AltF Ideas holds 117,264 startup ideas across 61 industries, each scored 0–100 on demand, moat, monetisation, feasibility, timing and open field. The 12,000 highest-scoring have full dossiers with market size, competitor archetypes, risks, and a four-step build path. Sorted by opportunity score, best first.
A document parser that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Aimed at healthcare department heads, taking the phone queue off a human entirely.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at healthcare department heads, built for one person, not a department.
Point a classifier at customer support, and let people review output instead of producing it. Aimed at healthcare department heads, holding service constant on a smaller team.
Invoicing handled by a document parser, with a human signing rather than writing. Aimed at healthcare department heads, holding service constant on a smaller team.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes inventory planning. Aimed at healthcare department heads, going after the low-value tail everyone else skips.
Inventory planning handled by an anomaly detector, with a human signing rather than writing. Aimed at healthcare department heads, catching the error before it becomes a change order.
Point a document parser at grant & funding tracking, and let people review output instead of producing it. Aimed at healthcare department heads, so the work stops following people home.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at dental practice owners, holding service constant on a smaller team.
Point an anomaly detector at quality control, and let people review output instead of producing it. Aimed at dental practice owners, catching the error before it becomes a change order.
Proposal writing handled by a long-context reviewer, with a human signing rather than writing. Aimed at dental practice owners, proving value before anyone signs anything.
Point a long-context reviewer at document review, and let people review output instead of producing it. Aimed at dental practice owners, taking the phone queue off a human entirely.
Point an anomaly detector at inventory planning, and let people review output instead of producing it. Aimed at dental practice owners, surfacing the exposure nobody has priced.
A narrow retrieval engine scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at dental practice owners, writing down what only one person knows.
Dental/Take-rate/$7.8k ACV/6-12 months
Dental/Usage-based/$3.2k ACV/6-12 months
Compliance audit handled by a document parser, with a human signing rather than writing. Aimed at dental practice owners, at a tenth of what the enterprise suite charges.
Dental/Managed service/$12k ACV/6-12 months
Permit & licence tracking handled by an anomaly detector, with a human signing rather than writing. Aimed at dental practice owners, proving value before anyone signs anything.
Dental/Seat SaaS/$1.2k ACV/Weekend
Point an anomaly detector at permit & licence tracking, and let people review output instead of producing it. Aimed at dental practice owners, replacing the spreadsheet that currently holds it together.
Dental/Per-outcome/$4.8k ACV/~1 month
A narrow vision model scoped to quality control alone — no platform, no migration, no six-month rollout. Aimed at dental practice owners, starting from data the business already produces.
Dental/Flat SaaS/$1.1k ACV/6-12 months
Dental/Usage-based/$2.8k ACV/~1 quarter
A narrow long-context reviewer scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at dental practice owners, unbundling the one module people actually use.
Dental/Managed service/$13k ACV/6-12 months
Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at dental practice owners, charging only when it actually works.
Dental/Flat SaaS/$1.0k ACV/Weekend
Point a long-context reviewer at proposal writing, and let people review output instead of producing it. Aimed at dental practice owners, closing the loop while everyone is asleep.
Dental/Managed service/$14k ACV/6-12 months
Dental/Per-outcome/$5.0k ACV/6-12 months
Dental/Seat SaaS/$1.5k ACV/~1 quarter
A forecasting model that handles demand forecasting end to end and hands a human the exceptions rather than the queue. Aimed at dental practice owners, surfacing the exposure nobody has priced.
Dental/Flat SaaS/$1.2k ACV/~1 quarter
A retrieval engine that handles customer support end to end and hands a human the exceptions rather than the queue. Aimed at dental practice owners, taking the phone queue off a human entirely.
Dental/Data subscription/$5.5k ACV/~1 quarter
A narrow classifier scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at dental practice owners, finding what the inspector would find, first.
Dental/Usage-based/$2.9k ACV/~1 month
Dental/Data subscription/$4.9k ACV/6-12 months
Point an anomaly detector at vendor management, and let people review output instead of producing it. Aimed at dental practice owners, finding what the inspector would find, first.