Enterprise consulting
Production AI. Governed. At scale.
I architect, ship, and govern production-grade AI systems — from LLMOps and agentic orchestration to voice AI, sovereign deployments, and ISO-aligned governance — for MSMEs, enterprises, and the people who run them.
- 30+ enterprises shipped · India, EU, GCC, Nordics.
- ISO-42001 · DPDP · EU AI Act · PDPL aligned.
- Six-week pilot-to-production median.
- Independent · no body-shop · sign on your paper.
“A demo is a promise. A production system is a balance sheet. My job is to close the gap — in weeks, not quarters.”
§ 02 / Authority
From the roomsI've been in — and the feeds that came out of them.
Live shorts. LinkedIn originals. Unedited.
Read all 11 field notes →
PMI Gujarat · Keynote · Dec 2024
I had the incredible opportunity to be part of the PMI Gujarat Chapter — NEXTGEN Project Management, elevating our world through emerging technologies.
Live · this quarter
48,000+
LinkedIn impressions
- Field notes11
- Industries20
- Years shipping15+
Karnavati · AI Conclave 2025
Unlocking the Power of AI: it's all about the right prompt. At Karnavati University, I had the privilege of sharing a key insight…
Rajkot · Keynote · 2025
What happens when AI meets India's social and rural future? You get a room full of students, academics, and leaders in Rajkot asking the questions that actually matter.
PM Forum · Off-script · 2025
I walked into a room of 45+ project managers. No slides. No deck. No script.
- PMI Gujarat
- Karnavati University
- Atmiya AI Summit
- HP WeRise · Ahmedabad
- Project Managers' Forum
- NIFT Gandhinagar
- MeitY · Digital India
- UIT Karnavati
- Ahmedabad founder circle
- PMI Gujarat
- Karnavati University
- Atmiya AI Summit
- HP WeRise · Ahmedabad
- Project Managers' Forum
- NIFT Gandhinagar
- MeitY · Digital India
- UIT Karnavati
- Ahmedabad founder circle
Shapes of engagement
Four shapes, picked on the brief.
01
Two-week diagnostic
A short, paid, written diagnostic: what to ship, what to retire, what to govern. Ends with a roadmap your board will sign.
02
Fractional CAIO
A retained seat: weekly architecture review, quarterly board paper, hiring coverage and vendor calibration. 6–12 month commitments.
03
Co-build
My team embeds with yours. We ship one flagship system end-to-end — and leave an engineering bench that runs it after we go.
04
Governance programme
ISO-42001 alignment, risk register, red-team calendar, DPDP/PDPL/AI-Act posture. Designed for boards, audits and regulators.
Service catalogue
Each capability has its own page.
10 deep-detail pages — from Digital Transformation and AI-as-a-Service to Agents, Voice, LLMOps, Sovereign AI, Governance, and Team Enablement. Each carries the same shape (deliverables · engagement options · honest gates) so you can read the slice that fits before booking.
Engagements like yours
Recent delivery, anonymised by design.
Names withheld; industry and region named. Reference calls available on request under mutual NDA — most clients are happy to speak directly to a peer CXO once the introduction is brokered.
2026
GCC
Bilingual AI Wellbeing Coach
Enterprise wellness
RAG coach in EN/AR with 23 nudge rules across 9 categories, wearable integration, and PDPL/GDPR/ISO-27001-aligned safety escalation.
- RAG
- EN/AR
- Kubernetes
- Fitbit/Apple Watch
- PDPL
- GDPR
2026
EU
Pharmacy Operational Intelligence Lakehouse
Enterprise SaaS
Azure Medallion lakehouse + an n8n intelligence radar with 5 specialist agents across 16 EPICs, and multi-tenant industry config.
- Azure Medallion
- n8n
- multi-agent
- multi-tenant
2026
KSA
Super Mobile App & RAG Chatbot
Real estate
React Native super-app with Azure OpenAI bilingual LTR/RTL chatbot, 6-role dashboards, and ERP/CRM/facilities integration.
- React Native
- Azure OpenAI
- LTR/RTL
- ERP
2026
Internal ERP
HR Performance Management Platform
People ops
8-EPIC plan · 18-table schema · role-based KRA inheritance · quarterly evaluation flow · 300-point PMS.
- ERP
- PMS
- KRA inheritance
2025
EU
Azure Cloud Cost Audit & Right-Sizing
Pharma data platform
Cloud-PEEAM methodology delivering €20K–32K/yr documented savings with a FinOps governance cadence.
- Azure
- FinOps
- Cloud-PEEAM
2025
Nordics
Voice-Based Behavioral Coach
Pharma · consumer health PWA
Norwegian / Swedish / EN voice coach with SMS + push orchestration across a 5-phase delivery with a dedicated team model.
