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.
Scheduling handled by an autonomous agent, with a human signing rather than writing. Aimed at construction ops teams, holding service constant on a smaller team.
A forecasting model that sits beside the existing system, reads what it already produces, and closes lead qualification. Aimed at construction ops teams, writing down what only one person knows.
Customer support handled by a retrieval engine, with a human signing rather than writing. Aimed at construction owner-operators, going after the low-value tail everyone else skips.
An anomaly detector that handles expense review end to end and hands a human the exceptions rather than the queue. Aimed at architecture principals, replacing the spreadsheet that currently holds it together.
A document parser that handles grant & funding tracking end to end and hands a human the exceptions rather than the queue. Aimed at architecture principals, proving value before anyone signs anything.
A classifier that handles expense review end to end and hands a human the exceptions rather than the queue. Aimed at architecture project architects, so the work stops following people home.
Inspection handled by a vision model, with a human signing rather than writing. Aimed at architecture ops teams, going after the low-value tail everyone else skips.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes vendor management. Aimed at property management owner-operators, finding what the inspector would find, first.
Document review handled by a retrieval engine, with a human signing rather than writing. Aimed at facilities maintenance leads, charging only when it actually works.
An anomaly detector that handles renewal management end to end and hands a human the exceptions rather than the queue. Aimed at logistics fleet owners, holding service constant on a smaller team.
Reporting & analytics handled by a document parser, with a human signing rather than writing. Aimed at logistics dispatchers, finding what the inspector would find, first.
A narrow document parser scoped to reconciliation alone — no platform, no migration, no six-month rollout. Aimed at logistics dispatchers, finding what the inspector would find, first.
Point an anomaly detector at quality control, and let people review output instead of producing it. Aimed at warehousing warehouse teams, writing down what only one person knows.
Shift handover handled by a workflow engine, with a human signing rather than writing. Aimed at manufacturing plant supervisors, replacing the spreadsheet that currently holds it together.
Point a forecasting model at site selection, and let people review output instead of producing it. Aimed at manufacturing plant supervisors, so the work stops following people home.
A forecasting model that handles quality control end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing ops teams, writing down what only one person knows.
A change monitor that handles permit & licence tracking end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing ops teams, starting from data the business already produces.
A document parser that handles onboarding end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing quality teams, writing down what only one person knows.
Grant & funding tracking handled by a retrieval engine, with a human signing rather than writing. Aimed at manufacturing quality teams, replacing the spreadsheet that currently holds it together.
Document review handled by a document parser, with a human signing rather than writing. Aimed at manufacturing quality teams, replacing the spreadsheet that currently holds it together.
Grant & funding tracking handled by a retrieval engine, with a human signing rather than writing. Aimed at manufacturing maintenance leads, so the work stops following people home.
A narrow voice agent scoped to field reporting alone — no platform, no migration, no six-month rollout. Aimed at manufacturing maintenance leads, holding service constant on a smaller team.
Risk assessment handled by a forecasting model, with a human signing rather than writing. Aimed at manufacturing maintenance leads, built for one person, not a department.
A narrow forecasting model scoped to pricing alone — no platform, no migration, no six-month rollout. Aimed at manufacturing maintenance leads, replacing the spreadsheet that currently holds it together.