Applied AI for Enterprise Engineers
What you get
- A reference architecture you can defend in security review
- A one-page design doc, signed by your engineering manager
- A working AI workflow in your company UAT environment by week 8
- Evaluation harness, audit logging, and rollback playbook
- Lifetime access to cohort Slack and updated curriculum
Who it's for
Built for senior software engineers, tech leads, and staff engineers at mid-market Asian firms with 200-2,000 staff who already write production code and now need to wire AI into the systems they already own.
How this program lands in client work
The service pillars this cohort builds capability in, and the industries and APAC markets where alumni typically apply it.
Beyond this cohort
Browse our other programs, then see the verticals and Asian markets where alumni land their AI initiatives.
Other programs
By industry
By Asian market
Common questions
What technical background is expected?
Two years of professional software engineering, comfort with Python, and basic familiarity with REST APIs. You do not need prior ML experience — we build from prompt engineering up through retrieval, evaluation, and production deployment. Test-yourself prerequisites are published on the program page.
How much time per week should I budget?
Plan for 8–10 hours per week across 8 weeks: two live cohort sessions (2 hours each), one async lab (3 hours), and a weekly 1-on-1 with your assigned mentor (45 minutes). The capstone in week 8 typically requires 12–15 hours.
Will I get hands-on experience deploying real AI systems?
Yes — that is the design. Each week ships a working artifact: a RAG service, an evaluation harness, a cost-aware inference router, an observability dashboard. The capstone is a production-grade reference application you keep and can adapt for your employer.
Related programs
AI Product Management Program
Six weeks to rebuild your PM toolkit for probabilistic features. Walk out with an AI PRD, an eval design, and a feature shipped behind a flag.
AI Governance and Risk Workshop
Two intensive days for risk, legal, and audit leads. Walk out with a redlined model risk policy, a vendor review template, and a regulatory map of your live markets.
AI Leadership Bootcamp
Three days, twenty-five executives, one board-ready AI investment plan. Walk out with the kill criteria your CFO will sign.
Ready to commit?
Programs run on a rolling basis. Book a call and we'll confirm cohort dates, scope adjustments, and team prerequisites.