One day. What AI actually changes, and what it does not.
Most of what people believe about AI comes from a headline or a demo, and both oversell. This is a day of the opposite: live demonstrations of these systems getting things confidently wrong, an honest account of which work is changing and which is not, and a written plan each participant leaves holding. Delivered on campus or on site, by engineers who run AI systems in production rather than people who present about them.
- Duration
- One day · sessions from 2 to 6 hours
- Mode
- On site — your campus or your office
- Group size
- Up to 300 for talk sessions, 80 for hands-on
- Materials
- Slides and handouts provided
- Certificate
- Certificate of Participation for every attendee

Who this is for
- Colleges and universities running a department, placement or induction programme
- Companies whose teams are using AI tools with no shared understanding of them
- Final-year students deciding what to learn next
- Non-technical teams who are anxious about AI and have had nobody explain it straight
Teams that want to build and deploy an AI system themselves — that is Applied AI Engineering, and it needs weeks rather than a day.
Prerequisites
- None.
No technical background is assumed, and no laptops are required. A projector and a microphone are the only things the host needs to provide.
Modules
6 modules · register to see what is inside each one
Break the AI
Covered in detail after registration
What these systems actually are
Covered in detail after registration
What actually changed at work
Covered in detail after registration
Getting real work out of it
Covered in detail after registration
What companies screen for
Covered in detail after registration
The thirty-day plan, and the questions nobody asks out loud
Covered in detail after registration
How it works
A scoping call first
Who is in the room, which year or which team, how many, and what the host actually wants them to walk out with. The day is assembled from that, not from a fixed deck.
Demonstrations, not slides about demonstrations
The session runs on live demonstrations — including getting the tools to state something completely false with total confidence, about the host's own organisation. Nothing is shown from a customer system; every demonstration runs on material built for the session.
Everyone leaves holding something
Each participant writes their own thirty-day plan in the room, and takes it with them. A session people enjoyed and forgot is a session that failed.
Certificates for every participant
A Codnov Certificate of Participation for each attendee, issued with a unique certificate ID.
What you walk away with
- A room that can tell a confident AI answer from a correct one
- An honest picture of which work is changing and which is not
- A written thirty-day plan per participant
- Certificate of Participation for every attendee
You finish with a deployed, reviewed AI project, or we re-run you free.
Requires minimum 75% attendance and on-time milestone submission. Full conditions at codnov.ai/training/terms.
Taught by Codnov engineers who build and run AI systems in production every day.
Priced per batch and quoted after the scoping call, exclusive of 18% GST. Free sessions are run selectively for colleges — ask.
Nothing is paid on this website. Register your interest and we will confirm your seat with you directly.
Register your interest
We will come back to you with the full syllabus, the schedule, and whether there is a seat in the next cohort.
Codnov Certificate of Completion. Not a degree or diploma recognised under the UGC Act, 1956 or the AICTE Act, 1987. All prices exclusive of 18% GST. Project completion guarantee subject to minimum 75% attendance and on-time milestone submission; full terms at codnov.ai/training/terms. Open to participants aged 16 and above.