01
AI & INNOVATION
Define data and access boundaries
MTK approaches applied AI around a real problem, clear scope, appropriate oversight and measurable usefulness.
MTK / AI & INNOVATION / GOVERNINTELLIGENCE · AUTOMATION · PRODUCT
05 / GOVERN
Responsible implementation
Design for data handling, access, evaluation, human oversight and known model limitations from the beginning.
MTK / AI CAPABILITY05 — DETAILS
PRACTICAL DELIVERY
What this capability covers
02
AI & INNOVATION
Evaluate outputs against the actual task
MTK approaches applied AI around a real problem, clear scope, appropriate oversight and measurable usefulness.
03
AI & INNOVATION
Document known limitations and failure cases
MTK approaches applied AI around a real problem, clear scope, appropriate oversight and measurable usefulness.
04
AI & INNOVATION
Keep important decisions reviewable by people
MTK approaches applied AI around a real problem, clear scope, appropriate oversight and measurable usefulness.
APPLIED AI
Have a real problem?
Let’s define the use case.
Start with the workflow, user or outcome—not a predetermined technology choice.