Agentic Index
Develop Health vs Humata Health (2026)
Both vendors last verified
Develop Health and Humata Health both automate prior authorization. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Develop Health works on the prescription side, with benefit verification and a prior authorization agent that finds the payer's form, fills it from the chart with citations, submits, follows up and drafts appeals, with a person reviewing each request before submission and a public API, and ClearPA is free to prescriber practices, paid for by partner pharmacies. Humata Health covers medical prior authorization on both the provider and payer side, matching payer policy, bundling clinical records and submitting across more than 250 payer connections, then tracking status and monitoring after approval, with exceptions sent for review. Develop opens its work to other systems through a public API, which Humata does not offer. Choose Develop for medication access. Choose Humata for medical prior authorization at payer scale.
On the Agentic Index healthcare agent ranking, neither Develop Health nor Humata Health clears the bar, which asks for all five chart loop capabilities documented in full. Develop Health does not document security and identity governance in full; Humata Health does not document security and identity governance in full, nor human oversight and guardrails. 4 of the 69 vendors in the lane clear it. See the healthcare agent ranking
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Develop Health and Humata Health are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 1,084 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose Develop Health if
- The authorizations are for prescriptions, and benefit verification belongs in the same flow.
- Each submission should be reviewed before it goes out, with citations to the chart.
- Your developers need a public API, or your practice qualifies for free ClearPA.
Choose Humata Health if
- The authorizations are for medical services across many payers.
- You need more than 250 payer connections and monitoring after approval.
- Payer policy matching and clinical bundling should be automated before submission.
| Feature | D Develop Health |
H Humata Health |
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| Action & orchestration | ||
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Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
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Develop HealthIntegrations & Tool Calling An embedded athenaOne integration runs inside the prescribing workflow, and Develop Health connects to Epic and Cerner instances, which take about six weeks to set up. It submits to payers and PBMs, reaches prescribers by email, SMS, fax or Direct messaging, and can transfer a prescription to the chosen pharmacy by NCPDP ID. Sourcedevelophealth.ai/providerread 2026-09-29 |
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Humata HealthIntegrations & Tool Calling Native EHR integration covers order, appointment and clinical document integration, with write backs to the EHR, and Epic is named at Texas Health Resources. Submissions run through 250+ payer connections with direct submission, eFax and a portal assistant. HL7 and FHIR connect to payer UM systems, and Humata also offers an eMPA widget and Power BI analytics. Sourcehumatahealth.com/technologyread 2026-09-29 |
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Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
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Develop HealthWorkflow Orchestration The prior authorization lifecycle branches by state. Review can be delegated or non-delegated, and requests for more information go back to the provider. Outcome validation can send a PA back to follow up, outreach retries and escalates across channels, and a denial is analyzed with an optional appeal. The API exposes all of these as states and events. Sourcedocs.develophealth.ai/api-reference/prior-authorization/response-handlingread 2026-09-29 |
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Humata HealthWorkflow Orchestration The prior authorization lifecycle runs in stages with conditions. Auth requirements checks automatically close the 20 to 40 percent of cases that need no authorization, and requests route to the medical or pharmacy benefit path. Clinical bundles are matched to policy, and submissions go by direct submit, eFax or portal. Exceptions surface for human review while routine cases stay touchless. Sourcehumatahealth.com/use-cases/proceduresread 2026-09-29 |
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Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
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Develop HealthTriggers & Channel Coverage Work starts from an API request, from the prescribing workflow inside the EHR, or from a partner pharmacy's claim reject. The system then acts on its own. It follows up with payers, schedules outreach retries until the outreach window closes and monitors coverage across the care journey. Sourcedevelophealth.ai/providerread 2026-09-29 |
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Humata HealthTriggers & Channel Coverage Orders and appointments in the EHR start each case through the integration, so staff do not open cases by hand. Automated statusing checks internal and external authorizations, and post-auth monitoring watches for payer changes and requests. Sourcehumatahealth.com/use-cases/proceduresread 2026-09-29 |
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| Knowledge & context | ||
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Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
