Deep Das

Deep in 2026 — the operations engine

Deep's 2026 focus is the operational architecture that supports ICG's 150+ concurrent client engagements at consistent quality. The operations engine has three pillars:

Pillar 1 — engagement onboarding standardisation. Every new ICG engagement passes through a structured 4-week onboarding sequence: Week 1 (Brand & Growth Diagnostic + initial analytics audit + tracking infrastructure deployment), Week 2 (creative audit + landing page audit + lead-management workflow design), Week 3 (initial campaign deployment + Beacon lifecycle automation configuration), Week 4 (first measurement cycle + week-4 client review). The standardisation is what allows ICG to scale from 50 to 150+ active engagements without quality degradation.

Pillar 2 — quality assurance infrastructure. Every client engagement runs against a structured 14-point monthly QA checklist: creative compliance (NMC, UCPMP, DPDP), tracking infrastructure health, landing page conversion-rate stability, Beacon lifecycle automation completeness, attribution accuracy, lead-quality scoring, weekly report timeliness, monthly diagnostic completeness, escalation log review, contract renewal readiness, account team capacity check, and three specialty-specific checks. The QA infrastructure is the audit-defensible operational backbone of ICG's quality discipline.

Pillar 3 — Beacon platform operationalisation. Beacon (ICG's lead-lifecycle automation platform) is deployed across the client base. Deep leads the platform's operational governance — onboarding new clients, configuring WhatsApp automation flows, integrating with each client's CRM stack, and continuously monitoring lifecycle completion rates. The platform routinely delivers 40–80% lift in lead-to-booking conversion rates — and Deep's operational discipline is what keeps the platform delivering at that level across 150+ deployments.

Deep's IIT BHU background and operational management depth are the foundation. The operations engine is what makes ICG's strategic and creative work translatable into client-facing reality.

Deep Das is Co-Founder and Director at Ichelon Consulting Group, where he leads operations, technology implementation, and quality assurance across 150+ concurrent healthcare marketing engagements.

His responsibility is the seam where strategy meets execution: ensuring that every framework Rohit and Abhash design is implemented at the same level of rigour, in every account, every week, without exception. This is the discipline that makes ICG's CPQL outcomes reproducible rather than anecdotal.

What Deep built at ICG

Deep oversees technical implementation quality across all three ICG platforms — Beacon, Agency OS, and Phoenix — and the broader infrastructure that connects them to client systems.

The systems he is accountable for:

• 30+ real-time alert systems covering CPQL deviation, budget pacing, traffic drops, ranking changes, data quality spikes, EMQ degradation, and IVR call-miss rates — armed across every active client account
• MIS Tool — caller-level funnel tracking that maps lead movement through Generated → Qualified → Interested → Appointment Schedule → Visit → Conversion, with stage-change effort analysis per telecaller per day
• HealthPro 360 — ICG's AI-powered Practice Management System with Gemini-generated daily clinic morning briefings
• AI Lead Management System — 10-stage funnel tracking with automated nurture sequences and telecaller efficiency monitoring
• The four AI patient lifecycle bots: Lead Conversion, Patient Education, Clinical Governance, Patient Services — each trained on seven years of healthcare-specific conversational data

The operational discipline

Deep runs ICG's weekly business reviews — the standing rhythm where every client account is examined against its written diagnostic plan, with action items assigned and outcomes measured. He also leads the mystery-shopping function (40+ healthcare telecalling teams audited to date) and the ACE Matrix training rollout across client telecaller cohorts.

The pattern Deep enforces: "If it is not measured weekly with the same rigour for every client, it is not really being managed."

Aarambh and beyond

• Co-host: Aarambh AI Healthcare Summit 2026 — India's first AI × Healthcare summit (April 2026, The Palms Gurgaon, 50+ clinicians and hospital administrators)
• Co-lead: Grand Summit 2.0 (October 2026, 500+ delegates planned)
• Operational architect: Bihar AI Summit 2026 ICG delegation

Background

IIT BHU graduate. Eight years in healthcare marketing operations. Co-founded ICG with Rohit and Abhash in 2018. Operates from the Gurgaon headquarters and personally reviews every escalation that crosses the founders' inbox.