A 6-week intensive curriculum for software engineers and technical leaders transitioning into Operational AI. No toy demos — only production architecture. Classroom enrollment includes Operational AI community access.
Six modules of production architecture, taught from real implementation experience.
The 5-layer architecture students learn to build in this course — the same blueprint we use in client engagements.
Continuous Signal Ingestion
Ingests, normalizes, and indexes high-velocity telemetry, ERP data, logs, and human inputs. Bridges the gap between siloed enterprise systems and unified AI context.
Dynamic State Management
Retrieval-Augmented Generation architecture and temporal memory. Retrieves the exact operational context required for reasoning.
Probabilistic Decision Making
Multi-agent orchestration and foundation models evaluate context, generate hypotheses, and output candidate actions.
Policy & Safety Verification
Hard-coded rulesets that evaluate LLM outputs against business logic, compliance, and safety parameters before execution.
Verifiable Actions
Translates approved intelligence into hard operational execution via APIs, triggering workflows or alerting human operators.
From a recent implementation — see full results
Cohort 05 opens Q3 2026. Join the waitlist to lock in a discounted founding member rate and get first notification when enrollment opens.
Curriculum runs as a 6-week guided cohort with live Q&A sessions, architecture reviews, and recorded lessons you can revisit any time.
You should have software engineering experience and be comfortable with APIs and backend systems. Prior ML or data science experience is not required — this curriculum is about operational architecture, not model training.
Yes. Classroom enrollment includes access to the Operational AI community for discussion, code review, and ongoing learning between cohorts.
Cohort 05 opens Q3 2026. Join the waitlist for early access and a discounted founding member rate.