
MedTech R&D
R&D teams had a lot of data, but no shared logic for which use cases would reduce effort and shorten trial loops.
Prioritization of 14 data-driven use cases and set-up of a data model with 108 factors.
Aiond helps Sales, Product, Delivery and R&D decide what to build, fix, sell or stop.
From scattered customer input to clear product and growth decisions.
Everyone has input.Everyone has good reasons.That is why growth decisions slow down.
Without a shared decision logic, signals become debate.
Which customer signals really matter?
What makes an opportunity worth acting on?
Who decides what happens next?
What gets built, tested, fixed or stopped?
It connects signals, criteria, owners and next steps.
Collect product ideas from sales in one place · Spot recurring customer problems before they become opinion battles.
Score and rank new ideas before they enter the backlog · Check whether an idea fits the existing product portfolio.
Show what blocks a growth idea from moving forward · Prepare decision briefings that people can actually use.
Check if a product is really ready for the market · Clean up the backlog based on growth impact.
| Signal | Revenue potential | Effort | Risk | Decision | Next step |
|---|---|---|---|---|---|
| Enterprise request: SSO | high | M | low | Build | Spec |
| Onboarding friction | medium | S | low | Test | Pilot |
| Reporting API | high | L | medium | Park | Review |
| Margin leak in pricing | high | S | low | Fix | Pricing |
Conservative estimates. A Decision Scan turns this into a reliable basis.

R&D teams had a lot of data, but no shared logic for which use cases would reduce effort and shorten trial loops.
Prioritization of 14 data-driven use cases and set-up of a data model with 108 factors.

Customer needs, product ideas and market opportunities were present — but not yet connected through offer, pricing model and partner build-up.
Connection of customer needs, offer logic, pricing model and partner build-up for UK expansion.

Sales and customer signals were scattered across conversations, notes and individual opinions. Product and management had no shared basis for product decisions.
Translation of scattered sales and customer signals into a prioritized board with revenue potential, effort, risk and decision ownership.
Bring one concrete topic. We clarify the signals, criteria, owners and next step.