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.
Intake & triage handled by a classifier, with a human signing rather than writing. Aimed at architecture project architects, going after the low-value tail everyone else skips.
A vision model that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at architecture ops teams, at a tenth of what the enterprise suite charges.
Point a retrieval engine at customer support, and let people review output instead of producing it. Aimed at real estate brokers, surfacing the exposure nobody has priced.
A document parser that sits beside the existing system, reads what it already produces, and closes incident reporting. Aimed at real estate property managers, replacing the spreadsheet that currently holds it together.
Point a document parser at invoicing, and let people review output instead of producing it. Aimed at property management property managers, replacing the spreadsheet that currently holds it together.
Point a workflow engine at incident reporting, and let people review output instead of producing it. Aimed at property management property managers, so the work stops following people home.
A narrow anomaly detector scoped to demand forecasting alone — no platform, no migration, no six-month rollout. Aimed at property management property managers, going after the low-value tail everyone else skips.
Point a workflow engine at quoting & estimating, and let people review output instead of producing it. Aimed at property management owner-operators, going after the low-value tail everyone else skips.
Point a document parser at document review, and let people review output instead of producing it. Aimed at property management maintenance leads, finding what the inspector would find, first.
A document parser that sits beside the existing system, reads what it already produces, and closes document review. Aimed at property management maintenance leads, at a tenth of what the enterprise suite charges.
A workflow engine that handles onboarding end to end and hands a human the exceptions rather than the queue. Aimed at property management maintenance leads, built for one person, not a department.
Point a document parser at shift handover, and let people review output instead of producing it. Aimed at property management maintenance leads, taking the phone queue off a human entirely.
A narrow workflow engine scoped to shift handover alone — no platform, no migration, no six-month rollout. Aimed at property management maintenance leads, closing the loop while everyone is asleep.
A document parser that handles reporting & analytics end to end and hands a human the exceptions rather than the queue. Aimed at facilities facilities directors, unbundling the one module people actually use.
Claims & appeals handled by a document parser, with a human signing rather than writing. Aimed at facilities facilities directors, taking the phone queue off a human entirely.
A document parser that handles warranty & returns end to end and hands a human the exceptions rather than the queue. Aimed at facilities facilities directors, 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 facilities facilities directors, at a tenth of what the enterprise suite charges.
Vendor management handled by an anomaly detector, with a human signing rather than writing. Aimed at facilities ops teams, built for one person, not a department.
A narrow document parser scoped to payroll verification alone — no platform, no migration, no six-month rollout. Aimed at facilities ops teams, 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 facilities maintenance leads, writing down what only one person knows.
Reporting & analytics handled by a document parser, with a human signing rather than writing. Aimed at logistics fleet owners, holding service constant on a smaller team.
Point a document parser at reconciliation, and let people review output instead of producing it. Aimed at logistics fleet owners, charging only when it actually works.
A workflow engine that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at logistics fleet owners, finding what the inspector would find, first.
Point an anomaly detector at asset tracking, and let people review output instead of producing it. Aimed at logistics dispatchers, going after the low-value tail everyone else skips.