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Adonis Phyto
Narang Biotec
Medanta
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Sitaram Bhartia
Metro Hospitals
Tulasi Hospital
Bloom IVF
Milann
Prime IVF
MedLinks
Handa
Bhardwaj
Eye Q
Johnson & Johnson
Mankind Pharma
Adonis Phyto
Narang Biotec
Medanta
Redcliffe Labs
Sitaram Bhartia
Metro Hospitals
Tulasi Hospital
Bloom IVF
Milann
Prime IVF
MedLinks
Handa
Bhardwaj
Eye Q
Enterprise Solution · AI Strategy · Board Mandate

AI transformation for healthcare organisations — from AI anxiety to AI advantage

Every healthcare board in India is asking: "What is our AI strategy?" Most healthcare organisations have one of three responses: (1) waiting for clarity before moving, (2) deploying AI tools in isolation without a system, (3) conflating AI content tools with genuine AI transformation. None of these generates competitive advantage. The organisations that win in 2027-2028 are building AI infrastructure today.

Book an AI Transformation Workshop WhatsApp ICG
Business impact

What organisations are experiencing.

×

Invisible in ChatGPT / Perplexity / Google AI Overview for the 34% of patients now researching via AI

×

AI investments deployed as scattered tools rather than integrated capability

×

Board unable to answer investor questions about AI strategy and roadmap

×

Competitors establishing first-mover AI citation advantage (compounds over 12-18 months)

Who this is for

Ideal client profile.

This is for you if…

  • Hospitals with formal "AI strategy" mandate from board
  • Healthcare groups preparing for digital health investment rounds
  • PE-backed healthcare businesses with AI transformation as investment condition
  • Medical technology companies building patient-facing AI products

This is not for you if…

  • Organisations wanting only content-generation AI tools
  • Clinics under ₹10 crore revenue (see AI Visibility Consulting)
  • Brands seeking clinical AI implementation (ICG advisory only for this)
The ICG framework

Phased engagement.

01

AI Readiness Assessment

weeks 1-4

Current AI tool inventory, AEO citation rate baseline (AIO Intel Tool), compliance exposure assessment, competitive AI positioning

02

AI Architecture Design

weeks 5-12

AEO implementation across priority pages, AIO Intel Tool monitoring setup, Beacon ML layer, YODA AI content research deployment

03

Implementation + Monitoring

months 4-12

Monthly LLM citation rate monitoring, AEO content expansion, AI-driven campaign optimisation, quarterly AI intelligence board report

What you receive

Deliverables.

AIO citation rate report: before vs after (target: 23%+ for target queries)
AI audience quality improvement: Beacon ML scoring impact on CPQL
Board-ready AI transformation report (quarterly)
Clinical AI readiness advisory (CDSCO SaMD, ABDM API integration)
Engagement model

Investment + structure.

Investment
₹2-4L Phase 1 · ₹4-8L Phase 2 · ₹6-12L/mo Phase 3
Duration
Phase 1: 4 weeks · Phase 2: 8 weeks · Phase 3: 12-month retainer
Governance
Quarterly AI intelligence board reports · Monthly ops reviews
Frequently asked

AI transformation for healthcare organisations — from AI anxiety to AI advantage — FAQ.

What is AI transformation for healthcare in practice? +

Three pillars: (1) AI-powered patient acquisition (AEO + LLM citation infrastructure), (2) AI-driven marketing intelligence (Beacon ML + Agency OS Gemini reporting + YODA content research), (3) Clinical AI readiness advisory (vendor selection, CDSCO SaMD compliance, ABDM integration). ICG does NOT implement clinical AI systems — advisory only on that layer.

How does ICG track AI Overview citation for enterprise clients? +

ICG's AIO Intel Tool queries Google AIO, ChatGPT, Perplexity, Claude, and Gemini weekly across 200-500 client-target queries. Reports track: which queries trigger AI answers, which pages get cited, citation rate over time, and competitor citation comparison. This is the AI-visibility measurement infrastructure most healthcare marketing agencies don't have.

