PMSA Fall 2026Princeton, NJ · Oct 26–27. One talk and two posters: agentic dossier authoring and KOL intelligence.Meet the team
Commercial Operations

More prescriptions from the same field force and budget.

Bring patient, doctor and field signals together to decide whom to reach, what to do next and what actually worked.

Oncology case study
5×field uplift vs matched reps
+91%prescriptions per targeted doctor
What we provide

One goal, a suite of solutions

Each solution answers one question a brand team asks. Brands combine the ones they need.

Find the patients

  • Patient matchingLinks EMR and claims records, patient by patient
  • Biomarker & journey enrichmentFills in the biomarker, stage and therapy line claims miss
  • Rare-disease patient finderFlags likely undiagnosed patients from early warning signs

Target the doctors

  • HCP targetingRanks every doctor on eligible patients and behaviour, with a reason
  • Launch & early-adopter targetingFinds the doctors who will adopt before they prescribe
  • Trigger alertsNewly eligible patients, switching risk and adoption moments
  • Switch & adoption riskSpots doctors about to move, ahead of claims

Engage each doctor

  • Next best contentThe right approved content for each doctor, with the reason
  • Next best indicationWhich indication to lead with on multi-indication brands
  • Next best channelThe next channel, and whether Medical or Commercial owns it
  • Pre-call briefsA one-page brief on every doctor before the visit

Plan resources

  • Budget optimisationSpend where each doctor and channel still pays back
  • Field force sizingThe right number of reps in the right territories
  • Call planningVisit frequency from how each doctor actually responds
  • Speaker programmesThe right doctors invited, and attending

Prove the impact

  • Causal sales liftWhat each programme caused, against matched territories
  • Sales driversWhy sales moved, for every territory
  • Brand analyticsLive performance from territory to headquarters
Combined to fit the brand

Not every brand needs every solution.

What real programmes combined, and what they achieved.

ProgrammeFind the patientsTarget the doctorsEngage each doctorPlan resourcesProve the impactDeliver to the fieldResult
OncologyBreast cancer franchise, USnot usednot used5×field uplift
ImmunologyLupus launchnot usednot usednot usednot usednot used8-figureincremental revenue
RespiratoryAsthma brandnot usednot usednot usednot usednot used+30%prescriptions
RespiratoryCOPD launchnot usednot usednot usednot usednot used+17%targeting precision
Respiratory, CVRMGermany, Poland, Japannot usednot usednot usednot used+3.0%monthly sales lift
Case study · Oncology

5× field uplift for a US breast cancer franchise

The challenge

Claims captured the biomarker status of only 1–2% of patients, so the market looked small and reps called on familiar names.

What we did

Enrichment rebuilt the eligible population, targeting ranked the doctors treating them, next best indication and action told reps what to do, and one app put it in their hands.

The results
5×field uplift vs matched reps
+91%prescriptions per targeted doctor
2.5×more doctors engaged
~70%of impactable sales driven by AI recommendations

Measured against a 1:1 matched cohort with an independent data partner.

Immunology · Launch8-figure

incremental revenue from targeting alone at a lupus launch, with a 292% NPS lift on contacted doctors.

Respiratory · In market+3.0%

causal monthly sales lift from next best content in Germany, against matched territories.

Respiratory · Launch+17%

precision finding COPD early adopters before they prescribe.

Explore the technology behind these solutions

Technology overview

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