Release Notes
Introducing the new actAVA Workforce Agent Library for Payor Operations
Health plans are running some of the most operationally complex organizations in healthcare — and doing it under the most demanding regulatory scrutiny in the industry's history. CMS-0057 FHIR prior authorization mandates, MHPAEA Non-Quantitative Treatment Limitation analyses, No Surprises Act network adequacy obligations, NCQA credentialing standards, and 834/270/271 eligibility workflows must all execute correctly, simultaneously, at the scale of millions of members and thousands of in-network providers. actAVA's Payer Operations Workflow Library introduces 10 purpose-built agents across six domains — Provider Network & Credentialing, Plan Configuration & Adjudication Rules, Member Operations, Utilization Management, Regulatory Compliance, and VBC Contract Design — each built for the compliance architecture that payer operations require and the audit trail that regulators demand.
By John Williams
Health plans are running some of the most operationally complex organizations in the world — and doing it under the most demanding regulatory scrutiny in the industry's history. CMS-0057 FHIR prior authorization mandates. MHPAEA Non-Quantitative Treatment Limitation analyses. No Surprises Act network adequacy and directory obligations. 42 CFR Part 2 SUD confidentiality requirements. NCQA credentialing standards. State behavioral health parity laws layered on top of federal ones. And enrollment, eligibility, and adjudication workflows that must work correctly at the scale of millions of members and thousands of in-network providers.
Every one of these obligations is running simultaneously, with compliance deadlines that do not flex and audit consequences that do not forgive. And most of the operational workflows that execute against these requirements are still largely manual — heavily staffed, highly error-prone, and impossible to scale without proportional headcount growth.
AI agents purpose-built for payer operations change that equation. actAVA has developed 10 agents across the full span of plan operations — from provider credentialing and network adequacy through prior authorization, plan configuration, member onboarding, and continuous regulatory compliance monitoring. Here is a complete overview of the actAVA Payer Operations Workflow Library.
Payer Operations Are More Regulated, More Complex, and More Exposed Than Ever
The common thread across all of these is that they are simultaneously high-stakes, high-volume, and deeply process-dependent. None of them benefits from improvisation. All of them benefit from agents that enforce the right steps, in the right order, with the right documentation — every time.
A Network Is Only as Good as the Infrastructure That Builds and Maintains It
Provider credentialing and network management are foundational to every other plan operation — and they are two of the most documentation-intensive, error-prone workflows in payer administration. An expired credential, a missed OIG exclusion, a No Surprises Act directory inaccuracy: each is a compliance exposure that manual processes routinely miss and that agents with deterministic verification steps do not.
Provider Credentialing Agent
Runs the full NCQA CR1–CR10 credentialing workflow — NPI validation, CAQH sync, primary source verification, OIG/SAM/NPDB exclusion screening, and committee-ready packet assembly. Every primary source check is documented. Every exclusion flag is surfaced before the packet reaches committee. The agent does not skip steps; it cannot.
Payer Enrollment Agent
Drives credentialed providers through payer enrollment — requirement mapping, application pre-fill, multi-channel submission, contract clause parsing, rate analysis, and No Surprises Act roster confirmation. What has historically required weeks of back-and-forth between credentialing specialists and provider offices becomes a structured, trackable process with a documented audit trail at each stage.
Network Adequacy & Optimization Agent
Validates provider directory accuracy, runs CMS Medicare Advantage network adequacy calculations, targets recruitment to coverage gaps, and produces No Surprises Act–compliant directory updates. Network adequacy is not a quarterly exercise — it is a continuous obligation. This agent runs it continuously, surfacing gaps before regulators do.
The Gap Between What a Plan Promises and What It Pays Is a Configuration Problem
Plan configuration errors are expensive in both directions. Underpayments trigger provider disputes and relationship damage. Overpayments trigger recovery processes and audit exposure. MHPAEA parity violations trigger regulatory action. All three often trace back to the same root cause: manual benefits configuration and claims edit rules that were never tested against the full surface area of the plan design.
