Enterprise-grade analytics, right-sized for growing life-science teams
We help emerging pharma, biotech, and specialty organizations stand up a governed data foundation, launch-ready dashboards, and practical AI: fast, flexible, and without hiring a full internal team before the business is ready.
Growing life-science organizations move quickly, and a single milestone can outrun the data team overnight. A first commercial launch, an initial field force, a patient-services program, or a market-access win suddenly produces more data, and more questions, than a lean team can manage with spreadsheets. The instinct is to either over-build an enterprise program you do not need yet, or under-invest and create technical debt you will pay for at scale. There is a third option: a fixed-scope build, delivered by a fractional D2Strategy team, live in 90 days, sized to the budget you actually have, and architected so the first foundation grows into an enterprise-ready platform instead of being thrown away.
Where we help
Launch Data Foundation
A right-sized cloud platform that integrates sales, claims, specialty pharmacy, CRM, and patient-services sources into one trusted model before launch reporting becomes a scramble.
Launch-Ready Dashboards
Practical Power BI, Tableau, or Qlik dashboards for demand, TRx and NRx, territory execution, patient enrollment, and access pull-through, built to answer the questions leadership asks every week.
Fractional Analytics Team
Use D2Strategy as your on-demand analytics department, architects, data engineers, BI developers, and data scientists you scale up or down as priorities change, without permanent headcount.
Fast Time-to-Value
A focused 90-day launch motion that defines core KPIs, connects priority sources, and ships the first governed dashboards and operating rhythm in weeks, not quarters.
AI Starters
Pragmatic first steps, natural-language querying, automated reporting, and a grounded assistant over your approved data, adopted safely rather than as an unmanaged experiment.
Learn moreStart Lean, Start Governed
Role-based access, documented metric definitions, secure data handling, and change control from day one, so a regulated team is audit-ready from the first dashboard.
How we do it
We start with the decision, not the technology, then build only the data and reporting layer required to support it. For most emerging teams that means a cost-efficient cloud warehouse on Snowflake or Microsoft Fabric, a dbt-managed transformation layer, and managed connectors that pull IQVIA, specialty pharmacy, and Veeva or Salesforce data without a heavy engineering lift. We define a tight set of governed KPIs up front so self-service and AI-assisted analytics stay trustworthy, and we deliver through a flexible, managed model, senior architecture plus the right blend of engineering, dashboard development, and analysis, that keeps cost predictable as you grow. Every choice is made so the launch foundation can scale into an enterprise platform later, not become a rebuild.
- 90-day analytics launch: core KPIs defined, priority sources connected, first dashboards live
- Cost-efficient cloud warehouse on Snowflake or Microsoft Fabric with dbt transformations
- Managed, low-lift connectors for IQVIA, claims, specialty/hub, and Veeva/Salesforce CRM
- Power BI, Tableau, or Qlik dashboards for launch demand, territory, patient services, and access
- Fractional, flexible team, engineers, BI developers, analysts, and data scientists as needed
- Governance, role-based access, and AI starters built in so the foundation scales with you
Representative use case
A pre-commercial biotech roughly three months from its first launch had no internal data team and a board expecting credible week-one reporting. Acting as their fractional analytics department, we ran a 90-day launch motion: aligned the leadership team on a focused KPI set, stood up a Snowflake foundation with dbt, wired in specialty pharmacy, claims, and CRM feeds, and shipped governed Power BI launch dashboards plus a simple natural-language query layer for non-technical leaders. The company went into launch with trusted demand, territory, and patient-enrollment reporting from day one, and a foundation that has since absorbed new sources without a rebuild. That is the repeatable pattern: governed insight at launch, in 90 days, without standing up a full team first. Drawn from a real engagement. Data and metrics shown are synthetic to protect client confidentiality.
90 days, from kickoff to governed, launch-ready dashboards
Launch-ready analytics in 90 days
Tell us your launch date and your priority data sources. We will scope a fixed-cost, fractional-team build that ships governed dashboards before day one.