Automated Proposal Builder for Franchising
A retrieval engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at franchising franchisor ops, writing down what only one person knows.
Small buyer counts, large contracts. You do not need many customers to build a real business. 687 ideas qualify, averaging 74/100 on the opportunity score. Membership is computed from the scores rather than chosen by hand, so the list updates whenever the corpus is rebuilt.
A retrieval engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at franchising franchisor ops, writing down what only one person knows.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes invoicing. Aimed at franchising field supervisors, so the work stops following people home.
A narrow classifier scoped to lead qualification alone — no platform, no migration, no six-month rollout. Aimed at hvac & plumbing field supervisors, writing down what only one person knows.
A narrow retrieval engine scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at hvac & plumbing field supervisors, going after the low-value tail everyone else skips.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at dental office managers, going after the low-value tail everyone else skips.
Point an autonomous agent at collections, and let people review output instead of producing it. Aimed at dental clinic admins, taking the phone queue off a human entirely.
A narrow autonomous agent scoped to scheduling alone — no platform, no migration, no six-month rollout. Aimed at life sciences study leads, charging only when it actually works.
Site selection handled by a forecasting model, with a human signing rather than writing. Aimed at life sciences lab managers, finding what the inspector would find, first.
RFP response handled by a long-context reviewer, with a human signing rather than writing. Aimed at mental health clinic admins, holding service constant on a smaller team.
Point a retrieval engine at customer support, and let people review output instead of producing it. Aimed at mental health program directors, proving value before anyone signs anything.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at home care compliance leads, finding what the inspector would find, first.
A workflow engine that sits beside the existing system, reads what it already produces, and closes grant & funding tracking. Aimed at insurance brokers, built for one person, not a department.
A narrow vision model scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at construction project managers, holding service constant on a smaller team.
An anomaly detector that handles margin monitoring end to end and hands a human the exceptions rather than the queue. Aimed at property management property managers, so the work stops following people home.
A narrow document parser scoped to onboarding alone — no platform, no migration, no six-month rollout. Aimed at facilities ops teams, surfacing the exposure nobody has priced.
A narrow document parser scoped to shift handover alone — no platform, no migration, no six-month rollout. Aimed at logistics ops teams, writing down what only one person knows.
A vision model that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at freight brokerage brokers, finding what the inspector would find, first.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at warehousing inventory planners, built for one person, not a department.
Point a workflow engine at vendor management, and let people review output instead of producing it. Aimed at manufacturing quality teams, going after the low-value tail everyone else skips.
A forecasting model that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at agriculture owner-operators, finding what the inspector would find, first.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at food production plant supervisors, surfacing the exposure nobody has priced.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes permit & licence tracking. Aimed at wholesale ops teams, closing the loop while everyone is asleep.
An anomaly detector that handles asset tracking end to end and hands a human the exceptions rather than the queue. Aimed at equipment rental ops teams, going after the low-value tail everyone else skips.
A document parser that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at education ops teams, catching the error before it becomes a change order.