Industries
Built for the enterprises the cloud can’t reach.
Primary market: regulated and sovereignty-constrained enterprises, where deployment constraints eliminate frontier APIs regardless of price. Secondary market: anyone running agents at a volume where unit economics decide the architecture.
Government & defense
Sovereign programs and defense organizations legally cannot send data to foreign cloud APIs.
- Document triage & exploitation
- Cyber alert triage
- Logistics & maintenance workflows
Explore government & defense →
Banking & insurance
Data residency and audit requirements meet massive, repetitive agent workloads, the exact combination frontier APIs serve worst.
- KYC document processing
- Claims triage
- Fraud alert enrichment
Explore banking & insurance →
Capital markets
Trading desks, asset managers, and market infrastructure run agent workloads where latency, confidentiality, and auditability all bind at once.
- Trade confirmation & settlement ops
- Research & filings into structured data
- Client onboarding & suitability
Explore capital markets →
Healthcare
PHI cannot leave the perimeter, and clinical operations run on high-volume structured tasks that reward specialization.
- Clinical document processing
- Prior authorization
- Coding support
Explore healthcare →
Legal
Firms and in-house teams handle documents they cannot send to consumer AI tools, at volumes that make manual review the bottleneck.
- Contract review & clause extraction
- Due diligence triage
- eDiscovery classification
Explore legal →
AI-native enterprises
You already run agents at scale, and the invoice proves it.
- Smart routing over your stack
- Frontier distillation
- High-volume agent steps
Explore ai-native enterprises →
The wedge
One high-volume workflow, converted to an owned model, with the gains measured, not promised.
Document processing, ticket triage, security scanning: the pilot ships in weeks, proves cost and reliability against your current stack, and becomes the first model in your fleet.
Evaluation sandbox
Start where the volume is.
Tell us the workflow that hurts. We’ll scope the pilot, the ontology, and the evaluation criteria with your team.