NQAS.ai — Powered by Jaimini Group

The builders
behind NQAS.ai

Jaimini Group is an AI-first organisation with one flagship mission: to solve India's hardest public healthcare problems with technology that actually reaches the ground. Not pilots. Not whitepapers. Real deployments, in real districts, with measurable impact.

Our AI Agency vertical builds, deploys, and scales AI products that save lives. We work where the system has gaps — where consultants don't reach, where guidelines don't translate, where data doesn't flow. We don't sell software. We deploy outcomes.

NQAS.ai is our flagship public healthcare product. It was born from a simple realisation: India has the world's most ambitious quality framework, but the people who need it most — the CHOs at AAM centres, the ANMs at sub-centres, the doctors at PHCs — have never had a way to actually use it. So we built one.

Jaimini Group team members standing in a V formation

The Story
Behind NQAS.ai

- A journey from understanding the realities of public healthcare to building an AI platform that helps every facility achieve quality with confidence.

Chapter 1

The Field

We came to Sahibganj to build delivery wards. Simple brief: assess centres, build wards, save mothers. But the moment we walked through the facilities, we saw something we weren't looking for — something broken. Not in one centre. In every centre.

Chapter 2

The Pattern Nobody Was Seeing

From the district hospital to every PHC and AAM, the problem was the same. CHOs weren't failing at quality — they were drowning in everything else: NHM mandates, disease targets, ABDM digitisation, patient care, all on the same two hands.

Year after year, NQAS certification stayed "pending." So we made a decision: fix the foundation first — not advise, not consult. Execute, end to end.

Chapter 3

The Clock

December 2026. Government of India mandates 100% NQAS certification. No extensions. The challenges on the ground:

  • Thousands of checkpoints — lakhs of compliance points to clear across every facility
  • No real guidance — centers left to figure out NQAS on their own
  • Deadline closing in — just 12 months to do what years of effort hadn't
  • Only 5-15% complete — after crores invested, 150 centers still waiting
  • Too few NQAS experts — a handful of specialists to guide an entire district
Chapter 4

The War Room

This is where we planned the answer. The Jaimini team went into deep R&D studying every district in India that had cracked NQAS.

Top-down: national frameworks, NHSRC standards, state strategies. Bottom-up: what a CHO at a remote AAM actually lives through.

How we built the plan: Policy Analysis — Ground Reality — Expert Assembly.

So we designed something the sector hadn't seen: consulting + technology + training — all three at once, for an entire district.

Chapter 5

The Birth of NQAS AI

This is where the idea was born: an AI built for NQAS itself — guiding every centre through every step, in their own way. What our AI does:

  • Plans the path — every NQAS step mapped, from preparation to practice to action
  • Speaks their language — guidance in the CHOs' own language, at their own pace
  • Scores & assesses — gap assessment and checkpoint scoring, automatically
  • Analyses — reads where each centre stands and what's missing
  • Judges readiness — tells you exactly when a facility is certification-ready

The plan, the practice, the planning — all done by the AI. The team only has to implement. Human expertise for quality. AI for everything that slows it down.

Chapter 6

The Test

Before going all-in, we needed proof. So mid-build, we ran a minimum sample test — a stripped-down pilot across two districts, two states: Kabirdham (Chhattisgarh) and Vaishali (Bihar).

The response was immediate. Health workers who'd sat through years of half-hearted NQAS attempts engaged with real energy. Teams gave daily feedback. "Is this real? Is it actually going to work this time?" — and belief came back.

Chapter 7

Nqas.ai Goes Live

The foundation is built. Now implementation: to pilot district then scale it for nation.

This is not built for the market.
This is built for the people who deliver care

Governments

Full NQAS transformation across every facility in your jurisdiction. AI deployed for every CHO, every BMO, every workers. National recognition for your district. Aspirational District health KPIs lifted. India's first AI-Ready Quality Districts emerge from here.

Development Agencies

WHO-aligned quality interventions with measurable population health outcomes. Designed for evidence frameworks, structured impact reporting, and replication across geographies. Outcomes that fund the next grant.

NGOs & Foundations

Zero infrastructure dependency. Measurable per-rupee outcomes. Built to scale across districts without proportional cost. The same platform that serves one facility serves a thousand — at a fraction of traditional consultancy cost.

CSR Partners

Systemic transformation, not one-time events. Fund one district, replicate across ten. Every rupee creates verifiable healthcare outcomes — with reporting that meets your CSR governance and Section 135 obligations.