Commercial & Medical operations.  Connected.

 

Break the silos between strategy and execution. We build the connected digital workflows that empower Reps, MSLs, and Marketing teams to move faster than your legacy systems allow.

 

Solve the friction in your specific domain.

 

Different teams have different definitions of "broken." We speak all three languages.

Commercial

 

Stop blasting emails. Start coordinating journeys.

MSL insights get lost in free-text fields. We use safe, local AI to mine voice notes and call reports for trends, generating 'Share of Scientific Voice' metrics without compromising privacy.

 

Medical Affairs & MSLs

 

Turn qualitative notes into quantitative strategy.

 

MSL insights get lost in free-text fields. We use safe, local AI to mine voice notes and call reports for trends, generating 'Share of Scientific Voice' metrics without compromising privacy.

 

CIO & IT Architecture

 

No shadow IT. We build on your stack.

 

We don't sell you another platform to manage. We build serverless orchestration layers on your existing cloud (AWS/Azure) that read from and write back to your Systems of Record.

 

The "Firewall" is built in.

We understand the PhRMA code and the separation required between Commercial and Medical.


 

Our architecture explicitly separates data pipes. Commercial teams get aggregate insights, but they never see specific Medical inquiries or off-label discussions.


  • Role-Based Access Control (RBAC) at the API level
  • Separate data lakes for Med Affairs vs. Sales
  • Audit trails for every data movement

Unblocking Revenue & Risk

We focus on the critical friction points where Engineering meets Operations.

 

Dynamic Pre-Call Planning

 

The 2-minute briefing for Reps before they walk into the clinic, aggregating claims data, history, and recent clicks.

 

Automated MLR Routing

 

Using AI to pre-check content tags and references before it hits the MLR committee, reducing rejection rates.

 

 

Congress Intelligence

 

 

Connecting badge scans and notes at ASCO/ESMO directly to the CRM in real-time for immediate follow-up.

 

Patient Finding Algorithms

 

Analyzing de-identified claims data to flag HCPs with likely eligible patients for rare disease therapies.

 

Remote Engagement Portal

 

A compliant, rep-triggered microsite generator for sharing approved assets without email attachments.

 

Omnichannel Orchestration

 

Rules engine that pauses sales emails if a Medical Inquiry is open, preventing crossed wires.
 

 

Pilots, not Platforms.

 

You don't need to buy another "Platform." You need to fix specific workflows. We engage in 10-week cycles to solve one problem at a time.