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An AI-Assisted Launch Planning Platform for Life Sciences Orgs.
[Product Thinking][UX Research][Life Sciences][Pharma][Launch Excellence][Decision Support]


LaunchNav is an AI-enabled launch planning and decision-support product within the Navigator AI ecosystem by Vynamic (Inizio Ignite). It helps pharma and biotech organizations plan, align, and execute complex product launches by combining industry benchmarks, scenario modeling, and expert frameworks into a single platform. I worked as a UX/Product Designer on LaunchNav, focusing on transforming traditionally fragmented, spreadsheet-driven launch planning into a structured, collaborative, and data-driven experience.
Launching a pharma product is one of the most complex and high-risk business activities. In real life, launch teams struggled because: - Planning lived across PPTs, Excel sheets, and emails - Strategic decisions relied heavily on gut feel and past experience - Benchmark data was hard to access or consultant-dependent - Cross-functional teams worked in silos - Risks were discovered too late, when course correction was expensive As a result, launches were often slow, misaligned, and reactive.
In a typical pharma organization: - Launch planning starts 12-24 months before launch - Teams must continuously adjust plans due to competitive entries, market access changes, and internal constraints - Leadership expects clarity, confidence, and justification for decisions However, teams lacked a system that supported this dynamic, decision-heavy reality.
Design a product that: - Helps launch leaders make better decisions earlier - Turns historical data and benchmarks into actionable guidance - Enables cross-functional teams to collaborate around a shared plan - Adapts as real-world conditions change The goal was not just to digitize planning, but to improve launch outcomes.
They own: - End-to-end launch success - Strategic planning and readiness They need: - Structure without rigidity - Early risk visibility - Confidence in decisions
They contribute: - Market positioning - Pricing and access assumptions - Competitive strategy They need: - Benchmark-driven insights - Scenario testing - Alignment with other functions
They need: - Visibility - Alignment - Clear readiness signals
I approached LaunchNav as a decision system, not a dashboard.
Every screen was designed to answer: - What decision is the user making right now? - What data or insight supports it? - What happens next if they choose this path? This reframed UX from information display to decision enablement.
Launch planning is a lifecycle, not a one-time task. I designed the experience across: - Early strategy definition - Scenario exploration - Cross-functional alignment - Execution readiness This ensured consistency and continuity across the entire launch journey.
Launch leaders range from executives to operators. The interface: - Starts with high-level strategy and confidence indicators - Gradually reveals detail (benchmarks, assumptions, dependencies) - Allows deep dives without overwhelming users
Because AI influences strategic decisions, UX focused on explainability: - Benchmarks show why a recommendation exists - Users can see comparisons and assumptions - Humans always retain final control This avoided the black-box AI problem.
LaunchNav breaks launch planning into structured stages: - Market & product assessment - Strategy definition - Tactical planning - Readiness tracking UX impact: Users no longer start from a blank deck; they follow a proven, flexible structure.
The system integrates insights from hundreds of historical launches. UX translated this into: - Peer comparisons - Risk indicators - Suggested focus areas UX impact: Decisions feel grounded and defensible.
Users can model: - Competitive launch timing - Market access delays - Resource constraints UX focused on: - Clear cause-and-effect visualization - Comparing scenarios side-by-side UX impact: Teams anticipate risk instead of reacting to it.
All teams work within the same launch plan: - Assumptions are visible - Dependencies are clear - Updates are reflected across functions UX impact: Reduced misalignment and planning churn.
Leadership can quickly see: - What is on track - What is at risk - Where intervention is needed UX impact: Faster, more confident executive decisions.
"LaunchNav transformed launch planning from a fragmented, intuition-driven process into a shared, data-backed decision system, helping teams launch with clarity, confidence, and reduced risk."