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.
Vendor management handled by an anomaly detector, with a human signing rather than writing. Aimed at construction ops teams, unbundling the one module people actually use.
Point a change monitor at permit & licence tracking, and let people review output instead of producing it. Aimed at construction ops teams, catching the error before it becomes a change order.
A workflow engine that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at construction ops teams, going after the low-value tail everyone else skips.
A document parser that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at construction ops teams, replacing the spreadsheet that currently holds it together.
A narrow reconciliation engine scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at construction owner-operators, holding service constant on a smaller team.
Quoting & estimating handled by a workflow engine, with a human signing rather than writing. Aimed at construction owner-operators, surfacing the exposure nobody has priced.
Point a workflow engine at warranty & returns, and let people review output instead of producing it. Aimed at construction owner-operators, finding what the inspector would find, first.
A document parser that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at construction owner-operators, replacing the spreadsheet that currently holds it together.
A classifier that handles intake & triage end to end and hands a human the exceptions rather than the queue. Aimed at construction owner-operators, at a tenth of what the enterprise suite charges.
A workflow engine that sits beside the existing system, reads what it already produces, and closes vendor management. Aimed at construction estimators, replacing the spreadsheet that currently holds it together.
Permit & licence tracking handled by a workflow engine, with a human signing rather than writing. Aimed at construction estimators, built for one person, not a department.
A workflow engine that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, finding what the inspector would find, first.
A document parser that handles pricing end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, charging only when it actually works.
A workflow engine that handles warranty & returns end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, surfacing the exposure nobody has priced.
A narrow classifier scoped to intake & triage alone — no platform, no migration, no six-month rollout. Aimed at construction estimators, surfacing the exposure nobody has priced.
Point an anomaly detector at maintenance planning, and let people review output instead of producing it. Aimed at real estate brokers, unbundling the one module people actually use.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at real estate owner-operators, surfacing the exposure nobody has priced.
A narrow anomaly detector scoped to vendor management alone — no platform, no migration, no six-month rollout. Aimed at property management owner-operators, starting from data the business already produces.
A reconciliation engine that handles vendor management end to end and hands a human the exceptions rather than the queue. Aimed at property management owner-operators, proving value before anyone signs anything.
A narrow voice agent scoped to inspection alone — no platform, no migration, no six-month rollout. Aimed at property management owner-operators, taking the phone queue off a human entirely.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes maintenance planning. Aimed at logistics fleet owners, so the work stops following people home.
A reconciliation engine that handles vendor management end to end and hands a human the exceptions rather than the queue. Aimed at logistics fleet owners, writing down what only one person knows.
A document parser that sits beside the existing system, reads what it already produces, and closes shift handover. Aimed at logistics fleet owners, holding service constant on a smaller team.
Point a document parser at onboarding, and let people review output instead of producing it. Aimed at logistics dispatchers, starting from data the business already produces.