Your AI Pilots Are
Failing at Scale. I Fix That.
Fractional AI Advisor & Field CTO for regulated enterprises.
Transform stalled pilots into governed, revenue-generating production agents.
Bookings Led
Scaled & Mentored
Enterprise Experience
Field Notes
⚠️ NOT FOR YOU IF:
- You’re just looking for a chatbot PoC.
- You want basic prompt engineering training.
- You don’t own budget or architectural accountability.
✅ THIS IS FOR YOU IF:
- You’re a CIO, CDO, CTO, or Business Unit Leader.
- You have 10+ AI initiatives with no governance.
- You need Agentic AI tied to revenue, risk, or cost takeout.
THE BACKSTORY
Scaling to $110M ARR:
Lessons from the Frontlines
I didn't just read about Agentic AI. I helped build the category.
I spent a decade scaling Kore.ai from early enterprise adoption to $110M ARR. I worked directly with Fortune 500 buyers to deploy conversational and agentic systems in some of the most regulated environments on earth.
I saw what broke. I saw what failed. I watched pilots collapse under compliance reviews, agent sprawl, and unowned decision loops. And I learned exactly what it takes to move from "cool demo" to mission-critical infrastructure that handles millions of interactions.
"My role is not to sell tools, but to ensure Agentic AI delivers measurable business outcomes — safely, scalably, and governably."
The Enterprise Agentic AI
Operating Model™
Value Mapping
We tie autonomous agents directly to revenue generation, cost reduction, or risk mitigation—never just for "innovation's sake."
Agent Control Plane
We design the Agent Control Plane: governance, observability, RAG evaluation, and escalation paths required for production.
Execution Engine
We build the CoEs, platform teams, and operating cadence needed to scale from one successful pilot to 50+ governed agents without organizational chaos.
Problems I Fix
"Our Pilots Are Stuck"
Strategic AI Roadmaps
You have 20 PoCs but 0 production value. I define the operating model to break the gridlock and ship.
"We Fear Hallucinations"
Agentic Governance
I design the guardrails and evaluation frameworks so you can trust agents in front of customers, auditors, and regulators.
"IVR Hell"
Conversational AI Modernization
Stop annoying your customers. I replace brittle IVR trees with generative voice agents that actually resolve issues.
"Data Chaos"
RAG Architecture
Your RAG is failing because your data is messy — not because your vector DB is wrong. I architect the data pipeline for accuracy.
"Process Gridlock"
Internal Automation
I identify and automate high-friction internal workflows to free up your team for higher-value work.
"Talent Gaps"
CoE Enablement
I don't just fish for you; I teach your team to fish. I help build your internal AI Center of Excellence.
How I Engage
Fractional AI Advisor
2–4 hours/week guiding strategy, vendor selection, and architecture reviews for C-suite leaders.
Interim Field CTO
Hands-on leadership for critical Agentic AI programs, bridging the gap until you hire permanent leadership.
90-Day Scale Readiness
A focused engagement to audit, fix, and launch a specific stalled pilot into production.
Executive Architecture Review
One-time deep dive to validate your roadmap, stack choices, and governance risks before big spend.
Initialize Your
Strategy
I don't sell software; I sell outcomes.
If you are ready to move from "AI Experiment" to "Enterprise Scale", let's talk. No sales teams, just direct architectural advice.
- > Why is our RAG hallucinating?
- > How do we govern 50+ Agents?
- > We need a GTM strategy that actually sells.
Direct Email: [email protected]
LinkedIn: in/aayushmediratta