1. Regional°hard word fast-casual°hard word restaurant chain (~40 locations°hard word, 500 employees°hard word). Currently paying $50K–150K per°hard word year for point-of-sale°hard word, inventory°hard word management°hard word, scheduling°hard word, and loyalty°hard word systems from vendors°hard word like Toast°hard word or Square. Their general manager knows exactly what they need — she's°hard word been running restaurants for 20 years. A freely licensed°hard word scheduling°hard word and inventory°hard word system, generated°hard word by a large language model (LLM°hard word) and tailored to their specific°hard word supply°hard word chain (they source locally°hard word, their waste patterns are seasonal°hard word), replaces generic°hard word software-as-a-service°hard word (SaaS°hard word) with something that actually fits. If another regional°hard word chain forks the code°hard word and improves it for their context°hard word, the license°hard word requires°hard word those improvements°hard word to flow°hard word back.
2. Mid-market°hard word tax and accounting firm°hard word (~200 professionals°hard word, 500 total°hard word with admin°hard word and seasonal°hard word staff). Paying heavily°hard word for practice management°hard word software, document°hard word management°hard word, and client°hard word portals°hard word. Their workflows°hard word are highly specific°hard word — they specialize°hard word in multi-state°hard word businesses, and no off-the-shelf°hard word product°hard word handles their interstate°hard word allocation°hard word review°hard word well. A copyleft-licensed°hard word practice management°hard word platform°hard word, generated°hard word and customized°hard word with LLM°hard word assistance°hard word, replaces $200K or more in annual°hard word SaaS°hard word costs°hard word. The senior°hard word partners can describe exactly what the software should do because they've°hard word been doing°hard word it manually°hard word for decades.
3. Heating, ventilation°hard word, and air conditioning (HVAC°hard word) contractor°hard word (500 employees°hard word across field and office). Job costing°hard word, dispatch°hard word, equipment°hard word tracking, warranty°hard word management°hard word — they use a patchwork°hard word of ServiceTitan°hard word, spreadsheets°hard word, and paper. Their operations vice°hard word president°hard word has a whiteboard°hard word in his office with the dispatch°hard word logic°hard word that no software vendor°hard word has ever°hard word captured°hard word properly. LLM-generated°hard word, freely licensed°hard word dispatch°hard word and job costing°hard word tools reflect°hard word his actual°hard word decision logic°hard word. The copyleft°hard word terms mean that if another mechanical°hard word contractor°hard word improves the estimating°hard word module°hard word, the improvements°hard word are shared°hard word.
4. Regional°hard word healthcare°hard word staffing agency°hard word (500 employees°hard word, placing°hard word nurses and allied°hard word health professionals°hard word). Credential°hard word tracking, shift°hard word matching, compliance°hard word documentation°hard word, client°hard word billing°hard word — they currently use a $300K-per-year°hard word platform°hard word that was designed for light industrial°hard word staffing and awkwardly°hard word adapted°hard word. Their compliance°hard word director°hard word knows every state board requirement°hard word by heart. A copyleft-licensed°hard word credentialing°hard word and matching system, built°hard word to their specification°hard word via°hard word LLM°hard word, replaces a tool that never quite fit. Competing°hard word staffing agencies°hard word in other regions°hard word can adopt°hard word it, but must share their improvements°hard word — building a cooperative°hard word infrastructure°hard word for an industry where the software was never the competitive°hard word advantage°hard word. Relationships°hard word and reliability°hard word are.
5. Multi-location°hard word auto°hard word dealership°hard word group (8 dealerships°hard word, ~500 employees°hard word). Customer°hard word relationship°hard word management°hard word (CRM°hard word), finance°hard word and insurance (F&I) workflow°hard word, inventory°hard word management°hard word, service scheduling°hard word. Paying CDK°hard word or Reynolds°hard word & Reynolds°hard word enormous sums°hard word for systems that are notoriously°hard word inflexible°hard word. Their F&I managers have precise°hard word processes honed°hard word over years that the software fights against rather than supporting. LLM-generated°hard word, copyleft-licensed°hard word dealership°hard word management°hard word tools match their actual°hard word workflow°hard word. The license°hard word is particularly interesting here because the dealer management°hard word software market is an oligopoly°hard word that charges exorbitantly°hard word — a shared°hard word, freely licensed°hard word alternative°hard word would break that lock-in°hard word for the entire°hard word industry, and the copyleft°hard word terms ensure°hard word no single dealership°hard word group can privatize°hard word the improvements°hard word.
6. Specialty°hard word food distributor°hard word (warehouse, delivery°hard word fleet, sales team — 500 employees°hard word). Route°hard word optimization°hard word, order management°hard word, lot tracking, customer-specific°hard word pricing°hard word. Currently patching°hard word together an enterprise°hard word resource°hard word planning°hard word (ERP°hard word) system that was designed for manufacturing°hard word with bolt-on°hard word logistics°hard word tools. Their logistics°hard word manager has route°hard word knowledge in her head that no generic°hard word optimizer°hard word captures°hard word — she knows which customers°hard word have loading dock restrictions°hard word, which ones need Thursday delivery°hard word because they're°hard word closed Friday, which drivers can handle the mountain routes°hard word in winter. A copyleft-licensed°hard word distribution management°hard word system built°hard word from her specifications°hard word via°hard word LLM°hard word replaces $100K or more in mismatched°hard word SaaS°hard word. The license°hard word means other specialty°hard word distributors°hard word — craft beer, organic°hard word produce — can adopt°hard word and extend°hard word it for their verticals°hard word.