Make Your Company Data AI-Ready
Reliable data starts with people who own it.
Give AI a foundation it can use: visible business logic, dependable data, and business units with the ownership and resources to keep it that way.
A good fit for
Who’s this for?
Business-unit leaders and data owners working alongside data engineers, analysts, and platform leads. Bring both business and technical perspectives.
Before we start
Bring one business use case and an overview of the data it needs. Coding is not required for every attendee; technical concepts use prepared demonstrations.
The programme
Build the skill, step by step.
4 three-hour sessions over 1 week remotely. The session-by-session outline below shows what we cover.
Session 1Find the gaps that matter
Assess one use case for data quality, accessibility, permissions, definitions, and provenance. Prioritise the gaps that stop the data being useful.
Session 2Make business logic visible
Explore dbt models, documentation, lineage, shared metric definitions, and GitHub review/version control through a prepared example.
Session 3Give ownership the resources it needs
Business units own meaning, quality expectations, and priorities. Central teams provide the platform. Assign named owners, engineering capacity, and escalation paths.
Session 4Keep data usable
Define quality and freshness checks, monitoring, issue ownership, and automated responses. Use n8n for orchestration and notifications alongside the underlying checks.
What you take away
- AI-readiness scorecard
- Ownership and responsibility matrix
- Example data-product agreement
- Quality checklist and resource worksheet
- 90-day roadmap with accountable owners
The practical details
A clear scope. A team price.
- One-hour preparation call to align goals and check readiness.
- Participant setup checklist, exercise materials, and reusable templates.
- Live, instructor-led training for your private team, delivered in English.
- One 90-minute follow-up clinic within 30 days of the course.
Each teaching day is six live hours, split into two three-hour sessions remotely. Two-day courses run over one week; three-to-five-day courses run over two weeks. On-site delivery uses full days, with travel quoted separately. Dates by arrangement.
Custom implementation, extensive adaptation, extra participants, and travel are quoted separately. Tool subscriptions, cloud usage, and developer accounts are paid separately.
All prices are per private team, excluding VAT. English-language delivery. Dates by arrangement.
Good questions
Before you book
Should the business units or IT own the data?
Business units own its meaning, quality expectations, and prioritisation. The central platform team provides shared foundations. Responsibility must come with allocated capacity and clear escalation paths.
Do we need dbt or n8n already?
No. They illustrate visible transformation logic and automated responses. The principles can be applied to the tools your organisation uses.
Is this a technical course or a leadership workshop?
It combines both perspectives. Business owners make ownership and resource decisions; technical participants translate them into quality checks and an actionable roadmap.
What does the starting price include?
The standard remote package for up to 10 people, a one-hour preparation call, readiness checklist, exercise materials, reusable templates, and one 90-minute follow-up clinic within 30 days. All prices exclude VAT. Custom implementation, extensive adaptation, extra participants, and travel are quoted separately. Tool subscriptions, cloud usage, and developer accounts are paid separately.
Can we arrange on-site training?
Yes. On-site delivery uses full teaching days, with travel quoted separately. Remote delivery splits each teaching day into two three-hour sessions. All teaching is in English, with dates arranged by enquiry.
Let’s make it practical
Let’s make this useful for your team.
Tell us about your team, your goals, and your preferred dates. We’ll shape a clear scope together.
How it works
- Your team and goals
Team size, experience, and what you want to achieve.
- A clear scope
We agree the focus, format, and any adaptations.
- Your dates
Remote or on-site, scheduled by arrangement.