Case Studies/Doctor Locums
Physician Matching

AI-powered physician matching platform for the Irish locum market.

Doctor Locums needed an AI-powered physician matching platform for the Irish locum market. 12-variable matching algorithm, HIQA compliance, built in 10 weeks.

Timeline
10 weeks
Country
๐Ÿ‡ฎ๐Ÿ‡ช Ireland
Vertical
Recruitment
Team
100+ physicians
Key result
AI
12-variable matching
Time to go live10 wks
CompliantHIQA
Per-seat fees$0
AI
12-variable matching
10 wks
Time to go live
HIQA
Compliant
$0
Per-seat fees
The Challenge

What Doctor Locums was dealing with before Staffinc.

  • Physicians had no central place to find locum opportunities

    Physicians had no central place to find locum opportunities

    Locum opportunities shared by email and phone. No marketplace.

  • Facilities had no visibility over available physicians

    Facilities had no visibility over available physicians

    No way to see available, verified physicians for a given specialty and date.

  • Match quality was inconsistent

    Match quality was inconsistent

    Manual matching based on limited information. Wrong specialty, wrong location, wrong rate.

  • Credential verification was manual

    Credential verification was manual

    IMC registration, indemnity insurance and Garda vetting checked manually for every placement.

  • No transparent rate or payment infrastructure

    No transparent rate or payment infrastructure

    Rates negotiated by phone. Payments by bank transfer. No transparency.

What We Built

The platform we built for Doctor Locums.

AI Matching Algorithm

Scores all available physicians across 12 variables โ€” specialty, location, rate, availability, credentials and more.

Physician Marketplace

Physicians browse and apply for locum assignments. Facilities post and manage placements.

IMC Registration Tracking

Irish Medical Council registration tracking with expiry alerts.

Transparent Rates

Published rates for every assignment. No negotiation. No surprises.

Digital Contracts

Digital assignment contracts with e-signature. Automated confirmation.

HIQA Compliance

Full audit trail for every placement. Inspection-ready at all times.

The Results

What changed after go-live.

AI

12-variable matching

Top 5 verified physicians surfaced instantly for every assignment.

10 wks

Time to go live

From contract to live marketplace.

HIQA

Compliant

Full audit trail for every placement.

$0

Per-seat fees

Fixed monthly support as the marketplace grew.

โ€œ
โ€œThe AI matching changed everything. We used to spend 2 hours finding the right physician for an assignment. Now it takes 2 minutes.โ€
C
CEO
Doctor Locums ยท Ireland
Tech Stack
Next.jsPostgreSQLEU AWS hostingAI matching engineDocuSignStripe

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