The hospitals are built. The hard call is who staffs them.
A 79.9% specialist shortfall at CHCs isn't a building problem - it's a deployment-decision problem. Your state has the facilities; what it hasn't built is the decision spine that scores HR-deployment, facility-siting and empanelment calls on evidence - defensible to an auditor and visible to the CM.
A facility is not a service. A post is not a posting.
The risk for a health secretary isn't infrastructure - it's the collapse between a built facility and a working service, decided on evidence rather than roster inertia. The specialist gap tells the story:
Every specialist deployed by inertia rather than need-evidence is a facility under-serving its population and a decision an auditor can question. Evidence-scored deployment is the lever, and a solvable gap.
Capable system, posting by inertia.
We grade each department on a four-level scale - Mature, Fragmented, Emerging, Policy-light - because the right intervention depends on where you already are.
Strong infrastructure, exposed on deployment decisions
State health departments run extensive facility networks. What's missing is the connective tissue: HR-deployment scored against population-need evidence, facility-siting decisions backed by access data, and PM-JAY empanelment governed on quality criteria. The right intervention is a decision-discipline upgrade, not capability-building from scratch. We sharpen the call; we never make it for you.
A blueprint decision report - not a slide deck.
One deliverable, built for your state, that your health secretary can hand to a deputy secretary and act on the same week. Five components:
Decision map
Every high-stakes health-system decision on the table - specialist deployment, facility siting, PM-JAY empanelment, equipment allocation - framed as the choice it actually is, with the criteria that should govern it made explicit.
Evidence dossier
Each option backed by a named, dated, tier-ranked source - so the recommendation rests on evidence, not assertion, and survives a hostile question.
Ten-gate release certificate
Every recommendation passed through a ten-gate certificate - evidence, falsifiability, conflict-check, tier discipline, firewall and more - so the output is defensible, not just persuasive.
Audit-readiness pack
The decision record mapped against exactly what a CAG performance audit or a CM review looks for - you decide and document in one motion.
Evidence-chained action ledger
Each recommendation tied to a named source, a named owner and a deadline - the district, the figure, the action. Zero generic filler.
An evidence chain runs under every stage.
From the moment a question is asked to the moment a Chief Minister acts on the answer, every transition writes a verifiable record - what was decided, on what evidence, against which criterion, with what owner and deadline. The decision becomes auditable end-to-end, not just defensible after the fact.
Trust is engineered into the process, not asserted after it.
The same discipline that governs a well-run decision jury governs every recommendation we make - so the output holds up when a CM, a CAG auditor, or the opposition questions it.
Source calibration
Where official figures differ, the conflict is recorded openly and the lower Tier-1 value adopted; the disputed figure is held back, never quietly used.
Conflict controls
An independence firewall and an open conflict register - declared up front, auditable after the fact.
Audit trail
Every figure time-stamped and attributable to a named source; nothing rests on memory or undocumented assertion.
Tier discipline
Tier-1 (Parliamentary, budget, CAG) over Tier-2 (dashboards, agency reports). Lower tiers corroborate, never carry a claim.
Turnaround clocks
Cycle times are measured continuously, surfacing the bottleneck instead of estimating it annually.
State-owned data
DPDP Act 2023 aligned, minimal personal data; your data stays yours, and the deliverables are licensed to the Government.
One page of a real blueprint decision report.
This is how a finding looks - sourced, gated, owner-assigned, and stamped with a release certificate. Sensitive specifics are redacted here; your report carries your department's real figures.
Health System - Decision Position
Specialist deployment decided by roster, not population need
Specialist posting across follows historical rosters, leaving a mismatch against population-need evidence - facilities under-served while others overlap, with no documented decision basis.
PM-JAY empanelment without quality-scored criteria
Empanelment of facilities proceeded without scoring against outcome and fraud-risk criteria, exposing in claims risk. A criteria-scored review sharpens it before …
Illustrative. A real report is customized to your department, district clusters and current-year figures.
Four auditable KPI layers - on process, never on outcomes you don't control.
We measure auditable decision quality - process you control - never outcomes that depend on a hundred external hands. Four layers, tracked continuously:
Evidence integrity
Source completeness · tier discipline · conflict-register coverage
Decision discipline
Options scored against stated criteria · falsifiability · assumptions made explicit
Throughput
Question → evidence → recommendation cycle time - the bottleneck surfaced, not estimated
Realisation
Owner-assigned · deadline-bound · acted-upon rate (department-owned)
A ten-gate release certificate. Nothing ships without it.
