Shanmugam Lakshmanan — Associate Partner
EY Candidate
EY Associate Partner Candidate • Executive Portfolio

Shanmugam Lakshmanan

Associate Partner Data & AI Practice Life Sciences & MedTech

24+ year AI Enterprise Leader building and scaling Data & AI Practices for global Life Sciences enterprises. Trusted Transformation Advisor to C-suites across Top 3 & Top 5 Global Pharma, Diagnostics Leaders, and Consumer Health Giants.

24+ Years Experience
$6M+ Practice Revenue
17+ Global Clients
7/7 Sustained CSAT
Executive Summary

AI Practice Builder & Enterprise Deal-Maker

Combining deep Life Sciences domain mastery, board-level strategic AI framing, and a proven track record of winning against Big 4 consulting competitors.

Shanmugam Lakshmanan

Executive Overview

24+ Years AI Practice Builder • Infosys Consulting

24+ year AI enterprise leader building and scaling Data and AI Practices for global Life Sciences enterprises. Currently leading the Data & AI Practice at Infosys Consulting (Life Sciences & MedTech).

Deep expertise across Agentic AI & AI Agents, Responsible AI Governance, Gen AI Industrialization and Enterprise Data for AI — with a proven track record of winning marquee AI enterprise mandates against Big 4 competitors, shaping AI transformation roadmaps at CDO/CTO/CEO level, and deepening CXO relationships into multi-year AI partnerships.

Trusted AI Transformation Advisor to C-suite at Top 3 Global Pharma, Top 5 Global Pharma, Top Innovative Pharma, Top 5 Pharma & Diagnostics, and Global Consumer Healthcare Leaders.

Practice Revenue & Growth Trajectory

Life Sciences Data & AI Practice Metrics (FY23–FY26)
Metric FY23/24 FY24/25 FY25/26
Sales Credit $2.5M $4.0M $6.0M
Managed Credit $2.0M $3.6M $5.4M+
Headcount Growth +50% YoY +60% YoY +65% YoY

Career Journey

2000 — Present
Infosys Limited & Infosys Consulting 2018 — Present • Practice Leader Data & AI
Cognizant Technology Solutions 2009 — 2018 • Senior Leadership
Wipro Technologies 2006 — 2009 • Technical Delivery Leader
EDS India Pvt Ltd 2003 — 2006 • Systems Consultant
Polaris Software Lab Ltd 2000 — 2003 • Software Engineer

Education

Degrees & Academic Honors
MS — Information Technology BITS Pilani, Rajasthan, India
MCA — Master of Computer Applications Bharathidasan University, Tamil Nadu
B.Sc — Computer Science Bharathidasan University, Tamil Nadu

Certifications & Credentials

Industry Standards & Frameworks
ISO 42001 RAI EU AI Act Practitioner Azure Data Platform Agile / SAFe PMP OneTrust RAI

Core Competency Matrix

Depth across Consulting & Technology
Life Sciences Domain Depth 95%
AI / Gen AI Industrialization 95%
Responsible AI & Governance 95%
Data Management & Strategy 95%
Data & Analytics Consulting 90%
Cloud (Azure, AWS) & Platforms 75%
Delivery & Program Management 95%
Practice Management & Scaling 90%
Pre-Sales & Offering Build 90%
Proven Track Record

Landmark Enterprise Achievements

High-impact leadership milestones across multi-million dollar practice scaling, board-level CEO presentations, and enterprise RFP wins against Big 4 consulting firms.

Built Data & AI Practice from Ground Zero

Scaled Sales Credit from $2.5M → $4.0M → $6.0M across FY23/24–FY25/26 with headcount growth +50% → +60% → +65% YoY at 83% consistent utilization. Owned P&L-equivalent metrics governing $6M+ in billable revenue.

$6M+ Practice Built

$100M/yr Board-Level Partnership Pitch

Partnered with Articulus to architect and present the Infosys 10-Year Life Sciences Partnership Value Proposition directly to the client CEO for a Board-level strategic deal.

CEO Board Engagement

35% RFP Win Rate Against Big 4 Incumbents

25% competed head-to-head against incumbent Big 4 consulting firms. Drove strategic AI capabilities across Top 3 Pharma CORA, Top 5 Pharma DOMT, Global CHC Leader RA, Top Innovative Pharma Cortex, GAIN Platform & Sales Rep AI Reimagination.

35% Win Rate

Agentic AI Practice Builder — FY25/26

Won competitive enterprise mandates for Agentic AI & AI Agent programmes — PSP Agents (Top 3 Global Pharma), TPRM AI Reimagination and Sales Rep AI Reimagination — defining AI transformation roadmaps.

Agentic AI Leader

Infosys Annual Excellence Award Nominee

Recognized for practice growth, sustained CSAT 7/7 delivery and AI offering leadership across FY23–FY26 spanning 13+ Life Sciences clients globally.

