AI-First Product & Platform Leader
VIKRAMADITYASINGH
I believe the next decade belongs to leaders who can bridge scientific rigor with AI-native product thinking — turning complex, regulated environments into platforms that actually deliver measurable transformation.
Background
Biotech Research → AI Products
Northwestern · Ivey MBA · Manipal
Trusted by Leading Organizations
At the Intersection of Science, AI, & Complex Systems
10+ years leading AI products across GovTech, Fortune 500, and enterprise SaaS — from computer vision processing 50K+ applications, to custom LLMs for insurance underwriting, to NLP search driving $170M in revenue. Before product, I engineered cell therapies and nanoparticle drug delivery at Northwestern.
Why Me
The only product leader who combines hands-on biotech research (cell therapy, nanomedicine, bioprocess engineering) with proven AI-first product delivery ($5.6B platforms, $170M revenue impact, award-winning privacy innovation) — in the most complex regulated environments where most leaders hesitate.
I don't just build products with AI features. I architect AI-native platforms with scientific rigor — where every decision is evidence-based, every outcome is measurable, and every system is designed for trust.
AI-Native Product Thinking
AI as a force multiplier across the entire lifecycle — not a feature bolted on at the end.
Cell Therapy & Biotech
From Treg cell therapy at Northwestern to nanoparticle drug delivery — science shapes how I build.
Life Longevity & Health
Deeply interested in regenerative medicine, senolytics, and technology that extends healthspan.
Regulated Environments
Government, insurance, healthcare — where trust, compliance, and evidence-based delivery are non-negotiable.
Products Designed, Delivered & Evolved Using AI
AI embedded across the entire lifecycle: from discovery through delivery to continuous learning.
AI-Powered OCR for Vital Events
Ontario Government
Computer vision and ML solution extracting structured data from paper applications, revolutionizing vital events registration.
Document Management System
FirstAmerican (via TheoremOne)
Led 15-member global team building DMS with Generative AI, enabling $5.6B in annual title insurance products.
Search Intelligence at Scale
Grainger
NLP-powered search optimization for 1.5M products using intent-based ranking and product boosting algorithms.
Thoughts on AI, Product & Systems
AI Strategy Is Product Strategy
Why treating AI as a separate workstream guarantees failure — and what to do instead.
Why Most Digital Transformations Fail
The structural patterns behind failed transformations — and the operating model shifts that prevent them.
AI Agents Will Kill the Dashboard
Hot take: within 3 years, most analytics dashboards will be replaced by conversational AI agents that proactively surface insights.
Thinking in Systems — Donella Meadows
Why every product leader should read this book — and how leverage points apply to platform design.
AI Readiness Assessment Framework
A practical 5-dimension framework for evaluating organizational readiness for AI-first product development.
From AI Pilots to AI Products
The gap between a successful pilot and a production AI product — and why most organizations never cross it.
Three Principles I Build On
Evidence Over Intuition
Decisions in complex systems must be testable, measurable, and auditable. My scientific training shaped this non-negotiable standard.
AI as Thinking Partner, Not Replacement
AI accelerates synthesis and reduces friction — but judgment, accountability, and consequences remain human.
Progress Must Be Demonstrable
In ambiguous programs, visibility creates trust. Trust creates momentum. Momentum creates outcomes.
Systems Thinking for AI-First Leaders
Bi-weekly insights on AI product strategy, organizational design, and lessons from the intersection of science and product leadership.