Forge by League
The best way to launch healthcare agentic experiences
Everything you need to design, build, run, and optimize consumer-facing agentic experiences,
safely and at scale.
From idea to live agent in days, safe by default.
Building safe healthcare AI shouldn’t slow you down. Every agent starts on League’s healthcare-grade foundation, with clinical guardrails included from the start. Define what it does, connect it to the data it’s permitted to use, set its escalation rules, and validate it against League’s synthetic populations, all before it reaches a single consumer. Agents that once took months to stand up are now live in days. Once live, a real-time dashboard tracks completions, escalations, and accuracy by use case.
Forge by League
Built for
healthcare,
not retrofitted
for it.
Purpose-built healthcare SLMs
Small language models tuned on clinical workflows, delivering higher accuracy, lower cost, and lower latency on benefits interpretation, care-gap reasoning, and clinical logic than general-purpose models.
Certified golden datasets
An expert-authored answer key that codifies clinical judgment and sets the bar an agent must clear before it ships, doubling as the human-review record regulators increasingly expect.
Evals
Customers can author their own test cases, which agents use to continuously optimize performance against real-world scenarios and prove that they repeatedly took the right action.
Synthetic Populations
Proprietary synthetic data sets, privacy-preserving by design, that let teams test agents against thousands of realistic scenarios, including vulnerable populations and edge cases.
Healthcare-grade governance, safe by default
PHI-aware access, clinical guardrails, and grounded reasoning that constrains agents to approved sources, so an agent cannot invent a coverage or clinical answer it was never given. Built to HITRUST r2, SOC 2 Type II, HIPAA, PIPEDA, and GDPR standards.
Performance monitoring
See completions, escalations, and accuracy tracked by use case, with agents benchmarked — where data-sharing terms permit — against anonymized, opt-in results from peer organizations across the League network.
FORGE BY LEAGUE
Proven in real world healthcare environments
From palliative care to medicaid redetermination, agents built on Forge by League are already transforming care for health plans and providers.
Health Coaching Agent
Driving engagement and outcomes at a leading international health insurer.
Care Gaps Agent
Supporting quality teams in consolidating chase lists and prioritizing outreach and interventions to close care gaps at scale at a large U.S. health plan.
Palliative Care Agent
Supporting patients and families through the most sensitive moments in care at a major North American hospital.
Cancer Journey Agent
Guiding patients through diagnosis, treatment, and follow-up at a top-3 global cancer center.
Medicaid Redetermination Agent
Helping members navigate renewal and eligibility requirements to reduce coverage gaps for a regional Medicaid health plan.
Transportation Agent
Coordinating non-emergency medical transportation for users with mobility or access barriers for a state Medicaid managed care health plan.
TRUSTED BY the world’s leading healthcare organizations
Register for early access
Sign up now to reserve your spot for early access opening in September 2026.
