Jan 14, 2026
Start a Riff Pilot: How it works
Getting Started
Riff helps teams make better business decisions, faster, with clearer thinking and less friction. A pilot lets you test this safely: no integrations, real decisions and clear data on whether Riff actually improves how work gets done.
While we craft a pilot that works for your company specifically, this guide gives you an overview of our approach.
Step 1. IT & security alignment
We start by aligning with IT and risk teams.
At this stage:
No integrations with ERP, SharePoint, or finance systems
No automated data ingestion
Teams start fresh and provide context directly in Riff
This keeps the pilot low-risk while still showing real value.
What we cover upfront:
Exactly what Riff does (and does not do)
Where data is stored and how it’s protected
SOC 2 Type II and ISO 27001 compliance
User access, permissions and auditability
Step 2. Confirm Pilot participants
We recommend starting with department leads.
Typical pilot group:
Department leads
Each lead nominates one or two team members
10–30 users total
Alternatively you could choose one department but often there's better data when you look across more than one team.
3. Communicate with participants (first 4 weeks)
Each participant brings two real pieces of work into Riff:
One idea or initiative: A new project, change, or opportunity they’re considering.
One spend or justification request: Something that would normally live in a PDF, deck, or email chain.
Using Riff, they:
Provide their thinking and context
Strengthen that thinking with AI trained like FP&A
Produce a clear, decision-ready output
Share a link to that document with their manager for feedback
No templates to download. No formatting. Just structured thinking and clear fit for purpose justifications.
4. User feedback & adoption
If people don’t use it, nothing else matters.
We focus on practical feedback:
Was this easier than your current templates or PDFs?
Did it save time?
Was the output higher quality or easier to approve?
Would people choose to use it again?
We have plenty of guidance on the questions to ask and how to approach this, check out more guidance here.
We step through the following with your Riff evaluation leadership team:
Usage and adoption patterns
Qualitative feedback from participants
Where Riff helped and where it didn’t
This stage determines whether Riff earns the right to go further.
5. Implementing the approval flow
If the pilot shows people can and will use it, we introduce Riff as part of your approval process.
You can start simply:
Users specify who needs to approve by adding their email
Approvers join directly in the same decision thread
All context, discussion, and outcomes stay in one place
Or move to a more structured setup:
Preloaded approval rules
Clear thresholds based on decision type and value
Less back-and-forth and less ambiguity for teams
6. Company-specific context & tools
Once approvals are working, we tailor Riff to how your business actually evaluates decisions.
Together, we map:
How you calculate payback, ROI, or NPV
What your organisation considers a “strong” business case
Existing templates or internal frameworks you want reflected
Activity or cost-to-produce data you want Riff to reference
Key company facts (e.g. pricing, headcount, operating model)
How justifications should be evaluated and challenged
This gives Riff the right context so:
Agents guide employees using your standards
Outputs look and feel consistent across teams
Decision quality improves without more process
7. Rollout & change management
Rolling out Riff is as much about people as it is about technology.
We support adoption with:
A rollout webinar tailored to your teams
Practical guidance on day-to-day use (including mobile)
Access to our support professionals to answer real questions in context
For teams in Australia, a Riff FP&A professional/success manager can join on-site to support rollout.
8. Fortnightly check-ins & ongoing support
We meet fortnightly with the internal owner to:
Review usage and adoption metrics
Gather feedback from teams
Prioritise feature requests and customisation
Refine workflows as needs evolve
We also offer services support:
FP&A professionals can join any Riff thread
Help with complex or high-stakes business cases
Training and support as your use of Riff matures
We’ll keep checking in until Riff is embedded and running smoothly or until you’re sick of us.


