Bringing data from billions to AI, so AI can empower billions

India’s data is massive and untapped, yet underrepresented in AI because it’s hard to procure. We use our vast partner network, built across multiple companies and decades in India, to bring it to frontier labs.

We unlock India’s untapped data that AI is missing

  • Underrepresented

    A sliver of today’s training data

  • Available at scale

    Data from millions of people

  • Untapped, high alpha

    Unseen by models, off the public web

  • Hard to procure

    Fragmented, and access runs on trust

What we bring

Two kinds of data, both off the public web and hard to reach without the right relationships.

Clinical records

Real-world care across specialties, with years of follow-up.

  • Visits
  • Prescriptions
  • Labs
  • Imaging

Company datasets

Large enterprises and SMBs across manufacturing, IT services and more.

  • Archives
  • Operating data
  • Workflow data

What models haven’t seen

Real-world data from India, across clinics and companies, that never reached the public web.

Never on the web

Clean for private evals, no contamination

India-specific knowledge

Tropical diseases, local drug brands, and how Indian businesses run

Real-world formats

Handwritten notes, WhatsApp threads and everyday business documents

Code-mixed language

English, Hindi, Hinglish, Marathi and Punjabi

Depth over time

Patients followed for years, archives that span decades

Light gets through. Identities don’t.

A jaali is a carved stone screen from Indian architecture. It lets in light and air while keeping the people inside private. We work the same way: data is de-identified at the source, so identities never leave our partners and what reaches you is safe to license.

  1. Consented

    Only data whose consent covers AI use

  2. De-identified at the source

    Identities never leave the clinic or company

  3. Expert-certified

    To the HIPAA de-identification standard for health data

  4. Compliant

    With India’s DPDP Act and IT Act rules

What we deliver, for the long term

India’s
untapped data

Training data license

Clinical records and company datasets

RL environments

Simulated clinics and workplaces built from real histories

Private evaluation sets

Real cases with rubrics written by experts

Expert graders

Doctors and domain experts to write rubrics and grade outputs

Built for the long term

  • Continuously updated

    New records as they’re created

  • Expanding network

    We add doctors, companies and partners as needed

  • Fully licensed

    Clear rights for training and evaluation

  • Long-term partner

    Fresh data and graders, month after month

Building AI? Say hi to y!

y@arksventures.ai

For AI labs

Training data, RL environments, evaluation sets and expert graders.

For doctors, hospitals and companies

Put your data to work in AI. We handle consent checks and de-identification at the source.