Ghostline

Phone-verified provider directories

Half of every plan's provider directory is wrong. Ghostline calls to find out which half.

CMS found 48.74% of Medicare Advantage directory locations had at least one error; upkeep runs U.S. practices $2.76B a year; the REAL Health Providers Act now makes measuring accuracy a federal obligation.

Ghostline takes a directory, calls each office through CALL-E, and returns a verdict for every claim — with the front desk's exact words as evidence. It never returns one it can't quote. The engine is domain-neutral; healthcare is where the money is.

asserted verified evidenced corrected expired re-verified
9/9
recorded scenarios resolved correctly
33%
abstained · UNCLEAR
6
failure modes handled
Pipeline check against recorded transcripts — not a live-call reliability figure. That comes from run_benchmark.py --source live.

Verify a record

one form for everyone — live mode calls the number you enter

record_id, name, phone, region + one column per claim (true/false)

a verification only ever calls the number on the record

Recorded scenarios

full pipeline, zero dialing
Run all nine