@compileandpush My approach is straightforward. Before I jump into solutioning, I analyze business case, understand their nuances & accordingly advise on solutioning.
That solutioning may include rule-based automation or building agentic workforce with limited or guarded access to the workflow.
The fastest way to ship AI impact isnβt a model. Itβs a decision.
Decide the workflow youβll delete with AI in 30 days and resource it like a product. #AILeadership
@compileandpush Here's my recommended approach:
1. Gather real-time analytics
2. Identify the gaps (any GenAI tool can be used for deriving inferences)
3. Analyze as human
The outcome you will get from here will do the change beyond genericity.
@compileandpush Not everything needs to be done by tools. Human judgement on some decision-making is more crucial than getting it done by any GenAI tool.
Not everything needs to be AI-driven.
That's how you build an ecosystem where each tech has its own place and thus leveraged successfully.
#AI#AILeadership
If experiment means no metrics, it's not innovation; it's just a dramatic scene.
This is the time to track the measurable outcomes:
time saved
errors avoided
revenue per seat.
You don't need to pick all. Just pick one and you are good to go. #AILeadership
AI pilot checklist leaders actually use:
problem fit
data owner named
KPI baseline
exec sponsor
6-week sprint
red-team review
change plan
sunset rule.
That's keep it or leave it. #AILeadership