ROLE OF PROOF OF CONCEPTS IN ARTIFICIAL INTELLIGENCE
Proof of concept is a 'closed' but working solution which can be evaluated and tested subject to clear criteria from understanding requirements to delivery success. For any AI project, PoC enables decision makers,
Deliver more immediate value.
Gain skills and experience.
Test Hardware , software and service options
Identify and resolve potential data bottlenecks.
Raise the positive profile of AI and user status.
fig. AI learns ,then infers results from data.
5 step approach to success with PoC
1.Confirm the oppertunity.
2. Characterize the problem and profile the data.
3. Architech and deploy the solution
4. Evaluate for buissness value.
5.Scale up the PoC.
fig .. AI solution architech can be represented as a stack