Ground the corpus
Approved plan documents — summaries, schedules, coverage tables — become the only source Benefits Guide is allowed to answer from. Nothing outside that boundary reaches a member, ever.
Elixax Products / Healthcare navigation · Initiative / Validation
Benefit answers grounded in
the actual plan.
Benefits Guide provides cited answers from approved plan documents, makes uncertainty explicit instead of guessing, and keeps a visible human escalation path for the questions that matter most.
Grounding Approved plan documents only
Control Human authority, always visible
Evidence Every answer cited to its source
How it works
Follow one question
through the system.
Benefits navigation fails when systems guess. Benefits Guide is built so it never has to.
Answer with the citation
A member asks a real question in plain language. Benefits Guide retrieves the relevant passage, answers from it, and shows the exact text behind the answer — so members and reviewers can verify, not just trust.
Say so when unsure
When the documents are ambiguous or silent, the system says so explicitly instead of improvising. Uncertainty is surfaced as a first-class outcome, never papered over with a confident-sounding guess.
Escalate to a person
Consequential, clinical-adjacent or unresolved questions route to a named human — visibly, inside the same conversation. The member always knows when a person has taken over, and why.
What it does
Grounded answers,
honest boundaries.
Built with the same evaluation and governance discipline as our enterprise AI work: sourced answers, explicit limits, humans in authority.
Plan-grounded retrieval
Answer only from approved plan documents — never from the model's imagination.
Citation by default
Show the exact passage behind every answer so members and reviewers can verify.
Boundary-aware design
Keep benefits navigation clearly separate from clinical or legal decisions.
Human handoff
Escalate consequential or uncertain questions to a person, visibly.
Connected offerings
One health journey.
This is the answering arc.
Benefits Guide came out of real healthcare delivery — the services around it supply the data, governance and context it depends on.
ELIXAX / Start small, prove value