Case studies

Real outcomes, from real teams.

How leading organizations use Aigarth to ship AI in production.

Featured stories

AI Research
Helix Labs

How Helix Labs cut inference costs by 73% while improving latency

Migrated from AWS to Aigarth in 12 weeks. Same models, dramatically better economics.

Cost reduction
73%
P95 latency
-48%
Throughput
+3.2x
Healthcare
Lumen Health

HIPAA-compliant AI at scale, with full audit trails

Built a clinical decision support system serving 2,400 hospitals. Every call signed, every result auditable.

Hospitals served
2,400
Compliance review
8 weeks
Calls per day
12M
Finance
Vector Capital

Real-time market intelligence on a verifiable compute layer

A 200-ML-model ensemble running 24/7. Stake-secured honesty on every prediction.

Models deployed
200
Prediction latency
8ms
Revenue per QUBIC staked
1.4x