Cinematic mountain landscape at golden hour

Frontier AI for the enterprise

GoArk helps critical enterprises accelerate AI adoption — and supplies the frontier AI labs pushing the state of the art with the expert data they need.

Trusted by leading enterprises across industries

National Telecom
Retail Bank
Global Insurer
Retail Group
Energy Utility
Industrial OEM
Payments Network
Fintech Platform
Healthcare Provider
Media Group
Logistics Operator
Frontier AI Lab

client identities anonymized until publication

Solving the problems that move the business.

Collections across millions of clients
Financial Services

Collections across millions of clients

Agentifying a national telecom operator
Telecommunications

Agentifying a national telecom operator

Governed pricing and resolution at scale
Retail

Governed pricing and resolution at scale

Internal IT automated across thousands of stations
Manufacturing

Internal IT automated across thousands of stations

Expert medical data that lifts the frontier
Frontier AI Labs

Expert medical data that lifts the frontier

Billing resolved end-to-end for energy customers
Energy

Billing resolved end-to-end for energy customers

We bring together the industry-specific Frontier AI platform, the forward-deployed teams that install it, and the strategic partnership to unlock the full potential of the organizations our world runs on.

Cinematic mountain landscape at dusk

The industry-specific Frontier AI platform for critical workflows.

Run any model, any modality, any use case — fully governed. A pre-built domain platform, deployed inside your environment by embedded engineers who tune it to your data, systems, and controls.

Forward-deployed engineering team at work
Deployment

Forward-deployed teams in every market.

Local engineering pods who build it with you, then hand it over and move to the next use case.

Vast canyon vista symbolizing strategic depth
Strategy

Strategy that drives AI transformation.

Shaping the shift — which problems, what order, how the organization changes to compound value.

Deep in regulated, mission-critical industries.

Financial Services — GoArk Frontier Forward
Accuracy, Compliance, and Trust

Financial Services

Resolve servicing queries, disputes, and claims end-to-end with the auditability financial institutions require. Governed decisioning for underwriting, credit, fraud, and AML — AI decides inside your risk policy, every action logged.

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For frontier AI labs

The expert medical data that lifts the frontier itself.

For the labs training and evaluating the next generation of medical AI, we supply physician-generated data at scale. Consented, de-identified, audit-ready — produced by credentialed Indian physicians.

01

Clinical reasoning traces

Step-by-step differential diagnosis, workup ordering, and treatment reasoning — authored by attending physicians and peer-reviewed against ground truth.

02

RLHF & preference data

Pairwise rankings, expert critiques, and gold responses across triage, prognosis, and patient communication.

03

Bespoke eval environments

Custom medical benchmarks and RL environments, including OSCE-style simulators and case-rollout grading.

04

Multilingual medical dialogue

Doctor–patient dialogue in Hindi, Tamil, Bengali, Telugu, Marathi and more — including code-switched clinical English.

Pool
1.38M
registered MD/MBBS
Languages
22+
Indian scheduled languages
Diversity
27%
of global TB burden
Provenance
DPDP
chain-of-custody

Consent-first sourcing · De-identification by default · DPDP-aligned handling · Full chain-of-custody · Two-tier peer review · Contributor data is never shared with clients.

A team collaborating around laptops

The team building the future of applied AI.

A single unified system that compounds the intelligence and execution of the entire workforce, processes, and products. We're early, and we're hiring the people who'll define it.

Get in touch

Tell us one workflow or one dataset that matters.

We'll come back with a scoped plan and a time-to-first-outcome — usually in days.

Response
Within 2 business days
Contributor data is never shared with clients
goark

Frontier AI, forward-deployed. For the enterprises running our world — and the labs building what's next.

Get in touch
hello@goark.ai
Response within 2 business days.
© 2026 GoArk — all rights reserved
Applied Frontier AI · Enterprise & Labs