A complete first version inside a four-figure budget, so the downside is a few weekends rather than a year. 2,790 ideas qualify, averaging 73/100 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 document parser that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at auto repair service managers, going after the low-value tail everyone else skips.
Pricing handled by a document parser, with a human signing rather than writing. Aimed at auto repair service managers, proving value before anyone signs anything.
A document parser that sits beside the existing system, reads what it already produces, and closes invoicing. Aimed at equipment rental owner-operators, charging only when it actually works.
A narrow anomaly detector scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at equipment rental owner-operators, replacing the spreadsheet that currently holds it together.
A document parser that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at equipment rental ops teams, holding service constant on a smaller team.
A workflow engine that sits beside the existing system, reads what it already produces, and closes onboarding. Aimed at equipment rental ops teams, at a tenth of what the enterprise suite charges.
Point an anomaly detector at asset tracking, and let people review output instead of producing it. Aimed at equipment rental ops teams, finding what the inspector would find, first.
Point a document parser at expense review, and let people review output instead of producing it. Aimed at equipment rental ops teams, proving value before anyone signs anything.
A narrow forecasting model scoped to dispatch alone — no platform, no migration, no six-month rollout. Aimed at equipment rental dispatchers, writing down what only one person knows.
A document parser that sits beside the existing system, reads what it already produces, and closes quoting & estimating. Aimed at equipment rental dispatchers, replacing the spreadsheet that currently holds it together.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at equipment rental dispatchers, proving value before anyone signs anything.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes knowledge capture. Aimed at equipment rental dispatchers, surfacing the exposure nobody has priced.
Point an anomaly detector at vendor management, and let people review output instead of producing it. Aimed at education registrars, built for one person, not a department.
Vendor management handled by a workflow engine, with a human signing rather than writing. Aimed at education department heads, finding what the inspector would find, first.
A narrow document parser scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at education department heads, replacing the spreadsheet that currently holds it together.
A narrow document parser scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at education department heads, writing down what only one person knows.
Reconciliation handled by a reconciliation engine, with a human signing rather than writing. Aimed at education department heads, finding what the inspector would find, first.
Point a reconciliation engine at reconciliation, and let people review output instead of producing it. Aimed at education department heads, holding service constant on a smaller team.
Document review handled by a document parser, with a human signing rather than writing. Aimed at education program directors, replacing the spreadsheet that currently holds it together.
A narrow anomaly detector scoped to renewal management alone — no platform, no migration, no six-month rollout. Aimed at education ops teams, built for one person, not a department.
A workflow engine that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at trade schools registrars, writing down what only one person knows.
Point a retrieval engine at training & competency, and let people review output instead of producing it. Aimed at trade schools registrars, finding what the inspector would find, first.
An anomaly detector that handles asset tracking end to end and hands a human the exceptions rather than the queue. Aimed at trade schools registrars, holding service constant on a smaller team.
A document parser that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at trade schools program directors, holding service constant on a smaller team.