Ajit Muthu Narayanan

About Ajit Muthu Narayanan

What I doI help enterprise product teams turn complex AI and data-heavy systems into user-aligned, compliant, and scalable solutions.I do this byBridging engineering, data science, and compliance to shape roadmap prioritiesOwning end-to-end delivery from discovery to measurement, especially across GenAI, RAG, and Agentic AI use casesAligning product metrics with trust, transparency, and performance outcomes in highly regulated environmentWhat I believeGood enterprise products deliver trust as much as featuresGood product teams measure impact, not just outputGood roadmaps are aligned, explainable, and defensible—especially in regulated AIBackground8+ years across enterprise platforms, data products, and AI/ML initiatives—ranging from Alexa at Amazon to intelligent document processing at PwC, to platform strategy at TransUnion.I’ve worn the hats of Product Owner, Strategist, and Customer Whisperer (yes, all at once).

Experience

1. Ai Product Manager

   Integra Connect

   Oct 2025 — Present · Bengaluru, IN

   Leading the end-to-end architecture and productization of RCM Sphere, a proprietary AI platform processing high-volume unstructured healthcare data to automate Revenue Cycle Management (RCM) for specialty oncology networks- Designed and shipped an Agentic AI based Intelligent Document Processing (IDP) platform service capable of processing 30K unstructured documents Daily. Resulting in 40% less revenue leakage- Implemented a multi-model routing architecture that classifies documents with 98% accuracy, prioritizing high-value claims and reducing manual triage volume by 65%- Achieved a 3x reduction in Turnaround Time (TAT) for claim corrections by automating the feedback loop between denial receipt and resubmission- Reduced missed-billing leakage by 20% through automated audit trails and \"Medical Necessity\" validation agents.

Education

• Anna University Chennai

  Bachelor's of Engineering, Mechanical Engineering

  2011 — 2015

• The University of Texas at Austin

  Postgraduate Degree, Data science and business analysis

• Anna University Chennai

  Bachelor's degree, Mechanical Engineering

  2011 — 2015

• Great Lakes Institute of Management

  Data science and business analysis, data science

  2020 — 2021

• Army public School Bangalore

  Bachelor of Engineering (BE), Mechanical Engineering

  2011 — 2015