Launch Excellence Through Agentic AI–Embedded Stack

A pharmaceutical product launch has only one chance to establish its trajectory. Traditionally, brands begin with zero historical customer engagement data and spend up to 18 months assembling individual vendors. Indegene changes the starting line. Our Tandem platform provides brands with up to 15 years of historical healthcare professional (HCP) engagement behavior on day 1. Beneath the strategic surface, our integrated medical and commercial operations stack manages execution, so your team can focus on launch strategy.

Day 1

Your brand launches with historical HCP engagement data from Tandem

~60%

New launches miss analyst expectations in their first year

100%

Integrated launch stack with data, technology, content, media, and medical and commercial operations

The Structural Hurdles That Limit Launch Success

Every post-launch review highlights the same hurdles. Market access coverage is finalized late. Field representatives and digital channels communicate inconsistent messages. Promotional materials remain delayed in the Medical, Legal, and Regulatory (MLR) review process while the market forms its initial impressions. By month 7, the brand’s performance trajectory is largely locked in.

This trajectory is the result of a structural bottleneck. Launch teams spend critical pre-launch months procuring and coordinating disparate services: an Agency of Record (AOR), media agencies, data licenses, marketing technology builds, and medical information desks. Because these systems are acquired on separate timelines and operate independently, strategic planning receives fewer resources than necessary.

What a Slow Start Means in the Long Run

Launches missing year-1 analyst expectationsApproximately 60% (Source: McKinsey).
Average time required to assemble a custom vendor stack12–18 months
Underperforming launches that recover to meet their original forecastsVery few
The structural shortfall impactRevenue deficits until LOE

Four Key Trends Shaping Future Launch Models

  1. As face-to-face access for sales representatives continues to decline, a growing share of clinical decisions by HCPs is shaped through digital channels and artificial intelligence platforms. Launches that rely entirely on traditional field-force reach risk falling behind early.

  2. Traditional launches begin without historical engagement data, forcing brands to plan targeting around general analogs and projections. Our Tandem platform provides up to 15 years of HCP behavior, channel preferences, and adoption speed from day 1. In addition, our integration with Komodo Health helps identify eligible patient profiles behind individual prescribers, allowing launch teams to target accounts with the precision of an established product.

  3. Assembling commercial operations component- by- component over 18 months is no longer necessary. An integrated, pre-tested operational stack spanning data, marketing technology, content creation, media, medical information, and field support can be deployed in ~3 months. This operational readiness returns time to your team to focus on strategic execution.

  4. Successful launches operate as responsive, unified systems. Rather than relying on lagging quarterly reviews, teams track leading indicators by account and segment weekly, making execution adjustments in real time based on active market feedback.

This framework combines your team’s strategic direction with Indegene’s pre-integrated stack.

The Launch Acceleration Engine

We support your brand through four continuous, integrated phases, from launch readiness to growth. Your team directs the overarching commercial strategy while our unified system manages the operational execution.

Ready

We plan your launch readiness timeline backward from your projected regulatory approval date. Before your first brand interaction, we establish customer targeting and segmentation using Tandem, activate your content creation engine, lay market access groundwork, and prepare medical information services.

Flexible Collaboration Options To Suit Your Ecosystem

Our operational and technology infrastructure is designed to align with your chosen commercial model and existing agency relationships.
One Accountable Partner

From Strategy to Execution

We manage full operational execution—encompassing AOR services, media planning and placement, medical and commercial operations, data management, and commercial technology, serving as a single accountable partner while your team retains strategic direction.

Inside Your Ecosystem

Infrastructure Integration in Your Ecosystem

You maintain your relationships with existing creative and media agencies. Indegene provides and runs the underlying data, technology, and operational framework, coordinating all external partners to work from a single plan and a unified dataset.

Launch to Lifecycle

Sustained Life Cycle Management

The core operational system remains in place as your product transitions past launch. It continues to support your brand through growth, maturity, and LOE defense, preserving data integrity and operational consistency over time.

Featured Insights

Core Capabilities of The Integrated Launch Stack

Tandem Customer Targeting


Access up to 15 years of historical HCP behavior, channel preferences, segment groupings, and adoption speed to guide launch activities before first-party interaction data is available.

Komodo Patient Triggers


Identify eligible patient populations, therapy initiations, and clinical switches by utilizing real-world claims, Electronic Health Records (EHR), and laboratory data.

Pre-Integrated Launch Technology


Pre-configured Customer Relationship Management (CRM), marketing technology, Digital Asset Management (DAM), and analytics applications tested across previous pharmaceutical launches.

Responsive Content Engine


Agentic just-in-time promotional content creation and expedited MLR review workflows, allowing approved assets to go live before launch day.

Media and AOR Services


Comprehensive media planning, buying, and creative development, managed either end-to-end by Indegene or in coordination with your existing partners.

Medical and Commercial Operations


End-to-end operational support including medical information services, Medical Science Liaison support, field operations, and structured weekly performance reviews.

Frequently Asked Questions

An integrated, pre-configured launch model provides the data, technology, content, media, and operations a launch needs as one pre-built stack, deployable in approximately three months rather than the 12 to 18 months required for vendor-by-vendor assembly.

Indegene runs it end to end or as the operational spine behind a client's chosen agency partners.

Indegene's Tandem platform carries up to 15 years of HCP engagement behavior, channel preferences, and adoption patterns, so a brand with no first-party history can segment and target on real behavior from day one.

Our integration with Komodo Health additionally surfaces the eligible patient populations behind each prescriber using real-world claims, EHR, and laboratory data.

The most common causes are late market access coverage, inconsistent messaging between field and digital channels, content delayed in MLR review, and course corrections that wait for quarterly reviews rather than responding in real time.

Indegene addresses these by running the launch as one integrated system with a weekly performance cadence on leading indicators.

Yes. Indegene provides and runs the underlying data, technology, and operational framework while your existing creative and media agencies remain in place, coordinated through a single plan and a unified dataset.

Clients who prefer a single accountable partner can have Indegene manage the full engine instead.

Ready for Your Launch Planning

To evaluate your launch readiness, share your projected regulatory approval date and current operational status. Within 3 weeks, we will provide a launch operational assessment, a targeting baseline derived from our Tandem platform, and a customized structural design for your launch operations.