Immunizations tracked to each facility's rules.

MMR, Hep B, varicella, Tdap, flu, COVID — records collected, read, and validated against what this facility actually requires.

What it is

Every facility has its own immunization matrix, and flu season changes it. The agents know each facility's rules, read the records candidates upload (including handwritten cards), validate doses and dates, apply seasonal and role-based conditions, and chase exactly what's missing — nothing more.

How the agents run it · Health & Clinical Readiness

  1. 01

    Apply rules

    The facility's immunization requirements are applied — including seasonal and role-conditional ones.

  2. 02

    Read

    Uploaded records are read and structured, from EHR printouts to handwritten cards.

  3. 03

    Validate

    Doses, dates, and intervals are checked against the requirement.

  4. 04

    Chase

    Only genuinely missing items go back to the candidate, with clear instructions.

What you get

  • Facility-specific matrices applied automatically
  • Handwritten cards read, not rejected
  • Candidates asked only for what's actually missing

Questions

Can the agents read handwritten vaccine cards?

Yes. Vision-capable document reading extracts vaccine types, doses, and dates from handwritten cards, EHR printouts, and pharmacy records — with low-confidence reads routed to human review.

How are facility-specific immunization rules handled?

Each facility's matrix — including seasonal flu requirements and role-based conditions — is encoded in the requirement rules, so candidates are asked for exactly what that facility requires.

See vaccination tracking run live.

Thirty minutes, one placement, worked live — start to submit-ready.