Product
Close the gap between
knowing and doing
Most data teams are still answering questions one ticket at a time. Your new job is to build and run the system that answers those questions, continuously and at scale – without adding headcount. That means getting the necessary buy-in from leadership, your team and end-users. The technology is already available. Now you need people to change.
Change the purpose
Leadership needs to own the transformation, not just approve the budget. Your challenge is to sell the vision of a more intelligent organisation, while setting expectations for what a lean team can actually deliver.
Change the process
Your team needs to stop acting like a support function and start operating like product builders. That means getting people to face outwards, embrace ambiguity and embed agents into everyday operations.
Change the product
End users need to trust and use what gets built. That means getting better at saying no - and ensuring products are designed for adoption, that insights drive action, and impact is measured, not assumed.
“Change is and will remain the only constant. Transformation needs to be considered a capability, not a destination.”
Engramic — Encoding change, 2026
Approach
Energising. Exacting. Enduring.
Framing change
Assess the opportunity and build the business case. We articulate the benefits and align leadership around the need for investment in people as well as AI.
Month 1Planning change
Scope the transformation and assess the risks. We outline the communications, training and measurement plan. All you need to ignite interest and ensure action.
Month 2Embedding change
Develop new AI skills and agentic workflows. We coach and coordinate with trusted partners, giving you and your team the confidence and capability to change.
Months 3–5Sustaining change
Optional ongoing support. We can operate as your accountability partner, with regular check-ins and tactical course corrections to ensure you continue to evolve.
Months 6–12About Engramic
Steven Elliott
Principal Consultant
I'm a change practitioner and commercial leader with first-hand experience of helping data teams make the transition from order takers to system builders. With 30 years in business, 15 leading digital, data and analytics consultancies, I've steered teams through multiple transformations and know what it takes to make change stick. Engramic was founded on the belief that sustainable change requires influencing and investing in people, not just tools and technology.
Associates and partners
Partners with deep AI expertise who ground transformation in technical reality. While I bring commercial and change capability, they provide model selection, feasibility assessment, and research depth.
Trusted AI engineering partners who build production-grade systems. From cloud infrastructure to ML pipelines, they handle the technical implementation while we focus on capability building and change.
Specialist training providers for Python, data engineering, and machine learning fundamentals. They deliver deep technical upskilling while we embed the workflows and behaviours that make it stick.