JS.
AVAILABLE FOR HEALTHCARE & AI CONSULTING

Hi, I'm
Dr Sakshi Jain.

Building trustworthy AI for healthcare through clinical governance, evidence, and product strategy.

Clinician-turned-digital health leader with 11+ years helping healthcare platforms build safe, accurate, and scalable digital health experiences reaching over 100M users.

Dr Sakshi Jain profile photo

Director

Medical Affairs @ Tata 1mg

100M+

User Health Reach

BELS

Certified Editor

Google

Cloud AI Clinical Leader

Recent Collaborations, Brands & Integrations
Google Cloud AI
Microsoft Health
SSamsung Health
EElsevier Publishing
Tata 1mg
BBELS Certification
Google Cloud AI
Microsoft Health
SSamsung Health
EElsevier Publishing
Tata 1mg
BBELS Certification
Projects

Featured Work

Five ways I turn clinical expertise into scalable, safe digital health systems.

Clinical AI LLM Safety Validator
eval_promptPASSRUNNINGVERIFIEDPASSED
hallucination_check0 Detected
TRUTH: 99.4%

Clinical AI LLM Safety Validator

Built evaluation frameworks that benchmark and audit medical outputs from LLMs before they reach patients — protecting 100M+ users across partnerships with Google Cloud AI.

LLM SafetyGovernancePrompt Audit
Case Study
Content-as-a-Product Engine
clinical_ontology_root
├──drug_profile_v2
└──active_ingredients
└──diagnostic_mapping
TAXONOMY DEPTH: 4

Content-as-a-Product Engine

Migrated 1M+ unstructured clinical content units into structured, API-ready taxonomies — pioneering the "content-as-product" model and cutting manual review latency by 40%.

TaxonomyMLR ReviewDatabase API
Case Study
Strategic Partnerships Program
Clinical AI Hub
Google Cloud
Microsoft Health
Samsung Health
Elsevier
INTEGRATIONS: ACTIVE

Strategic Partnerships Program

Led cross-industry partnership initiatives spanning clinical content, AI governance, drug data and interactions, and medical publishing integrations — bridging Tata 1mg's platform with global tech and publishing leaders.

PartnershipsAI GovernancePublishing
Case Study
Clinical Evaluation & Onboarding
Intake
Audit
3
Signoff
STATUS: MLR CHECKPOINT ACTIVE

Clinical Evaluation & Onboarding

Own the clinical evaluation and onboarding process for new products and medical devices — the governance checkpoint between product ambition and patient safety.

Clinical EvalDevice ReviewGovernance
Case Study
Medical Search Strategy (AEO/GEO)
M1
M2
M3
M4
VISIBILITY: +340% EEAT INCREASE

Medical Search Strategy (AEO/GEO)

Partnered with SEO and AEO teams on search optimization aligned with Google's E-E-A-T standards and generative answer engines — reaching 12.4M+ monthly impressions on high-value medical queries.

GEO & AEOSEO RelevanceE-E-A-T
Case Study
Expertise

Why Work With Me?

Backed by experience, driven by purpose.

Clinical AI Governance

Designing governance frameworks that reduce hallucination risk and ensure AI-generated health information is clinically safe before it reaches patients.

Structured Medical Knowledge

Built scalable medical taxonomies, structured content systems, and AI-ready knowledge models powering millions of healthcare interactions.

Google Cloud AIBELS Editorial StandardsSchema.org TaxonomyMLR Compliance

Cross-functional Leadership

Bridging clinicians, engineers, product managers, legal teams, SEO specialists, and business stakeholders to build trusted healthcare products.

Evidence-first Thinking

Every recommendation starts with clinical evidence, scientific validation, and regulatory rigor—not assumptions.

Trusted at Scale

Helping build digital health systems reaching 100M+ users while maintaining clinical integrity across every touchpoint.

Proven scale & impact

Clinical Projects+25 Completed
User Impact Reach+100M Active
My Approach
GovernanceClinical Validation

I help health platforms and pharma partners build the trust layer between clinical evidence and the patient, whether that's an AI system, a content taxonomy, or a search strategy. The goal is always the same: safe, accurate, and genuinely useful health information at scale.

Medical AccuracyGEO Strategy
Mindset & Style

Behind the Screens

A glimpse into my mindset, philosophy, and approach.

Who am I?

I'm a clinician who moved into digital health leadership — I spent years treating patients before I started building the systems that keep AI-generated health information safe for millions of them.

My Philosophy

Good health content earns trust the same way good medicine does: through accuracy, evidence, and care for the person on the other end of it.

My Distinct Edge

I bridge clinical expertise and AI development to construct robust evaluation layers for consumer health products.

Research

Grounded in Science

Before AI governance, there was the lab. Peer-reviewed research and academic credentials behind the clinical expertise.

Surf. Coat. Technol., 2017

Surface characterization, shear strength, and bioactivity of anodized titanium prepared in mixed-acid electrolytes.

J Biomed Mater Res B Appl Biomater, 2018

Photofunctionalization of anodized titanium surfaces using UVA or UVC light and its effects against Streptococcus sanguinis.

J Biomater Appl, 2019

Osteoblast response to nanostructured and phosphorus-enhanced titanium anodization surfaces.

// ACADEMIC & EDITORIAL CREDENTIALS
M.S., University of Mississippi Medical CenterBELS Certified EditorPhi Kappa Phi Honor SocietyIADR/AADRAcademy of Dental Materials

3

Peer-Reviewed Publications

Frameworks

How I Think

Every safe healthcare AI product begins with the right clinical framework.

Clinical AI Evaluation

Clinical AI Evaluation Framework

Evidence
Clinical Review
Prompt Evaluation
Safety Checks
Patient
AI Readiness Layers

AI Readiness Framework

Monitoring
Governance
Taxonomy
Content
Integrity Model

Trust Layer

Clinical Accuracy
Safety
Compliance
User Trust
Frequently Asked Questions

Common Queries

Building Healthcare AI?

Whether you're developing an AI assistant, launching a digital health product, or scaling trusted medical content, I'd love to help build the clinical layer behind it.

Available for advisory, healthcare AI strategy, speaking, and clinical governance consulting.