**The big picture:** Whistic, a risk operations platform, is leveraging AI from Anthropic and engineering support from Andela to achieve a 10x increase in engineering productivity and accelerate product development. **Why it matters:** This case study highlights how advanced AI integration can drastically compress software development cycles and scale operations with lean teams, setting new benchmarks for efficiency in tech roles. **Between the lines:** - Whistic reduced development cycles from one week to half a day, achieving 100% AI adoption across its engineering team. - AI is integrated throughout the entire product and engineering lifecycle, from requirements gathering to testing and workflow automation. - Andela engineers are embedded, providing deep product knowledge and continuous AI skill development. **Staffing & HR impact:** The significant productivity gains per engineer will shift talent acquisition strategies, prioritizing highly skilled AI-proficient professionals over sheer volume. Staffing firms must adapt to sourcing and developing these specialized, high-value AI-centric skill sets. **The bottom line:** AI is rapidly redefining engineering productivity and demanding a strategic evolution in how companies build and staff their tech teams.