Commercial
Use the scorecard to decide whether training, a discovery session or a sprint is the right commercial next step.
Lead-generation tool
AI Builder Scorecard
Answer a short set of questions to estimate AI builder readiness, identify a sensible first build and see where review or support may be needed.
Scorecard flow
A quick route from messy work to a sensible first build.
1
Tell us about your team
Size, sector, tools and support context.
2
Select the messy work
Pain points, AI use, data risk and build goals.
3
Get your recommendation
Readiness score, first build type, risks and next step.
What you get at the end
The scorecard gives you a practical first read on where AI-assisted building could help, what kind of tool might be a good first project, and what risks need checking before anything is used in the business.
Example scorecard result
Readiness
MediumBest first build
Spreadsheet-to-dashboard reporting workflow
Main opportunities
- Reduce manual copy/paste reporting
- Create clearer monthly visibility
- Standardise data inputs
- Reduce dependency on one person
Main risks to check
- Data ownership
- Spreadsheet quality
- Access permissions
- Review process
- Who maintains the dashboard
Suggested next step
AI Builder Discovery Session or Build It With WorkFlint Sprint
This is not a formal audit and does not replace security, legal or data protection advice.
Readiness input
Step 1 of 7
Organisation profile
How to use the scorecard output
Use it to start a sensible conversation about the first build, the main risks and the support route. It is designed to frame the next decision, not replace technical or compliance review.
Operational
Check whether the suggested build type genuinely maps to a repeated pain point with visible value.
Governance
Treat data handling, security, ownership and support as design inputs rather than post-launch surprises.