Practice Excellence

AIM Prestigious Award — CMO & CIO

Delivery Excellence recognition for sustained program management and measurable client value realization in Life Sciences AI & Data transformation programs.

Value Realization
Consulting Architecture

4-Pillar Capability Architecture

Built, led, packaged into Go-To-Market offerings, and client-validated across Top 3–10 Global Pharma, MedTech, and Biotechnology enterprises.

Capability 01 — Responsible AI & Governance

Clients: Swiss Pharma Pioneer • UK Consumer Health • US Women's Health • US Pharma Giant
GTM Offering

Responsible AI as a Service (RAI)

EU AI Act + ISO 42001 compliance readiness; AI risk maturity assessment; RAI operating model, principles, and governance frameworks.

RAI Strategy & Maturity
Control Tower

AI Governance as a Service (AIGaaS)

Agentic Governance Navigator; Board & Audit Committee Dashboard; Dark AI detection; Control monitoring across 8 dimensions.

AIGaaS Platform
Cyber & Red-Team

AI Security as a Service

LLM red-teaming, prompt injection defense, bias & hallucination testing, model drift monitoring and automated certification.

AI Red Teaming & Security
Cost Optimization

AI FinOps & ROI Intelligence

3-pillar AI cost governance; CFO/COO/CTO calculator; token consumption/revenue baseline; 30–40% AI spend reduction.

AI FinOps & ROI Engine

Capability 02 — Agentic AI & Commercial Intelligence

Clients: US Pharma Giant • Swiss Pharma Pioneer • UK Consumer Health • India #1 Pharma • Israeli Generic Pharma
Field Force AI

Sales Rep AI & Field Force Orchestration

Swiss Pharma Sales Rep AI RFP win + NOVA OS Field Orchestration; pre-call HCP Avatar simulation; FMR/PSP coaching; post-call automation.

NOVA OS • Sales Rep AI
Patient Services

PSP Agentic AI & Patient Services

US Pharma Giant PSP — 5 AI Agents; patient assistance & adherence; 40% coordination cost reduction; 24/7 autonomous support journey.

PSP 5-Agent Suite
Attribution

Commercial Analytics & MMM Modelling

AI-powered Mixed Media Modelling — ROI attribution across HCP field, digital & events; HCP engagement & incentive optimization.

MMM & HCP Engagement AI
Market Access

HCP Intelligence & Market Access AI

AI HCP targeting & next-best-action agents; payer analytics; formulary positioning; incentive intelligence.

Next-Best-Action Engine

Capability 03 — AI in R&D & Clinical Sciences

Clients: India GLP-1 Innovator • Swiss Pharma Pioneer • Swiss Diagnostics (Roche) • Paris CHC (Opella) • UK-Swedish Biopharma
GenAI Dossier

Medical Writing AI — Paris CHC (Module 2.5 & 2.7)

GenAI + Agentic AI for CHC regulatory dossiers; evidence retrieval; citation validation; GenAI + 21 CFR Part 11 compliant authoring.

Opella Med Writing AI
Safety & PV

Pharmacovigilance & Safety AI

Real-time AI signal detection + OMOP CDM for RWD/RWE analytics; UK-Sweden Biopharma PV safety AI platform.

OMOP CDM & PV Signals
Clinical Trials

Clinical Trial & Regulatory AI Automation

Clinical trial dashboards + regulatory submission AI + FDA/SMO lifecycle automation; eCTD / RIM support.

eCTD & Trial Automation
AI Factory

Platform AI Certification & Industrialization

Gen AI UCI + Swiss Pharma Pioneer GAIN Platform + Swiss Diagnostics Leader (Roche) AI factory industrialization.

GAIN • Cortex • Roche AI Factory

Capability 04 — Data for AI & Semantic Architectures

Clients: Swiss Pharma Pioneer • German Life Sciences • German Pharma Sciences • UK Consumer Health • US-India Generic
Data Foundation

AI-Ready Data Foundation

OMOP CDM, feature stores, LLM data pipelines & RAG knowledge graphs for AI training; governed, harmonized training data.

AI-Ready Feature Stores
Data Governance

Data Catalog, Governance & Lineage

SQLDBM Canonical Data Modeling/Quality/SCM; Packaging Engineering; Legal Ops; UK Consumer Health metadata management.

SQLDBM Lineage & CDM
Observability

Data Quality & Observability for AI

AI-powered DQ scorecards; proactive pipeline monitoring across SCM, HSE & quality events; automated RCA.

Automated DQ Scorecards
Knowledge Graphs

AI Semantic Layer & Knowledge Graphs

Snowflake Cortex / GenBI semantic layer; enterprise semantic models; faster AI-powered discovery and decision support.

Snowflake Cortex & GenBI
Account Journeys

Deep Account Penetration & Programme Portfolio

17+ Global Life Sciences & MedTech clients — advancing from single initial engagements to enterprise-scale, multi-year AI transformation partnerships.

