Use case discovery
Identify repetitive work and choose tasks with clear inputs and results people can verify.
MARKINSE Solutions
AI & Automation
Find where AI can save time and test it in a workflow your team can oversee.
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Pilot design
Test with approved data and measure quality, time saved, and the review effort required.
Operational rollout
Define human review, monitor the workflow, and decide when to expand or pause it.