Scoping Stage #

Always separate a business problem from a technical solution.

Scoping Process:

flowchart TD BP(Brainstorm business problems) AIS(Brainstorm AI solutions) ASS(Assess the feasibility and value) MIL(Determine milestones and budget) BP --> AIS AIS --> ASS ASS --> MIL

Milestones & Resourcing #

Key specifications:

• ML metrics (accuracy, precision/recall, …)
• Software metrics (latency, throughput, …)
• Business metrics (revenue, …)
• Resources needed (data, personnel, help from other teams, …)
• Timeline

If unsure, consider benchmarking to other projects, or building a PoC first.