Before this engine ever puts a recommendation in front of a decision-maker, it clears a release certificate. It's why the output survives scrutiny instead of becoming a liability. Five of the ten gates:
Evidence
Every claim tied to a named, dated, tier-ranked source - no assertion rests on memory.
Falsifiability
Each recommendation states what would prove it wrong - and is tested against that.
Conflict-check
An independence firewall and an open conflict register, declared up front.
Tier discipline
Tier-1 (Parliamentary, budget, CAG) over Tier-2; lower tiers corroborate, never carry.
Firewall
Non-partisan, decision-support only - no guaranteed outcome, no claimed influence.
What changes when the report lands.
The engine doesn't add to your reporting burden - it converts the burden you already carry into defensible decisions and a cleaner audit position.
Clarity where there was noise
The question gets framed, the options scored, the trade-offs shown - so the decision is made on evidence, not the loudest voice in the room.
A position that holds under scrutiny
Every recommendation is pre-mapped to what a CAG audit, a CM review, or the opposition will ask - you decide and document in the same motion.
Visible to the CM, owned by you
An evidence-chained decision record the Chief Minister can see - and your department can stand behind.
Start small and bounded - earn the right to scale.
Nothing is contingent on a particular recommendation. The Government commits only to a small, fixed first step and decides each subsequent stage on demonstrated value.
Decision Diagnostic
A fixed-scope audit of the highest-stakes health-system decisions on the table, the evidence behind them, and a ranked map of where the decision spine is thinnest.
Decision Architecture Sprint
Build the evidence-chained option-scoring framework, the criteria matrix and the question-evidence-recommendation tracker, piloted on 2-3 priority decisions.
Decision PMO
Operate a decision-support office for the priority cohort - drive each decision to an owner-assigned, audit-clean close.
Programme Scale
Extend the decision operating system across the department's full health-system remit - only after proof.
One modest decision: a briefing, and an operating owner.
We ask for a 25-minute hearing of the concept, and the nomination of an operating owner for a Stage-0 diagnostic should the Government wish to proceed. Because major decisions are gated by both the line department and Finance, two offices are best engaged together - as co-owners, not in sequence.
Finance / Planning
Gates the HR outlay, the PM-JAY claims exposure and the audit position on deployment decisions. Engaged first where the money and the audit risk sit.
Health & Family Welfare Dept
Owns HR deployment, facility planning and empanelment - the office that turns a built network into evidence-scored, defensible service decisions.
Every figure on this page, sourced.
Tier 1 = Parliamentary replies, budget documents, CAG reports, official policy. Tier 2 = ministry dashboards and agency reports. Where sources conflict, the lower Tier-1 value is adopted and the conflict recorded.
| Claim | Value | Source & date | Tier |
|---|---|---|---|
| CHC specialist shortfall | 79.9% (17,551 posts) | Health Dynamics of India 2022-23 | 1 |
| Rural health infrastructure | extensive, uneven staffing | Rural Health Statistics | 1 |
| PM-JAY empanelment criteria | quality/fraud-risk based | NHA / PM-JAY guidelines | 1 |
| HR deployment basis | historically roster-driven | State HR rosters | 2 |
| Population-need indices | derivable from RHS + census | RHS / Census | 2 |
| Claims-fraud exposure | material in empanelment | NHA audit patterns | 2 |
Straight answers.
What exactly do we receive?
A blueprint decision report for your state: the highest-stakes health-system decisions structured and evidence-chained; options scored against stated criteria; a ten-gate release certificate on every recommendation; and an owner-and-deadline action ledger your officers can act on and defend.
Do you guarantee a particular outcome?
No. We are independent and non-lobbying. We never guarantee an outcome, never charge a fee contingent on one, and never claim influence over any authority. We sharpen the decision; your department owns it.
Is this built on real, current figures?
Yes. The engine is built on your department's FY2026-27 figures and documented gaps, sourced to PRS, Union Budget documents, ministry dashboards and CAG reports - the same sources your own staff would cite. The full Evidence Ledger is on this page.
How does an engagement start?
With a 25-minute confidential briefing and the nomination of an operating owner. The only commitment that follows, if you choose, is a fixed-scope 30-day Stage-0 diagnostic. Nothing is contingent on any recommendation.
Decide who staffs the hospitals on evidence.
A 25-minute confidential briefing. We'll come back with one specific, sourced health-system decision your state faces - framed, scored and defensible. No obligation, no slide-ware.