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Develop HealthKnowledge Grounding & RAG The agent reads the payer's rules and requirements for the drug and plan, discovers the right form, and fills each answer from the chart notes and evidence files with a citation to where it came from and a confidence score. Where the chart holds no answer, it leaves the question unanswered and routes it to the office. Sourcedevelophealth.ai/clearparead 2026-09-29 |
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Humata HealthKnowledge Grounding & RAG Policy Translation retrieves, structures and maintains payers' medical necessity policies, which are specific to each plan and specialty and are retrieved through an API. PolicyMatch uses NLP to align the chart's documentation types to those rules before submission. For payers, medical and pharmacy guidelines are digitized into executable logic. Sourcehumatahealth.com/technologyread 2026-09-29 |
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Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
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Develop HealthMemory & State Persistence Each prior authorization carries its own evidence, and Develop Health names no memory that carries across them. With ClearPA, Develop Health says AI models never train on patients' data. Sourcedevelophealth.ai/clearparead 2026-09-29 |
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Humata HealthMemory & State Persistence Clinical bundles are built from historical submissions, and their weights adjust to user behavior. Humata names no memory that its agents keep, and no scope or lifetime for one. Sourcehumatahealth.com/use-cases/proceduresread 2026-09-29 |
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| Control & trust | ||
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Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
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Develop HealthHuman Oversight & Guardrails In the non-delegated model a PA stops at awaiting_review until the customer's authorized reviewer checks the prefilled answers and evidence, edits them and approves submission. Pharmacies choose whether the provider or a pharmacist signs off, and appeals are surfaced for review before they are sent. A delegated model without review before submission is also offered. Sourcedocs.develophealth.ai/api-reference/prior-authorization/overviewread 2026-09-29 |
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Humata HealthHuman Oversight & Guardrails Exception based workflows surface only what requires human review. Humata aims for 90 percent touchless authorizations and under two minutes for those a person touches. Staff review the initial clinical bundles while their weights are tuned. Routine cases submit without an approval step. Sourcehumatahealth.com/technologyread 2026-09-29 |
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Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
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Develop HealthSecurity, Identity & Governance The company states it is HIPAA compliant and holds current SOC 2 Type 2 and HITRUST certifications. Each PA opens only with its own passkey. An organization administrator issues API tokens under user administration, and credentials are scoped per organization. Develop Health names no SSO, roles or permission model. It also runs a Vanta trust center. Sourcedevelophealth.ai/clearparead 2026-09-29 |
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Humata HealthSecurity, Identity & Governance HITRUST CSF v11.5.1 r2 certification covers Humata's services, products and infrastructure. Humata has annual SOC 2 Type II audits, with the report available on request, and is HIPAA compliant. It names no SSO, roles or permission model for the customer's own users. Sourcehumatahealth.com/security-and-complianceread 2026-09-29 |
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Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
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Develop HealthObservability & Auditability Each PA exposes an activity log of faxes, calls and follow ups with payers alongside its lifecycle state. Provider outreach events carry the exact rendered message and files sent, checksummed and immutable once sent, with sent, delivered, opened and completed timestamps. Answers carry source citations and confidence scores. Sourcedocs.develophealth.ai/api-reference/provider-outreach-webhooksread 2026-09-29 |
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Humata HealthObservability & Auditability An Analytics and Audit Trail component sits in every authorization lifecycle, with customizable Power BI dashboards across staff, payers and service lines. On the payer side, reviews run as structured, auditable processes for CMS-0057. Humata does not say what the audit trail records. Sourcehumatahealth.com/technologyread 2026-09-29 |
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Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
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Develop HealthDeployment & Data Residency No hosting region is published, and Develop Health names no region choice, customer environment or on premises option. Separate sandbox and production organizations let customers test against the API. Sourcedocs.develophealth.ai/introductionread 2026-09-29 |
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Humata HealthDeployment & Data Residency Humata names no hosting region, no region choice and no option to run in the customer's own environment or on premises. Staff work inside the EHR through the native integration, and Humata does not say where the platform itself runs. Sourcehumatahealth.com/security-and-complianceread 2026-09-29 |
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| Solution readiness | ||
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Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
