Evolve the operating model.
Modernise enterprise systems and data foundations across distributed assets, field operations and customer services.
Energy & utilities / Industry perspective
Intelligence across a complex estate.
Connect asset knowledge, service operations and trusted data while respecting operational technology boundaries.
Explore the opportunities01 / Start where you areOne industry.
One industry.
Different routes forward.
Build the product and its foundations.
Build an energy or climate technology product with reliable telemetry, auditable calculations and a repeatable deployment model.
02 / Practical opportunities
What we could build together.
Each direction starts with a bounded workflow and an agreed measure of usefulness.
Find the knowledge behind the asset.
Build cited search across asset documentation, work orders and approved procedures. Assist engineering analysis while preserving expert review and version history.
Measures to agreeRetrieval accuracy · research time · document freshness
Service through busy periods.
Connect voice agents to billing enquiries, service appointments and approved incident information. Route emergencies and safety-related calls through defined human channels.
Measures to agreeService completion · escalation success · queue pressure
Separate the boundaries. Connect the services.
Engineer AWS foundations, private connectivity, EKS services and recovery for enterprise workloads. Keep operational control networks separately governed.
Measures to agreeRecovery readiness · configuration drift · service reliability
From telemetry to a trusted decision.
Build governed telemetry and enterprise data products for asset analytics, demand planning and reporting. Track lineage and quality behind material calculations.
Measures to agreeTelemetry coverage · data lag · reconciliation quality
The design responsibilityProgress needs
Progress needs
clear boundaries.
Operational control and safety procedures take precedence over generated guidance. Any connection to operational technology requires separately agreed security and engineering controls.
How we approach trust03 / The engineering behind itA connected practice.
A connected practice.
A deliberate technology choice.
AWS is our first choice for cloud foundations. We bring OpenAI, Databricks and ElevenLabs into the design where their capabilities serve the workload. Integration with the customer’s existing systems remains part of the work.
Where to startFind the first workflow
Find the first workflow
worth changing.
A working conversation about the opportunity, the constraints and a useful first step.