What does clinical AI readiness advisory NOT include? +

ICG does not implement clinical AI systems (diagnostic AI, imaging AI, EMR-integrated AI). Our advisory covers: vendor selection criteria, CDSCO SaMD readiness, ABDM API integration requirements, and the marketing infrastructure needed to communicate clinical AI capability to patients without creating NMC compliance exposure. Implementation happens with the client's clinical IT team + selected clinical AI vendors.

Book an AI Transformation Workshop.

Free 30-45 minute assessment. Structured process. Preparation reviewed before the call. You leave with a 90-day action plan — whether or not you engage ICG.

Book an AI Transformation Workshop → Request an AI Readiness Assessment

150+ healthcare brands · Co-Founder engaged · Since 2018 · +91 81302 26224

The ICG technology stack

Nine tools. One compounding system. HealthApex OS
Built in-house. Deployed in every engagement.

ICG's results are reproducible because they are built on proprietary infrastructure — not agency intuition or generic tools. These nine HealthApex OS platforms are what power every ICG engagement.

Healthcare CRM

Nexus CRM

Healthcare CRM & Lead Management

ICG's healthcare-specific CRM and lead management system. Specialty-configured funnel stages for IVF, dental, aesthetic, ortho, hospital OPD. 1-click CAPI + GCLID via Beacon. Hawk intelligence built in. DPDP-compliant by architecture. Deployed across 300+ healthcare centres.

  • Specialty-specific funnel stages, not generic SaaS pipeline
  • 1-click CAPI + GCLID via Beacon attribution
  • Telecaller leaderboard + adherence scoring native
  • DPDP Act 2023 compliant by architecture
Explore Nexus CRM →
Business Layer

Hawk

CRM Intelligence & Lead-Ops MIS

Sits as the business intelligence layer above your CRM — Nexus, Salesforce, LeadSquared, HubSpot, Zoho, or any custom CRM. Shows where leads are leaking, which effort is wasted, and which good leads were quietly downgraded by automation — not by a human decision.

  • Sits above your existing LMS — no replacement
  • 83% of effort goes to dead leads — surfaced Day 1
  • ~75% qualified-lead downgrades by automation
  • Free Lead-Leak Audit in 48 hours
Explore Hawk + free audit →
Attribution Core

Beacon

Attribution Engine & CAPI Middleware

Sits at the centre of every ICG attribution architecture. CAPI middleware connecting Meta Ads, Google Ads, WhatsApp and IVR to your CRM. Lifts Event Match Quality from 2.5 to 6+, reducing CPM 30–40% from the same budget.

  • Server-side CAPI — bypasses iOS privacy changes
  • EMQ 2.5 → 6+ across portfolio
  • 30–40% CPM reduction from EMQ lift alone
  • Multi-touch: ad → consultation → revenue
Explore Beacon →
Practice Management

HealthPro 360

PMS with built-in revenue intelligence layer

The only PMS that tracks cross-sell and up-sell opportunities within your existing patient base. 12 modules covering OPD, IPD, Pharmacy, Labs, Billing, Inventory, Patient Portal, Smart Scheduling, RBAC, AES-256 encrypted storage.

  • Only PMS with built-in Revenue Intelligence
  • Cross-sell signal tracking within existing patients
  • 12 modules: OPD, IPD, Pharmacy, Labs, Billing+
  • Audit trails + RBAC + AES-256 encryption
Explore HealthPro 360 →
Revenue Layer

Phoenix

Revenue intelligence built over your existing PMS

If you already have a PMS — Akhil Systems, Practo, or any other — Phoenix builds the business intelligence layer on top of it without replacement. Currently live across 46 centres for a national chain.

  • Works over your existing PMS — no migration
  • Daily action queue: Prevent Loss / Maintain / Grow
  • Catches unbilled services, collection gaps, lapsing patients
  • CPQL variance ₹620–₹3,800 → ₹680–₹1,420
Explore Phoenix →
YouTube Intelligence

YODA

YouTube analytics that measures patients, not views

The only YouTube intelligence platform built for healthcare business outcomes. Connects video performance to actual consultation bookings — not views, not subscribers. Patient testimonial videos generate 6.9× more consultations per view than condition explainers.

