AI Strategy Health Marketplace Lifecycle Intelligence

Practo: AI-Driven Prevention

Shifting the model from transactional sick-care to continuous preventative health management through a dual-pronged AI engine.

Retention
45%
follow-up rate
Slot Yield
85%
clinic utilization
Market Growth
12%
AOV increase
AI Accuracy
94%
preventive accuracy
TLDR — Executive Summary
  • Practo's current model is transactional "sick-care," leading to ecosystem friction and lost LTV.
  • Strategic shift to AI-driven prevention: shifting patients from episodic clinic visits to continuous health management.
  • Dual-engine AI solution: "Consumer Lifecycle Intelligence" and "Clinical Decision Support."
01 — Product Overview

The Healthcare Ecosystem at Scale

Understanding the current market dynamics, market share, and major competitors in the Indian healthcare digital space.

Product Overview, Market Share & Competitors
02 — Problem Statement

The "Sick-Care" Trap

Defining the core challenge: Why transactional booking leads to ecosystem friction and economic loss for both clinics and patients.

03 — User Persona

The Chronic Patient & The Solo Practitioner

Detailed JTBD (Jobs-be-Done) analysis, motivations, needs, and pain points for the primary high-LTV segments.

User Persona Grid (Motivations, Needs, Pains)
04 — Problem Breakdown

Root Cause Analysis

A visual breakdown of the systemic issues affecting AOV (Average Order Value) and retention metrics.

Logic Tree / Mind Map Breakdown
05 — User Research (Quantitative)

Data-Driven Insights

Analyzing primary research data from users to uncover behavioral patterns and unmet health needs.

Research Charts & Data Visuals
06 — Key Insights

Bridging the Disconnect

Critical takeaways that inform the bridge between clinical data and patient health behavior.

So What?

The gap isn't technology; it's the lack of continuous engagement between clinical events. AI bridges this by turning passive data into proactive health triggers.

07 — Secondary Research (Qualitative)

The Voice of the Marketplace

Recurring issues, user sentiments, and experience gaps identified through App Store/Play Store analysis.

08 — Competitive Benchmarking

Strategic Positioning

Competitor Focus Engagement Model Moat
Practo Full stack Episodic (Sick-care) Supply side (SaaS)
HealthPlix EMR Focus Clinical document Doctor adoption
09 — Proposed Initiatives

The AI-First Roadmap

A grid of strategic product initiatives designed to shift Practo from transactional to infrastructure-driven.

Strategy Table (What / Solves)
10 — Prioritisation (PM Crucible)

Signal vs. Noise

Using the RICE framework to separate high-impact strategic bets from low-ROI feature noise.

Next Case Study
AIIMS HMS UX Audit