Helping Pharma make Precise Commercial Decisions across Operations.
THE PRECISION GAP
Pharma organizations are not short of activity. The harder problem is knowing whether that activity is reaching the right prescribers, at the right moment, with evidence strong enough to act on. When the evidence underneath commercial decisions is fragmented or late, effort becomes easier to measure than the value it creates.
01
One Prescriber, Five Versions
Claims, diagnostics, CRM, panels and engagement data each hold a different view. Without resolution, the plan never starts from one reliable physician identity.
02
Access Over Potential
Without modelled intent, call plans naturally favor known access. Potential can remain hidden in the prescribers the organization is not already reaching.
03
Insight Arrives Late
Quarterly market data often becomes a plan after the decision it was meant to influence has already moved.
END-TO-END CAPABILITIES
Governed Data Foundations
Unify licensed, field and engagement data so commercial and medical models work from one trusted foundation.
Prescriber Master Data
Resolve multiple licensed sources into one deduplicated physician identity that remains stable as panels and practices change.
Predictive & Market Analytics
Model prescribing patterns, therapy adoption and territory potential, with digital twins to simulate markets before budget is committed.
Production AI Engineering
Build models for managed training, deployment, versioning and drift monitoring through MLflow-based pipelines.
Medical & Field Applications
Engineer scientific education, adherence and field-facing applications for medical and commercial teams.
Validation & Compliance
Build QA, audit trails and explainability into models and releases, supported by ISO 27001:2022 certification, SOC attestation and GDPR alignment.
Commercial Platform Integration
Connect Veeva, Salesforce and enterprise platforms to the data foundation so intelligence reaches teams where they already work.
IN-HOUSE PLATFORM
The HCP Decision Engine
Turn a licensed data signal into a decision a rep can act on The Decision Engine takes de-identified claims and diagnostic signals, models condition and therapy line at prescriber level, applies clinical and commercial logic, and delivers one actionable recommendation into the field workflow. Every action taken feeds the next learning cycle.
HOW THE ENGINE WORKS
From a focused audit of your most complex trials to full platform deployment we move in four structured stages, each with a clear deliverable and measurable outcome.
Ingest
Normalize, deduplicate and resolve licensed claims, diagnostic and field data into one governed prescriber identity.
Trigger
Combine clinical rules and AI enrichment into a specific recommendation for the field.
Model
Predict patient condition and therapy line per physician across twenty tumor types using de-identified data.
Activate
Deliver the recommendation through Veeva OCE and PromoMats, without introducing another interface.
RESULTS IN THE FIELD
Proof in Production
The value of the Decision Engine is visible in what it can resolve, model and deliver inside live commercial workflows.
8
20
87%
112
3.2
2
ISO 27001:2022
Certified, SOC-attested and GDPR-aligned
Long-term Impact
2.8x
68%
35%
15+
Frequently Asked
Questions
INSIGHTS & NEWS
Discover the Latest from BUSoft
Stay connected with our latest updates, press releases, and
upcoming events.
Let’s Solve What
Pharma Needs Next
BUSoft can show you what changes when commercial decisions start
from live intelligence built on your data.
