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AI Strategy · Product Leadership · Agentic AI

We get AI from pilot to production, and we build agentic AI ourselves.

AI strategy for enterprises taking AI from pilot to production, and fractional product leadership for founders building agentic AI. Every engagement is grounded in the agentic AI product we're building in-house.

// track record

Twenty-one years. Here's what actually shipped.

$ whoami — Sheshakanth Munagapati
21+ experienceYears in enterprise & startup product leadership
3 recognitionGartner / Forrester Leader products shipped: Luma, GAVel & Now Assist
10+ yrs ai depthLeading AI product strategy across ML, deep learning, GenAI & Agentic AI
5 inventionPatents in high-availability & server virtualization
2x founderCompanies founded: Healthouts & AIAUTOMIC
1,000+ reachAttendees across guest lectures & industry keynotes
50+ coachingProduct managers coached
20+ scaleEnterprise brands scaled on the AI products shipped

Track record

Two decades building products, and teaching them.

Product leadership & guest lectures across

Why AIAUTOMIC

Most AI advisors have never shipped an agentic product. We have.

We help enterprises decide which AI ships, and we run product for startups building agentic AI. We do it with the same playbook we're using to build our own agentic AI product.

— Sheshakanth Munagapati, Founder & CEO
→ shipped product, not slideware → vendor-neutral, always → advice we use ourselves

About

Twenty-one years building products, from patented systems engineering at HP to consumer internet at national scale, to leading Generative AI product strategy at ServiceNow. Today that experience runs through AIAUTOMIC: AI strategy for enterprises and fractional-CPO work for agentic-AI startups, all while building its own agentic product in-house.

ServiceNow

Led Generative and conversational AI product strategy as Principal PM. Owned Now Assist, NowLLM, and the Virtual Agent.

ServiceAide

Took Luma to Leader in The Forrester Wave™, closing $1–2M in new ARR across 20+ enterprise brands.

Neurealm

Launched GAVel, an analyst-recognised AIOps platform, on Microsoft Azure Marketplace.

Healthouts

Founded a B2B health-tech venture with partners including Boston Children's Hospital & the Joslin Diabetes Center.

Way2News

As Vice President of Product, scaled consumer products to national reach across India.

HP

5 patents in high-availability & server virtualization; 99.999%-uptime systems.

Let's figure out where AI actually belongs in your business.

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