Launch a Compliance Screening API

Compliance screening sounds like enterprise territory, but the public lists (sanctions, healthcare exclusions, contractor debarments) are free government data, and mid-sized companies in regulated niches are stuck between spreadsheet checking and six-figure enterprise platforms; the one-industry screening API priced for the middle is the gap.

1. 1

   Pick the industry and learn its lists

   Healthcare screens exclusion and reinstatement lists, government contractors screen debarment lists, financial businesses screen sanctions lists. Each industry has specific sources, check frequencies, and penalties; deep knowledge of one set is the product.

2. 2

   Validate with five compliance conversations

   Talk to compliance officers and operations leads at mid-sized companies in the niche. Ask how they screen today, how long monthly checks take, and what an audit finding costs them. Their manual process is your revenue map.

3. 3

   Build ingestion for messy government data

   The lists are free but published in inconsistent formats that change without notice. Automated ingestion, format-change alerts, and versioned snapshots of every list update are the unglamorous core of the business.

4. 4

   Get name matching right and honest

   False negatives are compliance failures; false-positive floods make customers ignore alerts. AI-assisted fuzzy matching with confidence scores and clear match reasons is where your engineering time goes, and published matching methodology is what buyers evaluate.

5. 5

   Sell screening plus monitoring with audit logs

   Batch and per-record endpoints, continuous monitoring that alerts on new hits, and timestamped audit trails that satisfy examiners. Pricing commonly runs $100 to $1,000-plus per month by roster size; the audit trail is why they never leave.

6. 6

   Carry the reliability obligation seriously

   Customers are legally required to run these checks, so your uptime, list freshness, and incident communication become part of their compliance posture. Expect a slow first year of trust building, then compounding renewals and referrals inside the industry.

Do not take our word for the money. Put your own numbers in and see what this idea has to earn before it works. Free, instant, no account needed.