Data preparation
Inventory sources, review quality, and align metric definitions and access.
INNOVATED SKILLS SOLUTIONS
Data & AI
We bring data sources and metric definitions together to support reporting and decisions. We also test specific AI applications against agreed accuracy and privacy criteria.
Does this sound familiar?
- Reports assembled manually
- Conflicting figures across teams
- Interest in a clearly scoped AI pilot
What the solution can include
We agree on the appropriate scope after reviewing your needs, existing systems, and delivery requirements.
Reports and dashboards
Build reports and dashboards for agreed indicators, with sources and refresh schedules.
AI pilots
Test a focused use case with human review and appropriate accuracy and privacy criteria.
ILLUSTRATIVE EXAMPLE
A shared request tracking dashboard
How the solution could work in practice
The current challenge
Teams calculate request counts and completion time differently, and assembling reports consumes staff time.
A possible approach
- 01
Define metrics
Define how requests and completions are counted
- 02
Connect sources
Review and align the data
- 03
Make results visible
Show indicators, sources, and refresh status
How we measure results
Review reporting time, data completeness, and metric consistency, and evaluate AI accuracy on an agreed sample before expansion.
Project deliverables
- Source inventory and metric definitions
- Data quality and review rules
- A dashboard or focused pilot
- Results report and user training
How we deliver
- 01
Review the current environment and agree on priorities
- 02
Define scope, responsibilities, and acceptance criteria
- 03
Implement in stages and test with your team
- 04
Document the solution, train your team, and complete the handover
YOUR NEXT STEP
Tell us what you need
Describe what you need or would like to improve. We will review your request and get in touch to discuss the options.
info@innovatedskills.com