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A narrow workflow engine scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at life sciences lab managers, replacing the spreadsheet that currently holds it together.
In short: Automated Invoice Engine for Life sciences is a workflow engine aimed at life sciences lab managers, covering invoicing. It scores 72/100 on AltF Ideas, carried by open field (91) and held back by monetisation (45). Typical pricing is $5.9k–$88k per customer per year, with a first version reachable in a weekend for $2.0k–$7.0k.
Life sciences teams lose invoices assembled from four systems by hand. Every life sciences team solves this the same way: someone stays late. It scales linearly with headcount, so growth makes it worse rather than better.
A workflow engine that sits beside the existing system, reads what it already produces, and closes invoicing. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.4B |
|---|---|
| Category growth (CAGR) | 19% |
| Annual contract value | $5.9k – $88k |
| Pricing model | Data subscription |
| Time to first revenue | 61 days |
| Startup cost to MVP | $2.0k – $7.0k |
| Build effort | Weekend |
Connectors exist for systems that were closed five years ago. Life sciences is growing at roughly 18% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
The data you need lives on paper in a back office; digitisation is half the product.
An idea you cannot act on is entertainment. Four concrete steps, wired to tools already running on AltFTool.
Score problem urgency, willingness to pay, and reachable audience size before writing any code.
→ AltF IdeaLabAsk how they handle this today and what it costs them. If nobody can quantify the pain, the demand score is optimistic.
→ Survey BuilderCheck availability, DNS, and email authentication in one pass so your first outreach lands in an inbox.
→ AltF DomainOpsStand up intake, the review queue, and billing before you build the clever part.
→ AltF Flow