Subodh Kumar KC

Product Manager — Compliance Automation & AI Systems

Dallas, TX (Hybrid)

subodhkc@subodhkc.com

subodhkc.com · linkedin.com/in/subodhkc · github.com/subodhkc

16+ years building AI and compliance systems at Fortune 50 scale, with 3 years at HP Inc. driving AI-powered automation for regulated, high-stakes workflows. Led program management across 53 enterprise apps and $50M+ AI portfolios, reducing manual review by 40–60%. Shipped AI-native products for drift detection, autonomous RCA, and compliance mapping.5 patent filings in AI governance. Thrives in ambiguous problem spaces with cross-functional execution.

53Enterprise Apps
40-60%Less Manual Review
5+AI Products Shipped
5Patent Filings
$50M+Portfolio Oversight

Experience

Sr Program Manager — AI Implementation & Governance
2025 – Present

HP Inc. · Core Team Lead · Dallas, TX

  • ▸Leading strategic AI initiatives across enterprise systems, accelerating AI adoption while ensuring responsible implementation
  • ▸Driving AI governance frameworks aligned with organizational values and compliance requirements
Core Team Lead — Platform Enabling Applications
2023 – 2025

HP Inc. · 53 Applications Portfolio

  • ▸Defined multi-quarter roadmaps for AI Efficiency Workstreams, reducing manual review by 40–60%
  • ▸Led AI-powered Root Cause Analysis initiatives, compressing investigation cycles from days to hours
  • ▸Built metrics dashboards for error rates, model trust scores; ran A/B tests and controlled rollouts
  • ▸Drove cross-functional initiatives with engineering, data, design, and security teams
Founder & CEO — AI Compliance Platform
2020 – Present

Human AI Ethics Council (HAIEC)

  • ▸Launched LLMVerify—npm package for real-time AI behavior verification, drift detection, PII exposure
  • ▸Created AI Compliance Twin™ (patent 63/808,089)—modular engine mapping AI behaviors to regulatory rules
  • ▸Built CourtCase Packet—legal workflow automation structuring events into evidence packets
  • ▸Developed precision drift detection engine (patent 19/284,705)—real-time anomaly detection for AI systems
Earlier Experience2010 – 2022
  • ▸Entrepreneur / Project Manager (2018–2022) — Business process automation, Agile Scrum delivery
  • ▸System Engineer II @ ACTIVE Network (2017–2018) — Web apps, automation testing, PowerShell, SQL
  • ▸System Analyst @ Cummins Inc./TCS (2016–2017) — Led $10M+ MES implementation, 400+ stations
  • ▸Business System Analyst @ Centaurus (2013–2016) — RHEL, Puppet, AWS, 24x7 support

AI & Compliance Products (Live Demos)

LLMVerify

AI behavior verification engine. Scores drift, hallucination, PII exposure.

npmjs.com/package/llmverify

AI Compliance Twin™

Maps AI/system behavior to regulatory rules. Drift alerts + audit trails.

Patent 63/808,089

CourtCase Packet

Structures events into timelines & evidence packets for legal workflows.

github.com/subodhkc

Selected Intellectual Property

19/284,705Modular Precision Drift Detection & Audit-Grade Compliance Fingerprinting
19/283,287Autonomous Root Cause Analysis & Compliance Mapping
63/808,089AI Compliance Twin — Modular compliance engine for AI governance

Publications & Research

The Instruction Stack Audit Framework (ISAF)

Zenodo · 2025 — Nine-layer AI accountability methodology, 127-checkpoint audit protocol

Deterministic Bias Detection for NYC Local Law 144

Zenodo · 2024 — Reproducibility-first architecture for regulatory bias detection

From Industrial Electrification to Artificial Intelligence

Zenodo · 2025 — Institutional lessons for AI risk regulation maturation

Decision Signals

● Zero-to-one builder
● AI-native product execution
● Compliance automation & risk intelligence
● Operates with minimal direction
● Owns metrics and experiment frameworks
● Writes specs and ships code-adjacent features
● Communicates with clarity to Eng + Legal + Risk

Core Skills

Product Management

Vision & Strategy · Roadmapping · Discovery · A/B Testing · Metrics · Stakeholder Alignment

AI & Automation

Drift Detection · Anomaly Detection · Risk Scoring · LLM Verification · Dashboards

Compliance & Risk

Automation · Governance · KYC/EDD Workflows · Risk Narratives · Audit Trails

Technical

Python · TypeScript · FastAPI · SQL · REST APIs · Cloud/CI-CD

Domain Expertise

  • • Regulated industries: fintech, healthcare, hiring, lending
  • • AI governance: EU AI Act, NIST AI RMF, NYC LL 144, Texas AI law
  • • Enterprise compliance: SOC 2, audit trails, evidence preservation
  • • Risk monitoring, transaction scoring, EDD workflow automation
  • • Audit-grade data trails for regulated environments

Education

MS – Engineering & Technology Management

Louisiana Tech University · 2022

BS – Computer Information Systems

Louisiana Tech University · Information Assurance · 2014

What I'm Looking For

Roles where AI meets regulated, high-stakes workflows — Senior PM, Director of AI Programs, or Head of AI Governance. I thrive at the intersection of product, compliance, and engineering, building systems that make regulatory excellence a competitive advantage rather than a tax on innovation. Open to fintech, healthcare, enterprise SaaS, and AI infrastructure companies.