Pilot program
Prove it on real work.
We are working with finance teams at industrial companies to test Quivv against real workflows, real data, and real business decisions.
Each pilot is designed around measurable outcomes. When a pilot concludes, we publish the results only with the customer’s validation and approval.
Until then, see exactly how our pilots work, what we measure, and what success looks like.

- From scoping to readout
- 8 weeks
- From scoping to readout
- Real business questions, agreed up front
- 3 to 5
- Real business questions, agreed up front
- Taken at week 0 and again at readout
- 4 measures
- Taken at week 0 and again at readout
- Working session with the founding team
- Weekly
- Working session with the founding team
How a pilot runs
Eight weeks, your questions, your data.
Week 0
Scope
Agree three to five real business questions and how success will be measured. Take the baseline.
Weeks 1 to 2
Connect
Connect the source systems and map the company’s own definitions, hierarchies and drivers.
Weeks 3 to 7
Use
The finance team uses Quivv on live questions. A weekly session with the founders to review and adjust.
Week 8
Read out
Results against the baseline, what worked, what did not, and a clear decision on next steps.
What we measure
Four numbers, before and after.
Every pilot takes the same baseline in its first week and measures again at readout. The numbers appear here once a partner approves them.
Measure 1: Time from question to trusted answer
Hours from a business question being asked to an answer finance is willing to sign.
Measured in Hours
Before · Week 0
Taken at scoping
After · Week 8
Published with approval
Measure 2: Analyst time spent on analysis
The share of the week spent thinking, rather than pulling and reconciling data.
Measured in % of the week
Before · Week 0
Taken at scoping
After · Week 8
Published with approval
Measure 3: Answers that tie to the ledger
The share of answers that reconcile to reported figures without manual fixes.
Measured in % of answers
Before · Week 0
Taken at scoping
After · Week 8
Published with approval
Measure 4: Decisions informed
Business decisions taken during the pilot where a Quivv answer was part of the case.
Measured in Decisions
Before · Week 0
Taken at scoping
After · Week 8
Published with approval
Pilot partners
Shape the product with us.
- A direct line to the founders, every week of the pilot.
- Your questions and your definitions drive what we build next.
- Your data is handled under our security practices, and nothing is published without your approval.