Passed the 100+ document release gate.
Group Life
group_life
Group life extraction for employee classes, benefit amounts, guarantee issue values, eligibility, and certificate schedules.
Available through API, processor, playground, CLI, and MCP.
Schema family used for routing, docs, corpus, and benchmark grouping.
Part of the full 56-schema 99%+ accuracy release.
Every schema has the same inspection rails.
Developers and agents can inspect the schema contract, corpus state, benchmark state, and schema memory before choosing whether to call extraction.
GET /v1/schemas/group_life GET /v1/corpus/group_life GET /v1/benchmarks/group_life GET /v1/benchmarks/group_life/latest GET /v1/schema-memory/group_life
Values need a reason.
Returned fields must tie back to source text, page or section references, evidence quality, and extraction provenance.
No proof, no truth.
Weak, missing, or unsupported evidence stays unresolved instead of becoming a plausible JSON value.
Promotion passed.
Every public schema became release-ready only after its 100+ document corpus passed required-field, evidence, exact-label, and document-pass scoring.
More in Benefits.
Group Health
Group health extraction for plan names, deductibles, out-of-pocket maximums, eligibility language, and SBC evidence.
group_healthhardenedGroup Disability
Group disability extraction for benefit percentages, maximum benefits, elimination periods, class schedules, and certificate evidence.
group_disabilityhardenedStop Loss
Stop-loss extraction for specific deductibles, aggregate attachment points, policy periods, proposal terms, and renewal evidence.
stop_loss