PLRX

Healthcare Operations · EHR Automation vs AI Agents

EHR automation handles
what's inside your system.
Most of the friction is outside it.

Epic, Cerner, and other EHR platforms have built-in automation for documentation, scheduling, and internal workflows. They stop at the boundary of your organisation — payer portals, clearinghouses, and external party systems require separate action.
The highest-friction healthcare workflows — prior authorization, eligibility verification, denial management, clinical documentation collection — all require interaction with parties outside the EHR. EHR-native automation does not follow the workflow there.
Practices and health systems that have automated everything inside the EHR still have staff manually logging into payer portals, chasing F2F notes from providers, and reading denial codes from clearinghouse reports. The EHR handled the inside. The outside is still manual.

94% autonomous resolutionFrom $0.99 per missionEnterprise Agentic

Book a Scoping Call

See what happens outside.

Tell us which workflows fall outside your EHR automation. Proof of concept in 2–3 weeks — production in 12 weeks.

First Name Required.

Last Name Required.

Work Email Please enter your corporate email address.

Company Required.

Job Title Required.

Something went wrong. Please try again or email [email protected].

By submitting you agree to our Privacy Policy. We never sell your data.

Request received.

Someone from the PLRX team will be in touch within two business days to schedule your scoping call.

Inside the EHR vs Outside It

EHR-Native Automation

Scope

Internal workflows only. Documentation, scheduling, internal routing, and in-system alerts. Stops at the EHR boundary.

Payer portal interaction

Not supported. EHR automation cannot log into payer portals, read responses, or submit interactive prior auth requests. Staff take over at the payer boundary.

Prior authorization

Initiates internally. EHR workflows can flag procedures requiring prior auth and generate request templates. The actual submission and follow-up are manual.

Clinical documentation collection

Generates requests internally. EHR can flag missing documentation in the record. Requesting it from external providers, tracking receipt, and validating completeness are manual.

Scope: inside your system · External friction: unchanged · Staff absorption: everything outside the EHR boundary

PLRX Enterprise AI Agents

Scope

End-to-end. Follows the workflow from the EHR into payer portals, clearinghouses, provider systems, and fulfilment platforms — wherever the workflow goes.

Payer portal interaction

Fully automated. Agents monitor payer portals continuously, act on responses within the hour, and update the EHR record with outcomes.

Prior authorization

End-to-end autonomous. Submits the prior auth, monitors for payer response, retrieves required documentation, resubmits — without staff involvement for standard workflow types.

Clinical documentation collection

Autonomous collection. Issues structured requests to external providers, tracks receipt, validates completeness against payer requirements, and attaches to submissions.

Scope: end-to-end including external systems · External friction: 94% resolved autonomously · Staff focus: clinical decisions, not administrative follow-up

The Gap Between EHR Automation and Autonomous Operations

What agents handle
that EHR automation cannot reach.

Workflow	EHR Automation	PLRX AI Agents
Prior authorization submission and follow-up	EHR flags the requirement, generates the auth template, and routes internally. Staff logs into the payer portal, submits, and monitors manually.	Agent submits via EDI 278 or payer portal, monitors for response, retrieves required documentation on pend, and resubmits — without staff involvement.
Eligibility verification at time of service	EHR can prompt for eligibility check. The actual EDI 270/271 query and coverage validation require clearinghouse integration and manual review of results.	Agent runs EDI 270/271 verification before submission for every claim. Catches coverage gaps before they become denials. Updates the EHR record with eligibility confirmation.
Denial management and appeal	EHR records the denial when imported. Working the denial — reading the reason code, correcting the claim, submitting the appeal — is manual outside the system.	Agent reads the denial code, applies correction for standard types, submits the appeal with required documentation, and imports the outcome back to the EHR record.
Provider documentation requests	EHR flags missing documentation in the patient record. Contacting the external provider, tracking receipt, and validating completeness require manual follow-up outside the system.	Agent issues structured requests to external providers, tracks receipt on a defined cadence, validates completeness against payer requirements, and attaches to the submission.
Payer portal monitoring	EHR cannot monitor external payer portals. Checking portal status, reading pend responses, and acting on denials require staff to log in manually.	Agent monitors every payer portal continuously. Responses acted on within the hour. EHR record updated with outcomes without staff involvement.

Healthcare Operations · The Compliance Question That Stops Deployments

Who can see what the agent did?

EHR systems maintain a comprehensive audit trail for everything inside the record. When agents act outside the EHR — in payer portals, clearinghouses, and provider systems — that activity needs its own audit trail, separate from and complementary to the EHR record.

PLRX logs every agent action in real time. Every payer portal query, every EDI submission, every documentation request, every denial worked — captured in a structured, timestamped WORM record. Queryable by patient, by payer, by workflow type, by date range.

If a payer audits a prior auth sequence that involved both EHR-internal actions and PLRX agent actions outside the EHR, both records are available — the EHR audit trail for internal actions, the PLRX audit trail for everything that happened in external systems. The complete picture is reconstructable without staff recall or email history.