Specific Client Impact Highlights

Cap 01 • Governance

Enterprise AIGaaS & Control Tower

Enterprise Multi-Client: AIGaaS Platform with 14+ use cases, EU AI Act & ISO 42001 readiness. Swiss Pharma: AI Control Tower, 14 mock PV, 22-point risk model, RAI Revamp & TPRM AI Reimagination.

Cap 02 • Agentic AI

Sales Rep AI & PSP Agentic Suite

Swiss Pharma: Sales Rep AI RFP Win & Nova OS (40% cost reduction). US Pharma: PSP Agentic AI (5 agents, 40% cost reduction, 24/7 care). California Biopharma: AI Literacy as a Service.

Cap 03 • R&D

Paris CHC (Opella) Medical Writing AI

Paris CHC (Opella): AI Medical Writing (Module 2.5 & 2.7, 24% cycle reduction, GenAI + 21 CFR Part 11, 12-week pilot). Swiss Pharma: GAIN Platform AI Certification (50+ Gen AI use cases, EU AI Act risk tiers).

Cap 03 • PV Safety

UK-Swedish Biopharma — PV Safety

UK-Sweden Biopharma: PV Safety & OMOP CDM implementation — 2–4 weeks earlier safety signal detection and 6–8 week accreditation acceleration.

Cap 04 • Semantics

Semantic Layer & Data Foundation

Swiss Pharma: Semantic Layer & DAP on Snowflake Cortex (30% AI query accuracy gain). UK Consumer Health: SQLDBM Canonical Data Model (3 domain CDM, Quality/SCM, Packaging).

Cap 04 • Data Engineering

US Pharma Giant — Data Engineering

US Pharma Giant: AI Data Engineering Programme — accelerated enterprise AI programs delivery, scaling data engineering capabilities across Commercial, R&D, Supply Chain & Manufacturing.

Strategic Value

Why I Am the Right Fit for EY

A rare convergence of Life Sciences domain depth, enterprise AI deal-making, CXO advisory, and $6M+ practice leadership — directly aligned to EY's growth mandate.

Enterprise AI Deal Maker • Pipeline Builder

Leads every client engagement as an AI Transformation Partner — opens with regulatory exposure & cost-of-inaction framing, defines AI strategy and roadmap aligned to client business objectives, and closes with a phased 90-day path. Built to win enterprise AI deals, build CXO pipelines, and enable EY sales at scale in Life Sciences.

AI Enterprise Leadership • Transformation Partner

Won and led enterprise AI mandates at Top 3, Top 5 & Global CHC Pharma against Big 4 incumbents — shaping AI strategy at CDO/CTO/CEO level and converting CXO relationships into multi-year AI transformation partnerships. Fluent in GenAI architecture (LangGraph, AutoGen, CrewAI) and boardroom AI risk & ethics language.

Already Operating at Big 4 Scale • $6M+ Practice

$6M+ practice, 17+ global LS & MedTech clients across Top 3, Top 5, Top 10 Global Pharma, Global CHC, Specialty Pharma, MedTech & Biopharmaceutical — 7/7 CSAT sustained across multi-year engagements. Immediate day-one Associate Partner contribution across business development, engagement leadership and capability build.

7 Proprietary AI Offerings • Ethical AI Oversight

Responsible AI as a Service • AIGaaS • AI Security as a Service • AI Literacy • AI FinOps • AI Semantic Layer • Agentic AI Reimagination — all GTM-packaged & client-delivered. Oversees ethical AI practices (fairness, accountability & transparency). Manages risk & compliance with EU AI Act, FDA, ISO 42001 standards.

Deep LS Domain + AI Convergence • C-Suite Fluency

Bridges clinical, commercial, regulatory, PV & data domains with hands-on AI strategy leadership. Identifies business needs, defines AI roadmaps, designs end-to-end AI solutions (process + people + data + technology) and leads multifunctional teams — speaking CDO, CTO, CMO, COO and CFO in the same room. Solutionizes live into a 3-layer transformation roadmap.

AI Practice Builder • Proven Delivery Excellence

Infosys Annual Excellence Award Nominee • AIM Prestigious Award from CMO & CIO • 83% consistent utilization • 7/7 CSAT across FY23–FY26 spanning 13+ Life Sciences clients globally. 24+ years of delivery excellence with competitive RFP wins and measurable client value realization in Life Sciences AI & Data programs.

Let's Build the Agentic AI & Data Future of Life Sciences — Together at EY

24+ year proven practice leader, $6M+ embedded practice, Agentic AI expertise, 7 proprietary offerings & deep LS domain — ready to contribute as Associate Partner from day one.

Get in Touch

Contact Shanmugam Lakshmanan

Reach out directly to discuss leadership opportunities, AI transformation programmes, or Life Sciences executive advisory.