§ 01 / Introduction
Build.
Run.
Govern.
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.
Most consultants advise on AI. I build it, operate it, and teach your team to own it.
- 15+
- YEARS SHIPPING
- 20
- INDUSTRIES
- 6 wk
- PILOT → PROD MEDIAN
§ 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
01 · Offering
10 services. One accountable partner.
From digital transformation to governance — every service is one page: what it means in practice, how it’s bought, and who it’s for. Not a keyword.
Strategy → architecture → ship — one accountable engineer.
Read the page →Lakehouse, pipelines, ML — the load-bearing half of AI.
Read the page →Agentic workflows that actually finish the job in production.
Read the page →Real-time voice AI — multilingual, sub-300ms, scaled.
Read the page →- 05
LLMOps
Evals, observability, and deploys that survive Monday morning.
Read the page → Specialist agents, supervised. Coordination is the product.
Read the page →On-prem inference, data residency, regulated industries.
Read the page →ISO 42001 · NIST RMF · EU AI Act · DPDP — operationalised.
Read the page →Train your engineers + ops team to operate AI confidently.
Read the page →Cursor / Claude Code / Copilot rollouts that actually compound.
Read the page →
02 · Stack
Tools I actually ship with.
No vendor lock-in, no slide-bait. A working inventory — updated each quarter.
Foundation Models
Opus-class to Haiku-class.
- Claude Opus 4.7
- Claude Sonnet 4.6
- Claude Haiku 4.5
- GPT-5
- GPT-4.1
- Gemini 3
- Gemini 2.5
- Llama 3.3
- Qwen 3
- Mistral Large
- DeepSeek V3
Claude Ecosystem
Where most work lives.
- Claude.ai
- Claude Code
- Cowork
- Projects
- Artifacts
- Skills
- Agents
- Sub-agents
- CLAUDE.md
- Memory
- Connectors
- MCP servers
- Computer Use
- Batch API
- Prompt caching
- Claude for Chrome
- Claude for Excel
- Claude for PowerPoint
Agents & Orchestration
The long-horizon layer.
- LangGraph
- CrewAI
- LlamaIndex
- AutoGen
- n8n
- Temporal
- Airflow
- Prefect
- LiteLLM
- Mem0
- Zep
- Inngest
Retrieval & Data
Because retrieval is the bottleneck.
- Pinecone
- Qdrant
- Weaviate
- Milvus
- pgvector
- Neo4j
- Elasticsearch
- Firecrawl
- Serper
- Unstructured
- Cohere Rerank
Private / Self-Hosted
Sovereign by architecture.
- Ollama
- vLLM
- TGI
- llama.cpp
- Runpod
- Hetzner GPU
- Azure OpenAI (private)
- AWS Bedrock
- Vertex AI
- Mistral API (EU)
Voice, Image, Video
Multimodal, production-grade.
- ElevenLabs
- Vapi
- Bland
- Retell
- Whisper
- Deepgram
- Veo 3.1
- Higgsfield
- Runway
- Flux
- Nano Banana Pro
- Midjourney
- Ideogram
- Kling
Evals & Observability
If you can't measure it, you can't ship it.
- LangSmith
- Arize Phoenix
- Langfuse
- Braintrust
- Datadog LLM
- Helicone
- Weights & Biases
- Guardrails AI
Application & Infra
The boring, load-bearing half.
- Python / FastAPI
- Django
- Next.js
- Node / TypeScript
- React Native
- PostgreSQL
- Redis
- Kubernetes
- Docker
- Terraform
- GitHub Actions
- Vercel
- Azure
- AWS
- GCP
03 · Audiences
Four doors. Same discipline.
Enterprise CXOs
CIO · CTO · CHRO · Head of Transformation.
Cross-BU AI orchestration with ISO-grade governance, sovereign data posture, and multi-year transformation roadmaps — backed by a real engineering bench, not a slide deck.
Open enterprise consulting →MSME Founders & Operators
Pragmatic, ROI-led, no vendor lock-in.
A two-week diagnostic and a no-BS roadmap. Fractional CAIO engagements available. Built for operators who ship, not stakeholders who review.
Send the brief — 90-day Launch →Internal Teams
Technical and non-technical alike.
BMAD for developers. Creative ops for MarCom. Role-based curricula for finance, legal, HR, and product. Tool rollouts with change management — adoption, not licenses.
Open workshops →Individuals
Engineers, builders, senior ICs.
Coaching, mentorship, office hours, and career architecture for senior ICs stepping into AI leadership or product builders pivoting into applied AI.
Open mentorship →Looking for capability-level depth? Browse the nine-service catalogue →
04 · Work
Production systems. Not demos.
Fortune 500 and enterprise customers — described, never named. NDAs are part of the product; references happen on direct calls, not in marketing.
- 2026
Bilingual AI Wellbeing Coach
GCC · 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
Pharmacy Operational Intelligence Lakehouse
EU · 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
Super Mobile App & RAG Chatbot
KSA · 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
HR Performance Management Platform
Internal ERP · People ops
8-EPIC plan · 18-table schema · role-based KRA inheritance · quarterly evaluation flow · 300-point PMS.
- ERP
- PMS
- KRA inheritance
- 2025
Azure Cloud Cost Audit & Right-Sizing
EU · Pharma data platform
Cloud-PEEAM methodology delivering €20K–32K/yr documented savings with a FinOps governance cadence.
