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.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes maintenance planning. Aimed at insurance underwriters, holding service constant on a smaller team.
Shift handover handled by a document parser, with a human signing rather than writing. Aimed at insurance underwriters, taking the phone queue off a human entirely.
A workflow engine that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at insurance claims teams, charging only when it actually works.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes grant & funding tracking. Aimed at insurance claims teams, going after the low-value tail everyone else skips.
A narrow workflow engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at insurance brokers, finding what the inspector would find, first.
Customer support handled by a classifier, with a human signing rather than writing. Aimed at insurance brokers, unbundling the one module people actually use.
Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at fintech cfos, closing the loop while everyone is asleep.
Point a document parser at intake & triage, and let people review output instead of producing it. Aimed at fintech cfos, replacing the spreadsheet that currently holds it together.
Point a workflow engine at renewal management, and let people review output instead of producing it. Aimed at fintech ops teams, catching the error before it becomes a change order.
A narrow document parser scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at fintech compliance leads, so the work stops following people home.
Training & competency handled by a workflow engine, with a human signing rather than writing. Aimed at fintech compliance leads, going after the low-value tail everyone else skips.
Lead qualification handled by a classifier, with a human signing rather than writing. Aimed at fintech compliance leads, built for one person, not a department.
Shift handover handled by a document parser, with a human signing rather than writing. Aimed at fintech compliance leads, charging only when it actually works.
A narrow voice agent scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at fintech compliance leads, writing down what only one person knows.
A document parser that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Aimed at fintech compliance leads, going after the low-value tail everyone else skips.
A document parser that handles payroll verification end to end and hands a human the exceptions rather than the queue. Aimed at lending loan officers, writing down what only one person knows.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at lending loan officers, finding what the inspector would find, first.
Point a document parser at RFP response, and let people review output instead of producing it. Aimed at lending loan officers, starting from data the business already produces.
A document parser that sits beside the existing system, reads what it already produces, and closes quoting & estimating. Aimed at lending loan officers, replacing the spreadsheet that currently holds it together.
A voice agent that handles incident reporting end to end and hands a human the exceptions rather than the queue. Aimed at lending ops teams, writing down what only one person knows.
A narrow anomaly detector scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at wealth management advisors, surfacing the exposure nobody has priced.
A document parser that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at wealth management compliance leads, taking the phone queue off a human entirely.
A workflow engine that sits beside the existing system, reads what it already produces, and closes collections. Aimed at construction project managers, replacing the spreadsheet that currently holds it together.
A reconciliation engine that handles vendor management end to end and hands a human the exceptions rather than the queue. Aimed at construction project managers, so the work stops following people home.