Every state wants the GCCs. Few decide on evidence.
GCC, data-centre and AI-policy decisions are being made on pitch decks and peer FOMO. Your state has the ambition; what it hasn't built is the decision spine that scores each incentive and policy choice against stated criteria and tier-ranked evidence - so the call survives a CAG review and a CM's questions.
Ambition is not a decision. A deck is not evidence.
The risk for an IT secretary isn't a lack of ambition - it's the collapse between a bold tech-policy goal and a decision actually scored on evidence. The pattern repeats:
Every incentive committed without a scored, evidence-chained decision is a CAG finding waiting to happen and public money exposed. A decision spine is the lever - and a solvable gap.
Strong ambition, thin decision discipline.
We grade each department on a four-level scale - Mature, Fragmented, Emerging, Policy-light - because the right intervention depends on where you already are.
High intent, exposed on how the big calls are made
State IT departments are ambitious and move fast on startup, GCC and data-centre policy. What's missing is the connective tissue: incentive decisions scored against stated criteria, tier-ranked evidence behind each policy call, and an audit trail that survives a CAG review. 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 IT secretary can hand to a deputy secretary and act on the same week. Five components:
Decision map
Every high-stakes IT & AI decision on the table - startup policy, GCC attraction, data-centre incentives, AI governance - 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.
IT, Electronics & AI - Decision Position
Data-centre incentive committed without a scored decision
An incentive package of for was committed without scoring against power-availability, employment-density and clawback criteria - a exposure if the project under-delivers, with no documented decision basis for an auditor.
GCC-attraction strategy unbacked by sector evidence
The GCC strategy targets sectors without evidence on talent-pool depth or peer-state win-rates, risking in mis-targeted incentives. An evidence-scored re-prioritisation 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 IT & AI 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 IT & AI 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 incentive outlay, the clawback exposure and the fiscal-responsibility position on committed tech incentives. Engaged first where the money and the audit risk sit.
IT, Electronics & AI Dept
Owns the policy, the GCC and data-centre pipeline and the AI-governance agenda - the office that turns ambition into a scored, defensible decision.
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 |
|---|---|---|---|
| GCCs operating in India | 1,800+ (2025) | NASSCOM / industry reports | 2 |
| State IT/ITeS incentive frameworks | policy-document based | State IT policies | 1 |
| CAG findings on incentive schemes | recurring on un-scored commitments | CAG performance audits | 1 |
| Data-centre power & land criteria | state-specific | State data-centre policies | 2 |
| AI-governance policy maturity | emerging across states | State AI policy drafts | 2 |
| Employment-linked incentive clawbacks | frequently undocumented | CAG / state finance | 2 |
Straight answers.
What exactly do we receive?
A blueprint decision report for your state: the highest-stakes IT, electronics and AI 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.
Make the big tech calls on evidence, not FOMO.
A 25-minute confidential briefing. We'll come back with one specific, sourced IT/AI decision your state faces - framed, scored and defensible. No obligation, no slide-ware.