- Azure
- FinOps
- Cloud-PEEAM
- 2025
Voice-Based Behavioral Coach
Nordics · 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
Maritime AI Vessel Safety & Fleet Management
Global · Maritime
Edge AI + IoT telemetry across global fleet · predictive analytics · onboard MLOps.
- Edge AI
- IoT
- MLOps
- 2023
ICU Bed Upgrade Platform
India · Healthcare · national rollout
Medical-grade IoT with bedside telemetry · CDSCO/MDR compliance · rolled out through partner hospitals.
- Medical IoT
- CDSCO/MDR
Speaking
- 2026
Vibe Coding: Show & Tell
PMI Gujarat Chapter · PM Forum · Keynote
- 2026
Responsible Generative AI
NIFT Gandhinagar · Keynote
- 2025
AI for Product Leadership
Atmiya AI Summit · Panel
- 2025
Applied GenAI for Enterprise
HP WeRise Ahmedabad · Workshop
Alignment
- ISO/IEC 42001 aligned
- ISO/IEC 27001 aligned
- SOC 2 aligned
- NIST AI RMF aligned
§ 11b / The word on it
From the roomsI've been in.
Field notes from keynotes, panels, workshops, and the odd Friday session with 45 project managers and no slides. Screenshots are LinkedIn originals — unedited. Shorts are live from the channel. Tweets are pulled at request time. The best testimonials are the ones you didn't write yourself.
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.
LinkedIn · 4.3K impressions ↗PMI Gujarat ChapterNEXTGEN Project Management · Nirma University, Ahmedabad- ▶ YouTube · Short
YouTube · @iDigitalMadhav
Live from the channel.
Madhav AnadkatWatch ↗ 
Karnavati University · 2025
A proud moment to felicitate Mr. Madhav Anadkat — Senior Lead, Innovation & Research, Gateway Group — during the AI Conclave 2025.
Post ↗Karnavati UniversityAI Conclave 2025 · felicitationKarnavati · 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…
3.9K · ↗Expert SessionAI readiness · industry-aligned curricula- 𝕏 · X · iDigitalMadhav
X · @iDigitalMadhav
Live from the timeline.
Madhav AnadkatOpen ↗ - ▶ YouTube · Short
YouTube · @iDigitalMadhav
Live from the channel.
Madhav AnadkatWatch ↗ 
UIT Karnavati · Panel · Jan 2025
Unitedworld Institute of Technology organised AI Conclave — Panel Discussion on Cybersecurity risks evolving with the rise of AI, 11th January 2025.
Post ↗Unitedworld Institute of TechnologyPanelist · Cybersecurity Risk in AI
Keynote · AI & The Future of Product
AI won't satisfactorily replace you. But someone using AI well, might.
5.1K · ↗Product leadership audienceRCAI framework · prompt engineeringRajkot · 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.
5.4K · ↗Atmiya AI SummitKeynote · AI & rural India
HP WeRise Ahmedabad · 2025
GenAI is the Hanuman of your Enterprise. Are you ready to play Jamvant?
3.7K impressions ↗HP WeRise · Applied GenAI for EnterpriseWorkshop + main-stage keynote- 𝕏 · X · iDigitalMadhav
X · @iDigitalMadhav
Live from the timeline.
Madhav AnadkatOpen ↗ - ▶ YouTube · Short
YouTube · @iDigitalMadhav
Live from the channel.
Madhav AnadkatWatch ↗ - 𝕏 · X · iDigitalMadhav
X · @iDigitalMadhav
Live from the timeline.
Madhav AnadkatOpen ↗ PM Forum · Off-script · 2025
I walked into a room of 45+ project managers. No slides. No deck. No script.
5.7K · 17 comments ↗Project Managers' ForumVibe Coding · Show & Tell- 𝕏 · X · iDigitalMadhav
X · @iDigitalMadhav
Live from the timeline.
Madhav AnadkatOpen ↗ 
NIFT Gandhinagar · Keynote · 2026
A prompt is the instruction or trigger that awakens the AI's knowledge and directs its response.
Post ↗Prof. (Dr.) Sameer Sood · NIFT DelhiAI for Fashion & Social Goods · Pre-summit
India AI Impact Summit · 2026
Insights from industry pioneers Madhav Anadkat (Gateway Digital), Parth Devariya (GFuture Tech) and Prof. Manisha Padala (IIT Gandhinagar) sparked a vital conversation on how GenAI and tech innovation are reshaping a more ethical fashion landscape.
Post ↗NIFT Gandhinagar · MeitY · Digital IndiaPre-Summit panel · Responsible AI- 𝕏 · X · iDigitalMadhav
X · @iDigitalMadhav
Live from the timeline.
Madhav AnadkatOpen ↗ 
Leadership session · AI for Efficiency
Just wrapped up an energizing leadership session on 'AI for Efficiency' — and wow, the big question still lingers: will AI take over our jobs?
9.4K impressions ↗Ahmedabad founder circleExecutive workshop · 2025
11 field notes · 3 shorts · 5 tweets · 48,000+ combined impressions · unedited
06 · Start
A demo is a promise. A production system is a balance sheet.
Tell me what you’re trying to ship. I’ll tell you — in one call — whether I can help, and how fast.
