‹ Real World Examples
Precomputed example · Healthcare

What a Revenue Cycle department becomes

The same tasks, redistributed. Agents pick up the repeatable work, the roles that remain rebundle around judgment and oversight, and a few new roles appear to keep the agents honest. Nothing here is a headcount cut. It is a picture of where the work goes.

Automate: agents run it, people audit by exceptionAugment: person plus agent, the re-skilling surfaceHuman-only: judgment, empathy, accountability
Pane 1

Workflow Reimagined

Each workflow splits into agent-led stages and human-led stages, with the handoffs your team keeps between them.

Patient Scheduling and Registration

7Agent-led
1Human-led
2Handoffs
Pane 2

Workforce Reimagined

One card per role. Open a card to see which tasks move to agents, what new work the redesign creates, and how the role rebundles.

Patient Access Coordinator
5 to agents+1 new
Tasks moving off the role
  • Complete the admissions process for all inpatients and outpatients.
  • Pre-register patients.
  • Collect accurate patient information during registration.
  • Register patients.
  • Document patient payments.
New work this role picks up
  • Audit agent-driven registration and authorization logs for regulatory compliance
    The redesign introduces a swarm agent that logs all decisions and authorization triggers for audit and compliance, requiring human oversight.

Transitions from a primary registration executor to a compliance and oversight role, focusing on high-touch financial counseling and the auditing of agent-native registration logs.

Patient Access Representative
5 to agents
Tasks moving off the role
  • Perform clerical duties associated with patient registration.
  • Schedule patient procedures to efficiently use the patient’s time and clinical resources.
  • Coordinate and communicate patient schedules.
  • Obtain all necessary information to register patients.
  • Financially clear patients for service delivery.

Shifts from clerical scheduling and registration to a purely patient-facing experience role, focusing on the 'face-to-face' point of contact and physical identity validation.

Patient Access Rep
3 to agents
Tasks moving off the role
  • Explain insurance benefits to patients.
  • Prepare deposit slips.
  • Create, activate, and complete patient scheduling, clinic registration, or hospital admission processes.

Focuses on the 'Centaur' aspect of the redesign: processing financial obligations and managing complex face-to-face patient interactions that agents cannot handle.

Patient Access Representative - Per Diem
5 to agents
Tasks moving off the role
  • Read and interpret insurance responses.
  • Process multi-channel messages related to appointments, referrals, prescriptions, and complaints.
  • Maintain patient recall and reschedule lists.
  • Perform cash posting according to department guidelines.
  • Assign primary, secondary, and tertiary insurance per encounter according to general guidelines and insurance rank requirements.

Moves away from insurance interpretation and queue management toward physical check-in procedures and real-time patient flow monitoring.

Revenue Cycle Specialist
5 to agents+1 new
Tasks moving off the role
  • Obtain pre-determinations when required by payors.
  • Obtain prior authorizations when required by payors.
  • Obtain retro authorizations when required by payors.
  • Send written letters to support recovery efforts.
  • Send emails to support recovery efforts.
New work this role picks up
  • Resolve escalated insurance denials and authorization failures triggered by the orchestrator
    The redesign specifies a handoff from agent to Financial Counselor/Billing Specialist when insurance is expired or authorization is denied.

Evolves into a high-complexity exception handler, managing the 'escalateTo' triggers from the agent-native verification and authorization swarm.

Patient Access Coordinator Float
4 to agents
Tasks moving off the role
  • Verify patients’ demographic information.
  • Verify patients’ insurance information.
  • Register patients.
  • Document patient payments.

Concentrates on physical patient flow, switchboard operations, and the manual collection of signatures and payments.

New roles the redesign creates

Agentic Revenue Operations Lead

Seeded from Patient Access Coordinator, Revenue Cycle Specialist
  • Audit agent-driven registration and authorization logs for regulatory compliance
  • Resolve escalated insurance denials and authorization failures triggered by the orchestrator
Pane 3

Balance Sheet Reimagined

The redesign as a ledger: what moved, what is new, and how each role's task load nets out.

6
Roles that rebundle
1
New roles created
27
Tasks moving to agents
RoleTo agentsNew workNet change
Patient Access Coordinator5+1-3
Patient Access Representative50-5
Patient Access Rep30-3
Patient Access Representative - Per Diem50-5
Revenue Cycle Specialist5+1-3
Patient Access Coordinator Float40-4
How this was built
  • Roles and tasks come from our task corpus, not from any one company. The classifier is the same one behind Explore.
  • The redesign was generated and validated offline, then committed as a fixed example. It is industry-generic and carries no company-specific or tenant data.
  • Headcount is left out on purpose. This shows where work goes, not how many people do it.
  • In a tenant, the same engine runs on your own department, and every move is a proposal your team accepts or edits before anything changes.