  • Consultation attribution per video — not views
  • Demand-gap: what patients search that your channel misses
  • 50+ doctor channels tracked across India
  • AIO readiness scoring: which videos AI tools cite
Explore YODA →
Governance & Transparency

Agency OS

Full transparency. Instant diagnosis. Zero surprises.

ICG's centralised governance platform — every client sees everything in real time, and ICG's team sees every problem the moment it surfaces. 30+ real-time alert systems fire the moment a metric drifts outside its performance envelope.

  • GSC, GA4, Google Ads, Meta Ads, IVR — one live view
  • 30+ real-time alert systems per account
  • CPQL drift alert at >15% week-on-week change
  • Client login: full transparency on your account
Explore Agency OS →
AEO & LLM Intelligence

AIO Intel

AI Overview + LLM citation tracking, healthcare-tuned

Knows the moment ChatGPT, Perplexity, Google AI Overviews and Gemini cite your brand in patient answers — and which content drove the citation. Bot-aware dashboard with GA4-registered custom dims (AIO source, AIO referrer) and IndexNow + GSC API integration.

  • Live tracking across ChatGPT / Perplexity / Google AIO / Gemini
  • Bot-aware: knows human vs scraper traffic
  • Custom GA4 dims register AIO source + referrer
  • IndexNow + GSC API: content surfaced to LLMs within hours
View AIO Intel dashboard →
Competitor Intelligence

Prism Spy

Every Meta + Google ad your competitors run, watched daily

Tracks 75+ Indian healthcare brands, 2,150+ active ads, ₹50Cr+ aggregate ad spend visibility per month. Surfaces what's working, what's been killed, what offers are emerging. Powers every ICG Meta Ads brief, Performance Marketing diagnostic, and IVF / derm / dental specialty campaign with real competitive intelligence.

  • 75+ brands tracked across 30+ healthcare specialties
  • 2,150+ active ads · daily refresh
  • Activity Feed: every spend / hook / pause logged
  • Offers Intelligence: 250+ offers in market tracked
Explore Prism Spy →

Every ICG engagement runs on some combination of these nine HealthApex OS tools. The diagnostic determines which combination is right for your practice.

Explore HealthApex OS → See the full stack live on your account — free 30-min audit
The team behind your account

Every diagnostic is led by a founder.
You'll know their names before the engagement begins.

ICG was built by three IIT BHU engineers who entered healthcare marketing with a specific intent: to build the tools that didn't exist and run the campaigns that most agencies couldn't. When you book a diagnostic, Rohit or Abhash leads it personally. Not an account manager. Not a senior executive. The people who built what you're evaluating.

The ICG team — 60+ healthcare marketing specialists at Gurgaon HQ

60+ specialists.
One growth engine.

Performance marketers, analysts, AI engineers, content strategists, and operations specialists — all healthcare-only. Headquartered in Gurgaon since 2018.

Rohit Gupta — Co-Founder, ICG

Rohit Gupta

Co-Founder & Director · Business & Growth

IIT BHU · IIM Rohtak

Rohit's first question in every diagnostic: "When you ask your agency why patients aren't booking — what do they say?" He says the answer tells him more than any dashboard.

Full profile →
Abhash Kumar — Co-Founder, ICG

Abhash Kumar

Co-Founder & Director · Strategy & Analytics

IIT BHU · IIM Bangalore

Abhash built Beacon because most agencies couldn't answer one question: "Which of my campaigns generated that consultation?" He decided the problem was solvable in code. It was.

Full profile →
Deep Das — Co-Founder, ICG

Deep Das

Co-Founder & Director · Technology & AI

IIT BHU

Deep built the 4-Bot patient lifecycle system after watching a client lose 60+ qualified leads in one week to a 6-hour WhatsApp response window. He decided the problem was solvable in code. It was.

Full profile →
Chat with a Co-Founder
Chat with a Co-Founder