How PTR’s Fabric Training Pathway Gets Everyone Ready

Adopting Microsoft Fabric is a little like moving your organisation into a new building. The building can be excellent, but nobody gets the benefit if staff do not know why they are moving, cannot find their way around, or the people who run the building have not been shown where the controls are. PTR’s Fabric training pathway is designed so that none of that happens. Its approach is summed up in five words: brief, educate, train, mentor, nurture.

User adoption. People are more willing to move when they understand the reason. The pathway starts by explaining why the change is happening and how it helps the people affected, reassuring staff, building confidence and helping new habits form.

Data literacy. This is learning to read the signs in the new building. People are taught how to interpret data, how to interact with it, and how to spot patterns, issues and anomalies. They are also taught to work from governed data sources and to stop keeping personal copies, so that personal silos are eliminated.

Design and quality. Every building needs standards. The pathway helps teams define theirs: agreed standards, key logic kept in one central place, a business data dictionary so everyone means the same thing by the same word, and calculations placed where they belong. It also covers using visuals to tell a story, designing semantic models well, and building efficient data pipelines.

Nobody takes the same tour of a new building. Visitors need signposts, staff need to know where their desks are, and the facilities team need to see behind the walls. The pathway works the same way, because each role needs different messaging and a different language.

Leadership. A two-hour briefing for small groups covers why Fabric, which problems it solves, the expected benefits, governance and data-driven culture, long-term strategy fit and the investment case. It also sets out what is needed from leadership: support, sponsorship and commitment.

All staff. A two-hour awareness briefing for groups of around twenty gives a non-technical explanation of what Fabric is, what it means for each person and what support is planned. It is backed by bite-size videos, simple guides, crib sheets and quick tips.

Stakeholders and governance roles. Two-hour Getting Started workshops cover Fabric from end to end for the business and the essentials of ownership, stewardship, quality control and security.

Report users and report creators. Report users take two two-hour workshops that build from basic skills to extended skills. Report creators take a one-day Getting Started overview covering data modelling and visualisation basics, followed by a one-day Next Steps course on exploring DAX.

Data engineers and administrators. Both begin with a one-day instructor-led Fabric overview, followed by deep-dive and specialist tracks that depend on current skills. Administrators add hands-on workshops, and data engineers can follow a certification route.

Within a large building, each floor has its own way of working. The pathway reflects that through fusion teams, each combining a business expert, an IT data expert and a data specialist, with a separate team for each business area. The same training cycle is repeated for each team: stakeholder training, then report creator training, then report user training. Material is tailored to each business process, so people learn Fabric using their own work and their own language.

Standard, tailored or bespoke. Standard courses are public scheduled courses that can be delivered at PTR or on your site, or run as a closed course for your team. Tailored courses are built from standard modules. Bespoke courses are designed around your systems and your data, with custom lab sessions using your own business data dictionary and semantic model.

Instructor-led or self-paced. Role-based courses run for one to five days with groups of up to eight, face to face or virtual. Bite-size e-learning of five to ten minutes, each with a single learning objective, suits refreshers and extending skills. Sessions can be recorded, so new starters can catch up at their own pace.

Training does not finish when the courses do. A new building needs a caretaker, and the pathway builds one in. User groups bring together people in similar roles from different parts of the business to share successes and challenges. Clinics are drop-in sessions led by a subject matter expert, giving people somewhere to take a question. Monthly bite-size refresher sessions cover new features, and a forum keeps conversations going between meetings.

As Microsoft Copilot and Microsoft Fabric agents begin to do real build work, the pathway is also where the skill of reviewing AI-built work belongs. We cover that in The Skill Nobody’s Trained For Yet: Reviewing What AI Builds.

PTR is vendor independent and a Microsoft Solutions Partner, with small class sizes and instructors who are subject matter experts. We can help you plan a pathway for your own Fabric adoption, from the first leadership briefing to long-term support. Contact the PTR team through our enquiries page, by email at info@ptr.co.uk, or on 0118 979 4000.