### Buying print from an email Example input: "Can we have another 5,000 of those flyers, but matt this time?" Jawwws Gnaww can extract known information, identify unresolved fields and prepare the requirement for structured production workflows. ### Connecting ecommerce Jawwws Gnaww can normalise inconsistent product and order data into a common print specification model. ### Building print into software Platforms can submit natural-language or structured payloads to Jawwws Gnaww and consume structured specification and SpecMatch™ output inside their own workflows. ### Connecting producers Producer catalogues, spreadsheets, APIs and capability data can be transformed into structured Producer Capability Profiles suitable for validation and matching. ## Cops & Coffee Cops & Coffee is a fictional reference business shared across the Jawwws product family and is not presented as a real trading coffee shop. Jawwws Gnaww uses Cops & Coffee to demonstrate print requirement interpretation and SpecMatch™. Bytes can use the same business to demonstrate trackable QR codes, short links and offline-to-online engagement. Sonar can use the same business to demonstrate stock, order and fulfilment workflows. ## Key public pages - Home: https://gnaww.io/ - Use cases: https://gnaww.io/use-cases - Cops & Coffee use case: https://gnaww.io/use-cases/cops-and-coffee - About and production proof: https://gnaww.io/about - Contact: https://gnaww.io/contact - Privacy: https://gnaww.io/privacy - Cookies: https://gnaww.io/cookies - Terms: https://gnaww.io/terms - Acceptable Use: https://gnaww.io/acceptable-use - Concise LLM summary: https://gnaww.io/llms.txt ## Contact General enquiries: gnaww@jawwws.com SpecMatch™ is a trade mark of Jawwws Ltd. UK trade mark application pending. Copyright © 2026 Jawwws Ltd. All rights reserved.