Data loops and workflow lock-in that compound. Slower to start, much harder to copy. 2,022 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.
Point a retrieval engine at knowledge capture, and let people review output instead of producing it. Aimed at waste management fleet owners, built for one person, not a department.
A retrieval engine that handles claims & appeals end to end and hands a human the exceptions rather than the queue. Aimed at waste management fleet owners, built for one person, not a department.
Training & competency handled by a retrieval engine, with a human signing rather than writing. Aimed at waste management route planners, at a tenth of what the enterprise suite charges.
Collections handled by an autonomous agent, with a human signing rather than writing. Aimed at agriculture co-op managers, replacing the spreadsheet that currently holds it together.
Point a long-context reviewer at proposal writing, and let people review output instead of producing it. Aimed at agriculture agronomists, built for one person, not a department.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at food production plant supervisors, charging only when it actually works.
Point a retrieval engine at risk assessment, and let people review output instead of producing it. Aimed at food production quality teams, proving value before anyone signs anything.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at wholesale inventory planners, finding what the inspector would find, first.
A forecasting model that handles demand forecasting end to end and hands a human the exceptions rather than the queue. Aimed at equipment rental owner-operators, starting from data the business already produces.
A narrow reconciliation engine scoped to vendor management alone — no platform, no migration, no six-month rollout. Aimed at government compliance leads, writing down what only one person knows.
A narrow long-context reviewer scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at government compliance leads, closing the loop while everyone is asleep.
Margin monitoring handled by an anomaly detector, with a human signing rather than writing. Aimed at government compliance leads, going after the low-value tail everyone else skips.
A narrow reconciliation engine scoped to vendor management alone — no platform, no migration, no six-month rollout. Aimed at government ops teams, at a tenth of what the enterprise suite charges.
A forecasting model that handles pricing end to end and hands a human the exceptions rather than the queue. Aimed at government ops teams, closing the loop while everyone is asleep.
A document parser that sits beside the existing system, reads what it already produces, and closes reconciliation. Aimed at government ops teams, closing the loop while everyone is asleep.
A narrow retrieval engine scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at public safety department heads, built for one person, not a department.
Point a retrieval engine at proposal writing, and let people review output instead of producing it. Aimed at public safety department heads, built for one person, not a department.
A voice agent that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Aimed at public safety department heads, writing down what only one person knows.
A narrow reconciliation engine scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at public safety ops teams, writing down what only one person knows.
Point an anomaly detector at permit & licence tracking, and let people review output instead of producing it. Aimed at public safety compliance leads, catching the error before it becomes a change order.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at public safety compliance leads, finding what the inspector would find, first.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes vendor management. Aimed at public safety compliance leads, holding service constant on a smaller team.
A vision model that sits beside the existing system, reads what it already produces, and closes quality control. Aimed at public safety compliance leads, replacing the spreadsheet that currently holds it together.
Point a retrieval engine at knowledge capture, and let people review output instead of producing it. Aimed at public safety compliance leads, proving value before anyone signs anything.