Shared primitives used by every product

Signals

Inbound events and triggers from systems and humans. An ERA received, a denial posted, a patient question, a payer response, a missing document alert. Signals are the raw material of operations.

Cases

Structured work items with context, SLA, owners, and status. One case per problem — not per message. Cases deduplicate, track lifecycle, and provide the single source of truth for every piece of work.

Skills

Governed capabilities agents can execute. Each skill defines its inputs, tools, permissions, business rules, evidence requirements, confidence thresholds, and escalation triggers. Skills are versioned and approved.

Tools & Connectors

EHR/PM systems, clearinghouses, payer portals, telephony, email, RPA bridges, document stores, and more. The connector layer abstracts system complexity so skills can focus on business logic.

Evidence & Audit Trail

Every action is explainable and reviewable. The platform captures what happened, what data was used, what the agent decided, what evidence supports it, and who approved it. This is structural — not optional.

How it all flows together

1

Integrate

Your EHR, PM, clearinghouse, and payer systems generate signals continuously.

2

Prioritize

Intelligence creates and updates cases, ranks by impact × urgency × probability.

3

Execute

Ops and Support agents execute approved skills on each case.

4

Approve

Humans review and approve where required by policy or confidence thresholds.

5

Measure

Outcomes update dashboards, playbooks, and routing models — closing the loop.