01
AI Maturity Assessment & Roadmap
Where you are today, where you can be in 12 months, and the sequenced path to get there.
CONSULTANCY · AI STRATEGY
From AI experiments
to enterprise outcomes.
Most AI initiatives die in PoC purgatory. We've shipped production AI to 50 million users — we know what survives the journey from notebook to balance sheet.
THE GAP
80% of enterprise AI
never sees production.
It's almost never the model. It's the strategy around it — wrong use case, wrong scope, wrong build-vs-buy, no operating model.
OFFERINGS
Ten places we earn our seat.
Each offering is a fixed-fee engagement with a written deliverable your leadership team can act on the day it lands.
02
Use-Case Discovery & Prioritization
Workshop-driven backlog scored on value × feasibility. The 3 that matter, not the 30 that don't.
03
Build-vs-Buy-vs-Fine-tune Advisory
Honest, vendor-agnostic guidance on the right axis of effort for each use case.
04
Model Selection
Open-source vs API · CV vs LLM vs VLM vs hybrid. Decision rationale and benchmark data.
05
LLM Adoption Playbook
From access policy to first three use cases. A frame your CIO and CMO can both sign.
06
Responsible AI
Safety, bias, guardrails, EU AI Act / DPDP readiness. Audit-ready documentation.
07
Data Strategy for AI
Labeling, synthetic data, privacy, retention — the unglamorous foundation that decides outcomes.
08
AI Cost & ROI Modeling
Training cost, inference cost, latency budget, TCO. A model your CFO can pressure-test.
09
Vendor & Stack Evaluation
RFP-grade comparison of model providers, vector DBs, MLOps stacks, and serving platforms.
10
AI Org Design & Capability Building
Right team shape, right hiring sequence, right operating cadence. Internal capability you actually keep.
ENGAGEMENT FORMATS
Four ways to work with us.
Pick the shape that matches your decision velocity — from a one-shot review to a fractional Chief AI Officer.
FORMAT
2–4 weeksSprint Advisory
Tight, fixed-fee engagement for a specific question — model selection, build-vs-buy, vendor evaluation, or a use-case prioritization workshop with a written deliverable.
- FEE
- Fixed
- TEAM
- Strategist + Architect
- OUTPUT
- Decision-ready brief
FORMAT · FLAGSHIP
3–6 monthsEmbedded Fractional Chief AI Officer
A senior AndOr operator embedded with your leadership team. Strategy, governance, hiring, and execution oversight without the full-time hire.
- FEE
- Fixed monthly
- CADENCE
- 2–3 days / week on-site or remote
- OUTPUT
- Operating model + execution
FORMAT
1-shotArchitecture & Technical Review
A senior architect audits your AI stack, pipelines, evaluation, and MLOps. Red flags, quick wins, and a sequenced remediation plan.
- FEE
- Fixed
- DURATION
- ~2 weeks
- OUTPUT
- Technical audit report
FORMAT
90 minBoard / Investor AI Strategy Briefing
A boardroom-grade session translating your AI roadmap into the language your investors and directors actually care about — risk, defensibility, capital efficiency.
- FEE
- Fixed
- FORMAT
- Pre-read + live session
- OUTPUT
- Board-ready narrative deck
WHO WE ADVISE
Three audiences. One operating discipline.
AUDIENCE
Indian enterprises
DPDP-ready data architecture, vernacular AI, and on-prem deployment for India's tier-1 banks, insurers, retailers, and conglomerates.
AUDIENCE
Global enterprises
EU AI Act conformity, SOC2-aligned MLOps, and global delivery for multinational customers in Europe, APAC, and the US.
AUDIENCE
Mid-market AI-native startups
Speed-to-PoC, model and infra selection, and senior architectural review for funded startups that need an AI brain trust without a full-time hire.
WHAT YOU LEAVE WITH
Decisions,
not diagrams.
Every consultancy engagement closes with a written, decision-ready output your leadership team can act on without us in the room.
-
01
Use-case backlog
Scored, ranked, sequenced — with rough budgets and timelines.
-
02
Architecture & model selection
Build-vs-buy-vs-fine-tune decision with rationale and benchmarks.
-
03
Operating model
Team shape, vendor stack, governance and review cadence.
-
04
Total cost of ownership
Training + inference + people, projected 12–36 months.
-
05
Risk & compliance posture
EU AI Act, DPDP, SOC2, HIPAA — mapped to your use cases.
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