Systems: manual
Excel, PowerPoint and email, updated by hand, plus point tools for price or volume that rarely connect. Duplicated effort, broken traceability.
The last unintegrated process
ERP runs Finance. CRM runs Sales. Spreadsheets run Forecasting.
Every major commercial function now runs on a system of record, except the one behind your highest-stakes decisions.
The stakes
One forecast. Every major decision.
Development programs, deals, manufacturing capacity, budgets and prices: each one is sized on the sales forecast.
Entire teams exist to produce it: Business Analytics, Insights, Portfolio Management, Pricing & Market Access, with Regulatory, Medical and Finance (FP&A, Controlling) contributing at global and local level.
Sales
forecast
forecast
- Fund R&D programs
- License or acquire assets
- Build plants or contract CMOs
- Set promotional budgets
- Accept a negotiated price
- Prioritize indications
The rhythm
The forecast never sleeps.
Neither do the teams behind it. From ad hoc requests and pipeline reviews to plan preparation and updates, the forecast is rebuilt several times a year. Recurring cycles follow a calendar set by Finance; the rest arrive without warning.
And every cycle starts with a rebase: realigning the model to actual sales by adjusting assumptions such as uptake, persistence or net price, whose true values are not yet known. A judgment call, repeated by hand.
Ad hocBusiness development: in-licensing, acquisitions. No predefined schedule.
Pipeline reviewYearly valuation of ongoing trials: new products and new indications.
Planning cycleNext-year plan, updated through the year; mid-term plan over five years; long-range plan over ten.
The symptoms
Manual. Fragmented. Unstructured.
ERPs unified finance, operations and HR. CRMs aligned sales and marketing. Sales forecasting is the last commercial domain left unintegrated.
Organization: fragmented
Analytics, Market Access, Medical, Regulatory and Finance, global and local, each working in its own silo with its own assumptions. Slow reconciliation, recurring misalignment.
Processes: unstructured
Dead-on-arrival SOPs: written, filed, forgotten, invisible to new joiners. The workflow is rebuilt every cycle. No owner, no source of truth.
The root cause
Price and volume: one loop, two silos.
Price sets addressable volume through access and reimbursement. Volume drives net price and the impact of reference pricing. Neither can be solved alone, yet they live in separate tools, owned by separate teams, reconciled by hand at every portfolio review.
Spreadsheet ping-pong is not a strategy.
The cost
The cost no P&L line shows.
Each year, layers of management spend weeks on planning and performance analysis, and legions of vendors are hired to build models. Yet:
Opportunities slipLaunches and indications under-resourced on the wrong numbers.
Inventories buildCapacity and stock sized on forecasts nobody fully trusts.
Forecasting costs inflateThe same models rebuilt, the same numbers reconciled, cycle after cycle.
Closing that inefficiency is a direct gain to operating income.
Our answer
Turn the forecast from a process into an asset.
QwASR
Volume and price in one workflow, shared by every team, from planning to performance analysis.
QwASRAdvisory
Forecasting and pricing expertise, governance and process design.
AdvisoryBuilt for life sciences
Regulation, payers and product diversity modeled explicitly, from day one.
Life SciencesContact
Size your forecasting gap