In production with the workloads

where reliability is the product.

SERV is the reasoning and orchestration layer for the agents already shipping into regulated industries, government deployments, and institutional workloads.

Read case studies

🍔 Our Partnerships

What enterprises are saying

one month into private beta.

Sven Schneider

founder of GastroSight

"Cost savings are insane. Around 90% cheaper, and output quality has become more reliable."

Failure rate: 10% → 0%. Agentic OS for the food industry.

Sven Schneider

founder of GastroSight

"Cost savings are insane. Around 90% cheaper, and output quality has become more reliable."

Failure rate: 10% → 0%. Agentic OS for the food industry.

Farid Hossain

founder of Roba Labs

"SERV matched Claude's output quality consistently — and cut our AI costs by over 80%. That benchmark result changed our roadmap."

serv-standard now the default model in ROBA Studio

Farid Hossain

founder of Roba Labs

"SERV matched Claude's output quality consistently — and cut our AI costs by over 80%. That benchmark result changed our roadmap."

serv-standard now the default model in ROBA Studio

Sean Williams

founder of Akretic

"It has done a better job than several of the other frontier models."

Security layer for finance, healthcare, government, defense

Sean Williams

founder of Akretic

"It has done a better job than several of the other frontier models."

Security layer for finance, healthcare, government, defense

Akar Sumset

co-founder of Neol

"Now I can sleep better."

Production agents at 100% reliability. In production with the UAE government.

Akar Sumset

co-founder of Neol

"Now I can sleep better."

Production agents at 100% reliability. In production with the UAE government.

Industries served.

The workloads where reliability is the product.

Akretic, BILLZ

Finance

Treasury execution, security layers, compliance-aware reasoning.

Akretic security layer

Healthcare

Auditable reasoning steps for clinical and pharma workflows.

UAE Government via Neol

Government

Production agents at 100% reliability in sovereign deployments.

Akretic

Defense

Bounded reasoning that survives adversarial review.

Roba Labs

Robotics

Real-time reasoning that keeps embodied agents inside the loop.

GastroSight

Food industry

Agentic OS — production failure rate from 10% to 0%.

ICM-Analytics

Market intel

16× faster pipelines at 9× efficiency.

Compliance & security.

Built for procurement, not promises.

The same reasoning layer that lowers cost also creates the audit surface enterprises need before agents can enter regulated workflows.

V 2.1

TEE + E2EE

Trusted-execution-environment private inference for regulated data.

V 2.4

Graph Sharding (Audit)

Every reasoning step traceable. Audit-grade decision trails.

SOC 2

Type I targeted Q3 2026 · Type II Q1 2027.

IN PROGRESS

Data residency

EU, UAE, and on-premise options for enterprise contracts.

AVAILABLE

Two paths.

Self-serve when it fits.
Contracts when it doesn't.

Path 1

Self-serve API

Usage-based tiers across all SERV models. Public pricing. No call required.

See API pricing

Path 2

Enterprise contracts

Volume discounts, dedicated support, on-premise & custom deployments.

Talk to us.

Procurement-ready in days, not quarters.

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