Plan Configuration Agent
Translates SPD/SBC documents into CAPS-ready benefit rules, validates MHPAEA parity across all six benefit classifications, runs adjudication regression tests, and routes go-live and amendments through mandatory human approval gates. Every plan change is tested before it touches a claim.
Claims Adjudication Rules Agent
Configures BH-specific claims edit rules, manages code mappings and telehealth adjudication logic, runs test claim batches, and surfaces denial-pattern optimizations. Every rule change routes through human approval. What was previously an undocumented art form becomes an auditable, testable, version-controlled process.
The First 90 Days of Membership Determine Engagement, Utilization, and Cost
Member eligibility errors and onboarding failures are silent cost drivers. An eligibility determination that produces the wrong cost estimate creates immediate friction at the point of care — and downstream denial and appeals burden. A member who is enrolled but never engaged skips preventive care, misses HRA opportunities, and shows up in the emergency department. Getting these workflows right at the front end is one of the highest-leverage operational investments a health plan can make.
Member Eligibility Verification Agent
Captures the insurance card, resolves payer ID, runs 270/271 eligibility, cascades through BH carve-outs, extracts plan-specific benefits, and generates a patient cost estimate before the visit. Every carve-out is identified. Every benefit limitation is surfaced at the right moment. The member and provider know what is covered before the appointment begins.
Member Onboarding Agent
Drives 834 enrollments and exchange members from intake through HRA scoring, PCP assignment, and first-90-day engagement — with mandatory human gates for clinician HRA review and crisis outreach. The agent runs the onboarding pipeline; the clinical team reviews every high-acuity result before escalation. Onboarding becomes a structured care activation event, not an administrative transaction.
Behavioral Health Prior Authorization Is the Highest-Stakes UM Workflow Payers Run
Behavioral health prior authorization is under more regulatory scrutiny than any other UM workflow. CMS-0057 mandates FHIR R4 electronic submission. California's SB 1120 imposes strict timelines and peer-to-peer requirements for BH denials. Federal MHPAEA rules require that BH PA criteria are applied no more restrictively than medical-surgical equivalents. Any gap in the PA process — a missing clinical document, a non-compliant denial letter, a missed peer-to-peer deadline — is both an operational failure and a compliance event.
Behavioral Health Prior Authorization Agent
Handles the full BH prior auth lifecycle — requirement determination, clinical packet assembly, FHIR R4 (CMS-0057) submission, concurrent review, and SB 1120-compliant denial review with peer-to-peer coordination. Every step is documented against the applicable regulatory standard. The agent does not make the clinical determination; UM Medical Directors do. The agent ensures the process that surrounds that determination is complete, compliant, and defensible.
Regulatory Change Does Not Send Calendar Invites
The federal regulatory landscape for health plans has never changed faster. CMS rule updates, state-level behavioral health parity legislation, MHPAEA final rule implementation, No Surprises Act enforcement actions, and 42 CFR Part 2 SUD confidentiality requirements are each evolving simultaneously — and each carries material compliance risk when a plan is slow to respond. Monitoring all of it manually, at the speed regulators move, is not a sustainable compliance strategy.
Continuous Compliance Monitoring Agent
Monitors Federal Register, eCFR, Regulations.gov, and LegiScan in real time; runs MHPAEA NQTL comparative analyses and 42 CFR Part 2 SUD confidentiality audits; and produces legal-review-ready remediation packages. When a new rule publishes or an existing standard changes, the agent surfaces the impact and begins the remediation documentation — before the compliance team has to ask. Regulatory change becomes a managed workflow, not a fire drill.
Behavioral Health Value-Based Contracts Are the Frontier of Payer Strategy
Health plans are under increasing pressure to shift behavioral health from a cost center to a managed, measured, value-based program. Designing BH VBC contracts requires selecting quality metrics with real feasibility, establishing credible baselines, modeling shared-savings scenarios that align provider incentives, and producing renewal evidence that demonstrates outcomes. Done manually, this is a months-long process. Done with an agent built for it, it becomes a repeatable, auditable program.
