n8n Workflows, Integration and the Without-You Test
Reclaim your hours. Build no code n8n workflows that pull from your knowledge base, route output through your approval, and fail loudly instead of silently. Then prove the whole stack runs without you.
Automation fails in business for two reasons: workflows that were never connected to real knowledge, and workflows that break silently. AOP 104 teaches you to build against both. Across four days you build three live n8n workflows, including the signature Marketing RAG Workflow that connects a form trigger, knowledge retrieval, AI drafting and human approval routing into one system.
The course ends on the Without-You Test: the whole stack, models, agents, knowledge and workflows, demonstrated running as one system with you supervising rather than operating. It is assessed live, followed by an oral walkthrough of the stack. Participants without a knowledge base of their own start from the pre built Brightleaf stack supplied in the starter pack. This course is delivered with a specialist automation trainer.
Operators and business teams ready to automate repeatable work: marketing content, client onboarding, and publishing, with human approval gates kept in place.
On completion, participants can:
| Day | Theme | Content | Hours |
|---|---|---|---|
| Day 1 | Workflow architecture | How automation actually works, n8n orientation, building for reliability, and design for loud failure. | 8 hrs |
| Day 2 | The signature build | The Marketing RAG Workflow built end to end, then a client onboarding workflow, both with live approval gates. | 8 hrs |
| Day 3 | Scale and stress test | A third workflow, stress testing all three, and a full running cost audit across the stack. | 8 hrs |
| Day 4 | Full stack integration | Orchestration across agents and workflows, observability and monitoring, and the Without-You Test applied formally. | 8 hrs |
Of 26 contact hours: 11 instructor led classroom, 11 practical hands on, and 4 assessment, plus 6 hours of scheduled breaks across the course. No asynchronous or self directed hours: every hour is facilitated.
Live workflow demonstration, 3 hours. The workflows run against real inputs with approval gates and failure handling proven.
Stack walkthrough, 1 hour. Every design decision in the stack explained and defended.
On completion you receive a Certificate of Completion issued by Future Edge Institute. It is awarded on evidence, not attendance: every deliverable gate met, and a pass in each declared assessment at the 70 percent threshold, with a minimum of 75 percent attendance.
That means the certificate records something you built and demonstrated, in front of an assessor, rather than a seat you occupied.
Intake dates for this course are confirmed at enquiry. We run small cohorts and schedule them around confirmed demand, so tell us which course you are interested in and we will come back with the next available dates, including weekday and weekend options.
Ask about the next intakeAny course in the series can be delivered privately for your people, at your office or our venue, on consecutive days or spread one day per week around operations.
Exercises are rebuilt around your workflows, tools and data, so what your team produces in class is usable the following morning.
Consecutive days when you can spare the team, or one day per week when you cannot.
Assessed outcomes and a capability report showing exactly what your team can now operate.
We scope corporate engagements with a short discovery session before proposing anything.
See corporate trainingThis is a premium commercial programme; fees and intake dates are shared on enquiry. Future Edge Institute is working on obtaining its licence as a Registered Training Provider from SkillsFuture Singapore (SSG). Until registration is granted, this course is not eligible for SkillsFuture Credit or other government subsidies.
Organisations see the strongest results running the Adoption Series in sequence: AI for Leaders creates the mandate and the roadmap, AI at Work equips the teams who deliver it. Individuals who want to go further progress into The AI Operator Professional Series, where they build AI agents, knowledge bases and business automations of their own. The Adoption Series teaches organisations to use AI. The Operator Series teaches individuals to run it.
Tell us you are interested in AOP 104 and we will come back within one working day with fees, upcoming intake dates and anything else you need to decide.