16 yrs
Building data
and AI
96%
Staff retention
since 2010
1,000+
Specialists across
11 offices
99%+
Annotation
accuracy
500M+
Datapoints
delivered
Better. Faster. Cheaper.

01 · Sectors
Built for sectors where the data is hard and the accuracy bar is non-negotiable.
02 · Services
AI that works in production. The whole programme, or just the piece you need.
Case Study · Healthcare
631K at 98%
Audere
Diagnostic-image annotation under HIPAA, BAA on file, deployed at point of care.
Read case →
Case Study · Robotics
Zero-drift, 18mo
Machani Robotics
Zero-drift QA across egocentric and 3D streams on the CeCe and RIA programmes.
Read case →
Case Study · Loyalty / Marketing
12 days → 3 days
ITA Group
Multilingual content-moderation programme run inside ITA's stack, in ITA's brand.
Read case →
05 · Frequently asked
Questions you'd ask first.
What does IndiVillage actually deliver?
Four service layers you can mix and match: Data Consultancy (strategy and taxonomy design), Data Enrichment (annotation), Algorithm Development (model training and evaluation), and Deployment & Maintenance (production rollout and ongoing SLA governance). You can engage for one layer or the full stack — modular by design.
Why are you better, faster, and cheaper?
96% staff retention over 16 years. Your data is handled by the same specialists year after year, so they get better. That translates to faster annotation, fewer rework cycles, and lower total cost per unit. We're B Corp certified. We run Impact Sourcing across 11 rural community offices in India, which gives us cost efficiency without race-to-the-bottom economics. The ethical model is the commercial advantage.
What's the engagement model?
Free audit → paid pilot → production retainer. Send us 100 frames in your modality. We return annotated output, an accuracy benchmark, and a programme recommendation in 48 hours at no charge. If you want to pilot, we agree a fixed scope and cost. When you're ready to move into production, you move to a retainer with monthly volume commitments.
Do you work inside our tools?
Yes. Platform-agnostic by design. Most clients ask us to work in Dataloop, CVAT, Labelbox, Scale, or Encord. We also integrate custom APIs. You don't need to migrate or change your stack — we onboard to what you already have, and your customers see only your brand.
How do you protect our data?
HIPAA-aligned protocols with BAA on request. SOC 2 Type II certified. GDPR-ready with configurable EU/UK data residency. DPA on request. We're B Corp certified and independently audited on security controls. You get the compliance credentials upfront.
06 · Run an audit
Run a free annotation audit.
Send us 100 frames in your modality. We'll return annotated output, an accuracy benchmark, and a programme recommendation in 48 hours. No bill until you've seen the work.









