KelenAI · Kevin Li · AI implementation
AI Opportunity Assessment: Choose Your First Workflow
Compare AI workflow opportunities using real cases, stop conditions, and a small proof that tells you what to do next.
AI implementation
Practical guides to AI readiness, opportunity assessment, implementation choices, forward-deployed engineering, and controlled delivery from pilot to production. Page 2 contains additional field guides in this series.
- · Kevin Li · AI implementation
AI Readiness Checklist for Small Businesses
Use a workflow-level AI readiness checklist to decide whether one process is ready for a bounded pilot or needs stronger foundations first.
- · Kevin Li · AI implementation
What Is a Forward Deployed Engineer? A Buyer’s Guide
A forward-deployed engineer stays close to a client workflow and owns the path from discovery to a stable production result. Here is how to evaluate the role.
- · Kevin Li · AI implementation
Native first, integration second, custom code last
A durable AI implementation strategy starts by using the strongest capability already inside the business, then fills only the real gaps.