Anterior
Also known as: Co:Helm, Florence
Clinical reasoning AI for health plans whose Florence agent automates prior authorization end to end with cited evidence chains and clinician escalation, deployed in payer organizations processing 8M+ prior authorizations per year.
Anterior (founded as Co:Helm) builds a clinical AI reasoning platform for health plans, starting with prior authorization and extending to care management, payment integrity, and risk adjustment. Its Florence agent reviews medical necessity against plan rules with a full chain of reasoning and cited evidence for every micro decision, and always escalates to a clinician when a definitive path to approval is not found, so the AI approves but never denies.
Modular Actions handle intake of clinical documentation, retrieval of missing provider information, eligibility confirmation, and audit validation. Over 40 percent of the team are nurses and physicians, with forward deployed clinicians embedding at customers; in a Geisinger Health Plan deployment cancer care approvals complete in roughly 155 seconds.
Vendor details
Canonical URL
https://www.anterior.com
Category
Healthcare agent
Funding status
$64M total; $40M round Feb 2026 (Sequoia, NEA, FPV, Kinnevik)
Company status
independent
Use cases & customers
Primary use cases
Target customers
Deployment options
Integrations
Deploys into existing health plan systems with forward deployed engineers and clinicians; modular Actions for intake, retrieval, eligibility, and validation workflows.
Sources & related URLs
Agentic Index coverage score
7.0 / 14 capabilities · 50%
| Integrations & Tool Calling | Partial |
|---|---|
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Deploys directly into existing payer systems with forward deployed engineers, but no documented integration catalog or connector surface, Anterior materials 2026-07-22 |
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| Workflow Orchestration | Full |
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Florence performs end to end prior authorization automation, with modular Actions spanning intake, retrieval, aggregation, eligibility, and validation across payer workflows, Anterior site 2026-07-22 |
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| Knowledge Grounding & RAG | Full |
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Proprietary clinical reasoning architecture reviews medical necessity against plan rules and clinical criteria with cited evidence for every micro decision, Anterior site 2026-07-22 |
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| Human Oversight & Guardrails | Full |
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Decisions are always escalated to a clinician for review when a definitive path to approval is not found, the flagship guardrail: the AI approves but never denies, Anterior prior authorization docs 2026-07-22 |
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| Security, Identity & Governance | Partial |
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Safety and compliance asserted as purpose built design properties of Actions; no specific certifications documented in retrieved materials, Anterior site 2026-07-22 |
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| Observability & Auditability | Full |
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Every micro decision carries a full chain of reasoning and cited evidence, with observability named as a design requirement, Anterior site 2026-07-22 |
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| Memory & State Persistence | Unable to verify |
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No documented persistent agent memory or cross case learning capability, Anterior docs 2026-07-22 |
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| Deployment & Data Residency | Partial |
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Enterprise SaaS deployed into payer environments; no self host or residency options documented, Anterior docs 2026-07-22 |
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| Prebuilt Agents, Templates & Packs | Full |
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Library of modular prebuilt Actions for intake, provider information retrieval, eligibility confirmation, document validation, and plan rule cross checks, Anterior Actions page 2026-07-22 |
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| Triggers & Channel Coverage | Partial |
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Processes tens of thousands of patient journeys daily driven by authorization intake, but the trigger surface is not documented as first class, Anterior materials 2026-07-22 |
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| Model Flexibility & Routing | Unable to verify |
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Proprietary clinical reasoning platform; no customer facing model choice or routing, Anterior docs 2026-07-22 |
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| APIs, SDKs & MCP Extensibility | Unable to verify |
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No public developer API, SDK, or MCP surface documented; Actions are vendor built modules rather than a developer extensibility surface, Anterior docs 2026-07-22 |
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| Testing, Debugging & Optimization | Unable to verify |
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Pilot programs and KLAS validation exist but no customer facing testing or evaluation tooling is documented, Anterior materials 2026-07-22 |
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| Browser & Computer Use | Unable to verify |
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Operates on clinical documents and payer systems, not browser or computer interface control, Anterior docs 2026-07-22 |
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The Agentic Index coverage score grades every vendor Full, Partial or Unable to verify against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded
Pricing
Value based, contact sales
tasks / outcomes
What is public
No public rate card, but the pricing mechanism is unusually public: value based with per task fees, stated by the CEO in funding coverage.
Variable cost rationale
CEO describes value based pricing varying by use case with task based fees such as per auto approved prior authorization; realized cost scales with authorization volume and mix.
Sales call required
Yes, required for paid access
Free / trial
Pilot with ROI within weeks offered
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Alternatives to Anterior
The closest documented capability profiles to Anterior among healthcare agents tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.
- Cohere Health7.5 / 14Fuller documented coverage on Triggers & Channel CoverageAnterior vs Cohere Health →
- AKASA6.0 / 14A lighter documented profile than Anterior
- CombineHealth8.0 / 14Adds documented Memory & State Persistence and Model Flexibility & Routing, among others
- Humata Health5.0 / 14A lighter documented profile than AnteriorAnterior vs Humata Health →
- Latent Health5.0 / 14A lighter documented profile than Anterior
- Nym8.0 / 14Adds documented Testing, Debugging & Optimization
Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded