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 warranty & returns. Aimed at energy ops teams, charging only when it actually works.
Point a reconciliation engine at reporting & analytics, and let people review output instead of producing it. Aimed at energy compliance leads, built for one person, not a department.
Point a workflow engine at permit & licence tracking, and let people review output instead of producing it. Aimed at energy compliance leads, finding what the inspector would find, first.
A narrow document parser scoped to shift handover alone — no platform, no migration, no six-month rollout. Aimed at energy compliance leads, catching the error before it becomes a change order.
Point a document parser at quoting & estimating, and let people review output instead of producing it. Aimed at energy compliance leads, starting from data the business already produces.
Point an anomaly detector at reconciliation, and let people review output instead of producing it. Aimed at energy compliance leads, unbundling the one module people actually use.
A narrow reconciliation engine scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at energy compliance leads, finding what the inspector would find, first.
Incident reporting handled by a workflow engine, with a human signing rather than writing. Aimed at energy asset managers, replacing the spreadsheet that currently holds it together.
A narrow long-context reviewer scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at energy asset managers, closing the loop while everyone is asleep.
A reconciliation engine that handles vendor management end to end and hands a human the exceptions rather than the queue. Aimed at solar owner-operators, replacing the spreadsheet that currently holds it together.
A document parser that handles warranty & returns end to end and hands a human the exceptions rather than the queue. Aimed at solar owner-operators, closing the loop while everyone is asleep.
Point an anomaly detector at margin monitoring, and let people review output instead of producing it. Aimed at solar project managers, finding what the inspector would find, first.
Point a workflow engine at training & competency, and let people review output instead of producing it. Aimed at utilities ops teams, proving value before anyone signs anything.
A narrow document parser scoped to shift handover alone — no platform, no migration, no six-month rollout. Aimed at utilities ops teams, holding service constant on a smaller team.
Expense review handled by a document parser, with a human signing rather than writing. Aimed at waste management ops teams, proving value before anyone signs anything.
A retrieval engine that handles customer support end to end and hands a human the exceptions rather than the queue. Aimed at agriculture growers, starting from data the business already produces.
A classifier that handles customer support end to end and hands a human the exceptions rather than the queue. Aimed at agriculture growers, finding what the inspector would find, first.
A document parser that handles inspection end to end and hands a human the exceptions rather than the queue. Aimed at agriculture agronomists, starting from data the business already produces.
A narrow retrieval engine scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at agriculture owner-operators, built for one person, not a department.
A workflow engine that sits beside the existing system, reads what it already produces, and closes dispatch. Aimed at agriculture owner-operators, catching the error before it becomes a change order.
A narrow long-context reviewer scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at food production plant supervisors, starting from data the business already produces.
Vendor management handled by an anomaly detector, with a human signing rather than writing. Aimed at restaurants general managers, writing down what only one person knows.
A document parser that handles intake & triage end to end and hands a human the exceptions rather than the queue. Aimed at restaurants kitchen teams, proving value before anyone signs anything.
A narrow retrieval engine scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at retail ops teams, taking the phone queue off a human entirely.