Hot Pharma: Turning stock data into targeted sales and marketing.
Hot Pharma operates in a high-pressure commercial environment where expiry timelines, variable demand and customer eligibility rules all influence day-to-day sales decisions. The team needed to convert stock and CRM signals into compliant, timely outreach without relying on manual list-building across disconnected systems.
The operating environment.
Hot Pharma manages fast-moving and short-dated product lines where timing directly affects margin recovery and write-off risk. Commercial teams must act quickly, but each offer still depends on accurate stock status, customer eligibility, and alignment with internal compliance controls.
Before workflow consolidation, campaign planning, telesales call lists and stock-priority decisions were spread across CRM notes, ad hoc spreadsheets and local team knowledge. That created inconsistency between teams and limited confidence in which opportunities should be acted on first.
What needed to change.
The core challenge was not effort; it was inconsistent decision quality caused by fragmented commercial and operational data.
- Short-dated and slow-moving stock was not always escalated early enough to protect recovery opportunities.
- Telesales and digital marketing teams were not consistently targeting the same compliant customer cohorts.
- Account history, demand patterns and current stock availability were reviewed in separate tools, making prioritisation slower.
- Campaign attribution and follow-up performance were difficult to compare across channels with confidence.
How MediFlo-AI was implemented.
MediFlo-AI was implemented as the coordination layer between CRM, stock status, expiry risk and campaign execution.
- Rule-based CRM segmentation combining buying behaviour, account activity and eligibility controls.
- Promo AI prioritisation using stock ageing, remaining shelf life, historical demand and margin sensitivity.
- Compliant campaign list generation shared across digital marketing and telesales to reduce channel drift.
- Task-driven follow-up workflow linking campaign response, account intent and live stock position.
- Performance views for campaign conversion, stock recovery and follow-up discipline across teams.
Business impact.
- Higher quality outreach by focusing sales effort on compliant, high-probability customer segments.
- Improved recovery of short-dated and slow-moving stock through earlier and better-targeted intervention.
- Stronger alignment between telesales and digital marketing execution across shared priorities.
- Better visibility of campaign effectiveness, follow-up quality and commercial impact for leadership review.
- More repeatable weekly planning rhythm using shared operational and CRM signals.