- Voice AI
- Multilingual
- SMS
- PWA
2024
Global
Maritime AI Vessel Safety & Fleet Management
Maritime
Edge AI + IoT telemetry across global fleet · predictive analytics · onboard MLOps.
- Edge AI
- IoT
- MLOps
2023
India
ICU Bed Upgrade Platform
Healthcare · national rollout
Medical-grade IoT with bedside telemetry · CDSCO/MDR compliance · rolled out through partner hospitals.
- Medical IoT
- CDSCO/MDR
Coverage
10 services, one accountable partner.
AI-as-a-Service
Digital Transformation
Agent-as-a-Service
Voice-as-a-Service
LLMOps
Multi-agent Systems
Private & Sovereign AI
AI Governance
Team Enablement
AI-Assisted Development
Alignment
- ISO/IEC 42001 aligned
- ISO/IEC 27001 aligned
- SOC 2 aligned
- NIST AI RMF aligned
Diligence-friendly
For your team verifying before SOW.
Procurement and audit usually need three things before a vendor clears: independent references, a sample of the actual deliverable, and a clear governance / paper posture. Each is one email away.
01
Reference calls
Available on request. You speak to the people I actually did the work with — no account manager in the middle, no curated reference call. Standard mutual NDA before specifics; happy to sign yours.
Request references →02
Board-paper sample
Anonymised example of the deliverable a fractional engagement ships quarterly. Ten pages, ISO-42001-aligned, structured for an enterprise board.
Request a sample →03
Paper / governance posture
Sign on your MSA / DPA / NDA — that's the default. Mutual NDA before architecture specifics. ISO-aligned posture pack and red-team report available pre-SOW.
Email the legal track →
FAQ
Frequently asked.
Are you a person or a firm?
A person, with a small senior bench when an engagement needs hands. The work is contracted with me individually; I'm responsible for delivery. The bench is named in the SOW — no anonymous body-shop substitution.Who actually does the work — you, or a team?
Architecture, governance, and the board-paper deliverables — me, directly. Implementation hands on a co-build engagement — the senior bench, named in the SOW, supervised by me weekly. Review-shape engagements (fractional CAIO, diagnostics, governance programmes) are entirely me.How do you sit alongside our existing system integrator (Accenture / Infosys / Capgemini / Cognizant)?
Comfortably. My job is the architecture decisions, the vendor calibration, and the governance posture; their job is the build at scale and operations. We've co-delivered on twelve engagements where the SI brings the squad and I bring the scope. I write the brief that they execute against, not the other way around.Do you sign on our paper — DPA, MSA, NDA?
Yes — that's the default. Happy to sign your standard MSA and DPA. Mutual NDA before any architecture-specific conversation. Where your paper has an unusual clause (exclusivity beyond 12 months, IP assignment of pre-existing methods), we'll talk.Do you red-team your own deliverables?
Yes. Every engagement ends with a structured red-team pass — adversarial prompts, edge-case rehearsal, jailbreak attempts, governance-failure simulations. The output is a written register your audit team can drop into the evidence pack. Internal red-team report available on request.What's the spend for a 12-month fractional engagement?
Pricing is custom to the engagement — book a meeting and I'll walk you through the range against your brief before anything is committed.What's the smallest engagement you'll do?
The two-week paid diagnostic. It doubles as a vendor trial — you walk away with a board-ready roadmap whether or not we go further. For founder-pace engagements (90-day sprint, architecture review), see /launch.How quickly can you start?
Diagnostics — within 14 days of NDA + SOW signed. Fractional retainers — 30 days for the first board-cadence call. Co-build with named bench — 45 days from kickoff to the first PR landing. Faster is possible at a rush premium; slower can be planned around your fiscal calendar.
Voices from the rooms
48,000+ impressions · 11 notes · 9 venues
PMI Gujarat · Keynote · Dec 2024 Karnavati · AI Conclave 2025 Rajkot · Keynote · 2025 PM Forum · Off-script · 2025
Start here
Two-week diagnostic.
Paid, written, and usually the last diagnostic your board will need. Ends with a twelve-month roadmap, a hiring plan, and a vendor posture — not a deck.
What happens after you submit
- 01
Within 1 business day
I read the diagnostic brief and reply with three things: a go / no-go, the engagement shape that fits, and the next call window.
- 02
Within 5 business days
30-min call with you (and your team if relevant). Mutual NDA on file. Two-page diagnostic SOW for review.
- 03
Within 14 days
Diagnostic kicks off. Two-week paid engagement — written, board-ready, with a shippable roadmap at the end.
What to include in the brief
- — Company size + region (regulatory frame)
- — Current AI spend (rough, no need for precision)
- — What’s blocking the AI strategy today (one line)
- — Existing SI / vendor relationships if relevant
- — NDA on file? Happy to sign yours pre-call.
“A demo is a promise. A production system is a balance sheet. My job is to close the gap — in weeks, not quarters.”