BH VBC Performance Agent
Designs behavioral-health VBC contracts end to end — quality metric selection with feasibility flags, baseline measurement, provider scorecards, shared-savings scenario modeling, and renewal evidence packages. Human-in-the-loop oversight ensures health plan leadership reviews and approves every contract design decision before execution. The agent compresses months of analytical work into a structured, governed workflow.
Payer Operations Require the Most Rigorous Compliance Architecture in Healthcare AI
Every agent in the actAVA Payer Operations library carries a governance designation that reflects the regulatory and operational stakes of the workflow it runs. The split between compliance-designated and HITL-designated agents is not arbitrary — it maps directly to where deterministic enforcement is required versus where consequential decisions must route through human review.
| Agent | Governance | Why |
|---|---|---|
| Behavioral Health Prior Authorization Agent | Compliance | CMS-0057 FHIR R4 and SB 1120 require documented, auditable process at every step; each submission and denial is logged against applicable regulatory standard |
| BH VBC Performance Agent | HITL | Every contract design and shared-savings model routes through health plan leadership approval before execution; agent does analysis, humans make commitments |
| Claims Adjudication Rules Agent | HITL | Every rule change routes through claims operations approval before it touches adjudication; version-controlled with test batch validation required before go-live |
| Continuous Compliance Monitoring Agent | Compliance | Real-time regulatory monitoring with MHPAEA NQTL and 42 CFR Part 2 audits; produces legal-review-ready documentation packages at each finding |
| Member Eligibility Verification Agent | HITL | Carve-out resolution and cost estimate generation route through member services review before delivery; eligibility errors have direct financial and care consequences |
| Member Onboarding Agent | HITL | Clinician HRA review and crisis outreach decisions require mandatory human gates; the agent runs the pipeline, clinical staff reviews every high-acuity result |
| Network Adequacy & Optimization Agent | Compliance | CMS Medicare Advantage adequacy calculations and No Surprises Act directory updates require deterministic, documented compliance at every directory change |
| Payer Enrollment Agent | Compliance | No Surprises Act roster confirmation and contract clause documentation require audit-ready logging at each enrollment step |
| Plan Configuration Agent | Compliance | MHPAEA parity validation across six classifications and adjudication regression testing require deterministic enforcement; go-live and amendments route through mandatory human gates |
| Provider Credentialing Agent | Compliance | NCQA CR1–CR10 standards require primary source verification at each step; OIG/SAM/NPDB screening must be documented and defensible at committee review |
10 Agents. 6 Domains. One Operational Model for Payer Organizations.
The pressure on health plan operations is not easing. Regulatory requirements are expanding. Network adequacy enforcement is intensifying. Member expectations for eligibility transparency and onboarding quality are rising. And the cost of getting any of it wrong — in claims overpayment, compliance penalties, damage to provider relationships, or member attrition — is material at the plan scale.
10 AGENTS. 6 DOMAINS.
Provider Network & Credentialing · Plan Configuration & Adjudication · Member Operations · Utilization Management · Regulatory Compliance · VBC Contract Design
Every agent in the actAVA Payer Operations library is purpose-built for payer workflows — not adapted from provider-side or general enterprise automation. Every compliance-tagged agent produces a complete audit trail. Every HITL-tagged agent routes consequential decisions through human review before they execute. Deployed through KORA's governed infrastructure, these agents are designed to operate at plan scale, under continuous regulatory scrutiny, without trading compliance for efficiency.
The payer organizations that gain operational leverage over the next three years will not do it by adding headcount. They will do it by building the governed, auditable, continuously improving agent infrastructure that lets existing teams execute at a scale that was previously impossible — with the compliance architecture that payer operations demand.
Explore the full actAVA Payer Operations Workflow Library at actava.ai/workflows.
Written by
John Williams
Lead Enterprise Software Architect
