Knowledge that people can use
Adapt explanations and learning material to a team's work so training is easier to apply on the job.
FROM POSSIBILITY TO PRACTICE
What it does for your business
For your learning and development team, “Arithmetic” can become a repeatable workflow rather than a separate task handled from scratch each time. AI can compare the supplied material with agreed criteria, highlight differences and assemble the evidence a reviewer needs. It fits into staff training, course preparation and knowledge transfer, using your business information and the standards your team already works to.
The value it could bring
These are the improvements to evaluate against your current process. We agree the scope and test the value with your team.
A faster first pass
Focus reviewers on the differences and exceptions that need judgement instead of starting every review from a blank page.
More consistent checks
Apply the same agreed criteria across items and make the reasons behind a finding easier to inspect.
EVIDENCE FROM OTHER BUSINESSES
Published ROI evidence
We have not linked a comparable published financial ROI study for this use case yet. That leaves it unranked, rather than assigning an estimated score. A pilot can measure benefits and total implementation and running costs in your business.
How it works in your business
STEP 1
Bring in the right context
Select the relevant information from your learning platform, course library and internal knowledge base. Agree what a good result looks like with your learning and development team, including the rules, examples and permissions the workflow needs.
STEP 2
Turn the task into a workflow
The everyday maths people check their thinking against. Apply the agreed rules consistently, explain the items that need attention and link findings back to the source rather than presenting an unexplained verdict.
STEP 3
Put the result to work
Give the reviewer a prioritised set of findings with supporting context and an editable record of the outcome. Subject experts review content and assessments before they are used for staff decisions or qualifications.
AN EXAMPLE IN PRACTICE
A member of your learning and development team needs help with “Arithmetic”. They supply approved learning material and subject references, together with the relevant instructions and the result they need. The workflow prepares an initial result with its supporting context, flags missing information and returns it for review. The owner can correct it and use the accepted result in the team's learning platform, course library and internal knowledge base.
Start with a focused pilot
Choose one workflow, one team and a representative set of real tasks. We establish the current baseline, build the first version and review the results together before expanding it.
What we would start with
Depending on the scope, useful inputs include:
- Approved learning material and subject references
- Learning objectives and audience level
- Exercises, rubrics and feedback examples
We agree access and integration with your learning platform, course library and internal knowledge base as part of the design.
How we would measure value
- Time to complete a reviewed item
- Confirmed findings and incorrect flags
- Learning completion, demonstrated understanding and trainer preparation time
Subject experts review content and assessments before they are used for staff decisions or qualifications.
LET’S BUILD IT TOGETHER
Could this help your business?
Tell us how your team works today and what you would like to improve. We’ll explore the opportunity, shape a practical first step and build it with you.
Talk to us about this use case