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Develop HealthPrebuilt Agents, Templates & Packs Benefit verification, prior authorization and PA status checks are separate API products. Prior authorization processing runs eligibility and benefit verification itself, so the three work as stages of one medication access workflow, not as products that stand alone. Develop Health publishes no templates or agent library. Sourcedocs.develophealth.ai/introductionread 2026-09-29 |
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Humata HealthPrebuilt Agents, Templates & Packs The modular solution comes packaged for procedures, drugs and payers. It runs from auth requirements, PolicyLink and clinical bundling, through PolicyMatch, submission support and attestation assist, to statusing, post-auth monitoring, gold carding and AI clinical review. The customer assembles these modules as stages of one prior authorization workflow. Sourcehumatahealth.comread 2026-09-29 |
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| Platform extensibility | ||
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Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
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Develop HealthModel Flexibility & Routing An LLM ensemble reads the chart, and Develop Health names no model provider, model name or way for the customer to choose a model. Sourcedevelophealth.ai/life-sciencesread 2026-09-29 |
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Humata HealthModel Flexibility & Routing Humata describes its technology only as NLP and AI. It names no model provider or model name, and no model choice for customers. Sourcehumatahealth.com/technologyread 2026-09-29 |
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APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
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Develop HealthAPIs, SDKs & MCP Extensibility A public REST API with bearer tokens covers benefit verification, prior authorization (create, retrieve, cancel, feedback), PA status checks and provider authorization, with OpenAPI specs, signed webhooks, rate limits, a changelog and a sandbox with mock results. Programmatic access is enabled per organization. Sourcedocs.develophealth.ai/introductionread 2026-09-29 |
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Humata HealthAPIs, SDKs & MCP Extensibility Customers get no API, SDK or MCP server to build on. Humata's proprietary APIs and its HL7 and FHIR interfaces connect it to EHRs, payers and UM systems. Sourcehumatahealth.com/organization/payersread 2026-09-29 |
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Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
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Develop HealthTesting, Debugging & Optimization The sandbox's mock results test the caller's integration, and the feedback endpoint sends notes to Develop Health's analytics without evaluating the agent. Develop Health names no evaluation harness, test set or quality gate for the agent's answers. Sourcedocs.develophealth.ai/api-reference/prior-authorization/post_feedbackread 2026-09-29 |
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Humata HealthTesting, Debugging & Optimization Clinical bundles start from historical submissions with staff review, and Humata adjusts their weights automatically from user behavior. The analytics and audit trail feed continuous improvement. This loop runs after deployment, and Humata names no measure or test set. Sourcehumatahealth.com/use-cases/proceduresread 2026-09-29 |
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| Specialist automation | ||
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Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
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Develop HealthBrowser & Computer Use The agent works through EHR integration, electronic submission, fax, phone and messaging channels. Develop Health names no browser, desktop or computer control. A customer testimonial mentions portal work but names no mechanism. Sourcedevelophealth.ai/providerread 2026-09-29 |
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Humata HealthBrowser & Computer Use Submission support includes a Portal Assistant alongside direct submission and eFax. Humata promises providers that staff no longer need portal logins, so the assistant acts inside payer portals where there is no API. Humata does not say how the assistant operates the portal. Sourcehumatahealth.com/use-cases/proceduresread 2026-09-29 |
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Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | D Develop Health |
H Humata Health |
|---|---|---|
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Entry price Lowest public entry point |
Contact sales | Contact sales |
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Pricing confidence How public the numbers are |
Contact only | Contact only |
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Billing Primary billing axis |
— | — |
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Variable cost Workload / overage exposure |
Medium variable cost | High variable cost |
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Free tier / trial Try before you buy |
No free tier
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No free tier
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Buying motion Self-serve vs sales call |
Sales call | Sales call |
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Pricing verified When this pricing was last checked |
Humata grew out of Olive AI's prior authorization business, and in August 2026 it said it would join R1 and fold into R1's Phare OS. Buyers see no public price from either vendor.
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