Know where data and AI will pay off before you spend on it
We review your systems, reports and manual work, size each opportunity in cost or revenue terms, and hand you a prioritised plan you can act on with or without us.
Signs it's time for an assessment
Budget, but no agreed plan
Leadership wants results from data and AI, but nobody has agreed where to start or what it will take
Data in too many places
Each team has its own tools and numbers, so it's hard to know what's possible
Pilots that never ship
Demos impress, then stall because the data, access or ownership isn't there
A plan you can act on
An assessment ends with concrete outputs, not a slide of opportunities. Typically 2–4 weeks, depending on scope.
| Opportunity | Value | Effort | First step |
|---|---|---|---|
| Automate invoice checks | High | Low | Pilot on one entity |
| One revenue definition | High | Med | Agree KPI owners |
| Churn early warning | Med | Med | Data audit |
- Systems and data mapEvery source, owner and data flow that matters to the opportunities
- Opportunity listEach one sized in cost or revenue terms, with assumptions written down
- Readiness checkData quality, access, skills and governance gaps that would block delivery
- Prioritised roadmapWhat to do first, what it depends on, and the effort involved
- Clear recommendationIncluding when the right answer is not to build
Two to four weeks, start to finish
Kick-off
Agree goals, scope and who we need to talk to
Interviews
Short sessions with the people who own the work and the data
Systems review
Read-only look at sources, reports and pipelines
Sizing
Estimate value and effort for each opportunity
Readout
Walk through the roadmap and recommendation
We build on the stack you already run
- SAP
- Salesforce
- HubSpot
- Snowflake
- BigQuery
- Databricks
- Power BI
See it in practice
One source of truth from 50+ scattered sources
Ingestion from 50+ sources with Stitch, modelled in dbt on Google Cloud, with Looker Studio dashboards for the CEO and Head of Product
What buyers ask before starting
Is the assessment free?
The first call is. We confirm scope and fee after it.
Do we have to use MOD for the build?
No. The roadmap is yours, written for any capable team.
What if the answer is don't build?
Then we say so.
Find out where data and AI will pay off
Tell us what's slowing the business down and we'll suggest the right scope.