A focused course, tailored for you
Production AI Beyond the Demo: Content Delivery, Latency, and Cost at Real Scale
The 12-module engineering course for AI applications that work in the demo but break at the edge under real traffic.
Includes a hand-built implementation playbook generated for your specific situation. Both the course and the playbook are tailored, not template-substituted.
Why this course
Most AI application projects clear the demo and stall at production. CDN integration, model latency budgets, regional failure modes, cost-per-call accounting. The work between demo and production is its own discipline.
Plus a hand-built implementation playbook for your specific situation
Every buyer of the course also receives a custom implementation playbook generated specifically for them. Not template-substituted. Hand-built around your sector, your in-scope frameworks, and your team shape, using the same source-grounded corpus the course is built on.
Course and playbook delivered within 48 hours of purchase. You confirm a few details about your situation at checkout. We send the bundle straight to your inbox.
Who this is built for
Engineers and tech leads moving an AI application from internal prototype to a public-facing or customer-facing production deployment.
What you can do after finishing
- Size the CDN and edge layer for your model traffic profile.
- Build latency budgets that survive contact with real users.
- Model the per-call cost under realistic traffic, not optimistic projections.
- Design the regional failure-mode tests that the demo skipped.
- Translate the engineering trade-offs into a cost story for finance.
- Position the application for the next 10x of traffic without a rewrite.
Why this is different
| Source-grounded against the published material Verbatim citation where it matters. The course inherits the discipline of the 718-framework corpus it is built on. | Tailored to your specific situation The course is hand-built around your sector and your role at order time. Not a template with your name substituted. |
| Human edited, not LLM generated 18 months of human source verification underneath. Every course inherits that discipline. | Lifetime updates Pushed to your existing download link when the underlying material moves. No re-purchase. |
FAQ
How is this different from a generic playbook?
Playbooks are framework-specific deliverables. This course is the underlying skill that applies across your specific situation, plus the implementation playbook tailored to that situation. Buy a playbook if you need one framework delivered. Buy the course if you want the skill and a playbook designed for you.
Can I share this with my team?
Single-user licence. For 5+ seats or team-licensing rights, email us. Bulk pricing available.
What if it does not earn its keep?
30-day money-back guarantee. Email us, get a full refund, keep the materials. The course is built on the assumption that the tailored playbook alone earns the price back. If it does not for you, get the money back.
$199 one-time. Tailored to your situation. 48 hours.
Course book, tailored implementation playbook, lifetime updates, 30-day money-back guarantee.
Add to cart above. Confirm your situation at checkout. Bundle delivered within 48 hours.
The Art of Service · Built on a 718-framework, 20,400-control, 332,000-mapping corpus · Source-grounded, human edited