Galiark Deterministic AI Platform
Galiark's deterministic AI platform gives U.S. healthcare claims adjudicators auditable, reproducible decisions instead of probabilistic outputs.
Overview
Galiark Corporation launched its deterministic AI platform for the U.S. healthcare claims market on September 29, 2026. Rather than producing probabilistic answers, the platform evaluates evidence, rules, relationships, and events to deliver transparent reasoning, reproducible outcomes, and a full audit trail linking evidence to each decision. Galiark reports the platform processes 2.5 million dispute records in 267 seconds and cuts per-claim processing time from 2-3 hours to roughly 8 minutes, a 15-22x increase in claims-processing capacity ahead of human review. The company is initially targeting organizations handling Independent Dispute Resolution (IDR) cases, a roughly 2.4-million-dispute-per-year market it sizes at $307 billion annually, with financial services, government, defense, and critical-infrastructure sectors planned next.
This is a sourced directory entry. Features and capabilities are reported in the linked sources; this entry does not document independent Aymorphic testing.
Key features
- Deterministic (rules/evidence-based) reasoning instead of probabilistic model outputs
- Full audit trail tracing each decision back to its underlying evidence and applied rules
- Processes 2.5 million dispute records in 267 seconds
- Cuts per-claim processing time from 2-3 hours to about 8 minutes
Use cases
- Adjudicating Independent Dispute Resolution (IDR) healthcare claims at scale
- Producing auditable, reproducible claims decisions for regulatory review
- Scaling claims-processing capacity ahead of human review
Pricing
unknown -- not disclosed at launch
Pricing reflects the source record and may change. Confirm current terms with the provider.
Dates and sources
- Released
- 29 Sept 2026
- Record updated
- 1 Oct 2026
- Record last checked
- 1 Oct 2026