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.
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.
We grade each department on a four-level scale - Mature, Fragmented, Emerging, Policy-light - because the right intervention depends on where you already are.
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.
One deliverable, built for your state, that your IT secretary can hand to a deputy secretary and act on the same week. Five components:
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.
Each option backed by a named, dated, tier-ranked source - so the recommendation rests on evidence, not assertion, and survives a hostile question.
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.
The decision record mapped against exactly what a CAG performance audit or a CM review looks for - you decide and document in one motion.
Each recommendation tied to a named source, a named owner and a deadline - the district, the figure, the action. Zero generic filler.
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.
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.
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.
An independence firewall and an open conflict register - declared up front, auditable after the fact.
Every figure time-stamped and attributable to a named source; nothing rests on memory or undocumented assertion.
Tier-1 (Parliamentary, budget, CAG) over Tier-2 (dashboards, agency reports). Lower tiers corroborate, never carry a claim.
Cycle times are measured continuously, surfacing the bottleneck instead of estimating it annually.
DPDP Act 2023 aligned, minimal personal data; your data stays yours, and the deliverables are licensed to the Government.
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.
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.
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.
We measure auditable decision quality - process you control - never outcomes that depend on a hundred external hands. Four layers, tracked continuously:
Source completeness · tier discipline · conflict-register coverage
Options scored against stated criteria · falsifiability · assumptions made explicit
Question → evidence → recommendation cycle time - the bottleneck surfaced, not estimated
Owner-assigned · deadline-bound · acted-upon rate (department-owned)
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:
Every claim tied to a named, dated, tier-ranked source - no assertion rests on memory.
Each recommendation states what would prove it wrong - and is tested against that.
An independence firewall and an open conflict register, declared up front.
Tier-1 (Parliamentary, budget, CAG) over Tier-2; lower tiers corroborate, never carry.
Non-partisan, decision-support only - no guaranteed outcome, no claimed influence.
The engine doesn't add to your reporting burden - it converts the burden you already carry into defensible decisions and a cleaner audit position.
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.
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.
An evidence-chained decision record the Chief Minister can see - and your department can stand behind.
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.
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.
Build the evidence-chained option-scoring framework, the criteria matrix and the question-evidence-recommendation tracker, piloted on 2-3 priority decisions.
Operate a decision-support office for the priority cohort - drive each decision to an owner-assigned, audit-clean close.
Extend the decision operating system across the department's full IT & AI remit - only after proof.
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.
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.
Owns the policy, the GCC and data-centre pipeline and the AI-governance agenda - the office that turns ambition into a scored, defensible decision.
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 |
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.
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.
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.
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.
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.