Agentic Index

Develop Health vs SamaCare (2026)

Both automate drug prior authorizations, and they split on which benefit and who pays. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.

Develop Health starts with the prescription, mostly on the pharmacy benefit. It shows coverage, cost and authorization rules before the script is written, drafts each payer answer from the chart with a citation and a confidence level, submits to the payer or PBM, follows up and drafts appeals, from inside athenaOne or alongside Epic and Cerner, with a REST API and webhooks. SamaCare covers infused and injected drugs on the medical benefit for retina, oncology, neurology, rheumatology and infusion practices. It creates and submits authorizations singly or in bulk with checkpoints for the practice's approval, guides each request with policy intelligence from more than 2 million past authorizations and hands cases that need judgment from the AI to a person, free to practices because drug brands sponsor it. Choose Develop Health for prescription authorizations with citations and an API, and SamaCare when buy and bill drugs on the medical benefit are the work and a free platform suits you.

This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Develop Health and SamaCare 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 955 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded

Choose Develop Health if

  • Most of your authorizations are prescriptions on the pharmacy benefit, started by prescribers or pharmacies.
  • Each answer should cite where in the chart it came from, with a confidence level and your own reviewer approving if you choose.
  • You run athenaOne or connect Epic or Cerner, and want a REST API with webhooks and a sandbox.
  • SOC 2 Type 2 and HITRUST certification are on your checklist.

Choose SamaCare if

  • Your practice buys and bills infused or injected drugs under the medical benefit, in retina, oncology, neurology, rheumatology or infusion.
  • You want to create authorizations in bulk and approve each one before it goes out.
  • Guidance on each payer's forms and documentation, drawn from millions of past authorizations, would prevent denials.
  • A platform that costs the practice nothing matters, and you are comfortable with drug brands funding it.
Feature
D
Develop Health
S
SamaCare
Action & orchestration

Integrations & Tool Calling

Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools.

Workflow Orchestration

Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps.

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.

Knowledge & context

Knowledge Grounding & RAG

Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers.

Memory & State Persistence

Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer.

Control & trust

Human Oversight & Guardrails

Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls.

Security, Identity & Governance

RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy.

Observability & Auditability

Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior.

Deployment & Data Residency

Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting.

Solution readiness

Prebuilt Agents, Templates & Packs

Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value.

Platform extensibility

Model Flexibility & Routing

Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys.

APIs, SDKs & MCP Extensibility

Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems.

Testing, Debugging & Optimization

Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment.

Specialist automation

Browser & Computer Use

Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone.

Pricing snapshot

Sourced from the Index pricing dataset · open each vendor's profile for full detail.

Pricing
D
Develop Health
S
SamaCare

Entry price

Lowest public entry point

Contact sales Free for medical practices · Brand sponsorship by contract

Pricing confidence

How public the numbers are

Contact only Public, partial

Billing

Primary billing axis

— No charge to practices; pharmaceutical brands pay to sponsor their drugs on the platform

Variable cost

Workload / overage exposure

Medium variable cost Low variable cost

Free tier / trial

Try before you buy

No free tier
Free tier

Buying motion

Self-serve vs sales call

Sales call Mixed

SamaCare is free to practices because pharmaceutical brands sponsor their drugs on it, and it reports a 29 percent higher approval rate for sponsored brands. Develop Health prices by sales conversation, with ClearPA free to prescriber practices.

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