AI Strategy · Builds · Transformation

Helping businesses become AI-native — from first principles to shipped systems.

I work with founders and teams — from startups to enterprise — to find where AI creates real leverage, then build and ship the custom systems that put it to work. I diagnose, build, and ship — same person, start to finish.

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A decade early to what's next — emerging-tech consulting, then blockchain & crypto, then identity & payments for AI agents, now physical AI with drones.

// The shift

Going AI-native isn't about adding tools. It's about rewiring how the work gets done.

The advantage won't go to the companies that bought the most AI. It'll go to the ones that rebuilt their workflows, decisions, and teams around it — with clear accountability for what the systems do. That's the work I help organizations get right: not a pilot that impresses, but an operating model that compounds.

01 What I do

Three ways I help you put AI to work.

/01

Custom AI Builds

Agents, workflows, and AI-first products shipped into production — not demos. I build the systems myself, so the thinking and the implementation never get lost in translation.

For  teams with a problem that needs a working solution.
/02

AI Strategy & Native Transformation

We find where AI creates real leverage — then rewire how your team actually operates to capture it. Roadmap, build-vs-buy, governance, and the operating-model changes that make it stick. Strategy comes built into the engagement, not sold as a standalone deck.

For  organizations ready to change how they run, not just pilot.
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Workshops & Training

Hands-on sessions to level up your team: framing where AI fits, fluency with the tools that matter, and building real things together — live, with your own workflows.

For  teams who want to build the capability in-house.
02 Selected work & experiments

Things I've built to push on what's possible.

◇ AI-CRM

AI-first CRM

A CRM that updates and maintains its own records through agentic capability — the data keeps itself current instead of waiting on a human.

agents · workflow automation
◇ AI-Social-Assistance

Multi-agent intelligence pipeline

An orchestration platform that turns raw sources into personalized, high-velocity intelligence and cross-platform content.

multi-agent orchestration
◇ HeyGemma

Local-model assistant

A multilingual AI assistant on Gemma + Ollama that runs models locally — useful help without per-call LLM API costs, designed with accessibility in mind.

local LLMs · cost efficiency
◇ AI-customer-onboarding

Knowledge-graph onboarding

Two-way Q&A onboarding that draws on an internal knowledge graph to answer accurately and guide new customers.

knowledge graphs · RAG

These are experiments, not client engagements — built to prove out ideas before they reach production. More at github.com/xragrawal ↗

Background

Principal AI Growth Systems at FlytBase · ex-Polygon ID / Privado ID · former Director of Growth at Polygon Labs · AI & robotics research roots at IvLabs (VNIT).

03 About

I've spent a decade at the front edge of emerging tech — from consulting on what's next, to practicing blockchain and crypto, to building identity and payments for AI agents, and now into physical AI, starting with drones.

01
Emerging-tech consulting
02
Blockchain & crypto practitioner
03
AI-agent identity & payments
04
Physical AI — drones

The thread is the same each time: spot a shift early, learn it by building, and help others make sense of it. I bring both sides — the strategist who sees where it's going, and the operator who ships.

04 Writing

Notes & work from the front edge.

Whitepaper · Ready Tensor AgentConnect — a decentralized framework for independent AI agents Peer-to-peer discovery, verifiable identity, and a path to agent-to-agent payments. LinkedIn Learn fast, unlearn faster, repeat. On staying useful when the ground keeps shifting under every skill. LinkedIn Experimenting with the Hermes AI agent. Hands-on notes from building and breaking an autonomous agent. Talk · Video On stage — ideas in motion. A recorded session on building for the AI era.

More writing at thisisravi.com ↗

05 Podcast
Podcast & YouTube · Coming soon

The Next Native

Conversations on operating in whatever comes next — with the builders and operators rewiring how their organizations actually work.

06 Connect

Let's figure out your AI move.

Tell me the problem you're chewing on, or grab a time directly. The first conversation is about whether AI is even the right lever — no pitch.

↳ I usually reply within a day or two.
↳ A call is the fastest way to get to something useful.

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