Any AI agent.
Any EHR. Even without an API.
Jafar is the proprietary integration technology built by Jafar AI — a fusion of systems engineering and applied intelligence that lets AI agents interact with any EHR, EMR, LIS, RIS or PACS, whether or not an API exists.
> jafar connect --target "Epic Hyperspace"
↳ probing surfaces .......... ok
↳ no public API detected
↳ engaging UI-native adapter ok
↳ binding agent: scribe.v3 ok
status: agent online- scribe.agentEpic
- billing.agentAthenahealth
- coding.agentCerner
- claims.agentMeditech
- reception.agenteClinicalWorks







API-first when possible
Native adapters for the EHRs that expose them — HL7, FHIR, X12, REST.
UI-native when not
Vision + reasoning models drive the interface the way a clinician would.
Agent-safe by design
Every action is scoped, audited, reversible — HIPAA & SOC 2 Type II.
Meet Reception.AI
Jafar's first proprietary agent. An AI receptionist that answers calls, books, reschedules and triages — writing directly into the practice's EHR through the Jafar layer. No integration project. No new software for the front desk.
- 24/7 multilingual voice + SMS intake
- reads & writes appointments in-EHR
- insurance eligibility on the fly
- handoff to human when it matters
An AI receptionist, powered by Jafar.
Cali is the AI receptionist built on Jafar. Real-time low-latency voice, grounded in the EHR schedule, with human handoff when it matters.
explore mycali.ai- voicestreaming voice < 400 ms
- langsAR · FR · EN · ES
- bindingEHR binding via jafar://
- channelsphone · SMS · WhatsApp
- handoffhuman handoff < 5 s
- complianceHIPAA · SOC 2 · Type II
Built for the systems healthcare actually runs on.
Deploy scribe, billing, coding, claims and reception agents against the EHR you already use. Jafar does the plumbing.





