FDEs who can work with operational data.
Energy and utility data lives in control systems, historians, asset registers and field tools, often behind segmented networks. Forward deployed engineers here have to get to that data safely before they can build anything on it.
Where FDEs help
Typical problems in energy and utilities
Forecasting
Demand, load, generation and throughput forecasts that operators trust.
Asset performance
Finding equipment that is under-performing, and what it is costing.
Scheduling and dispatch
Decisions made with a current view of the network, not yesterday's.
Field operations
Work orders, inspections and crews, with AI that fits how the field works.
Systems
The systems they need to know
We match engineers who have worked with the systems in your brief, not only the programming languages.
- SCADA and control systems
- Process historians
- Asset management (EAM)
- GIS
- ERP
- Outage and work management
- Market and trading systems
What a good FDE here understands
- Why operational networks are segmented, and how to work within that
- Time-series data at high frequency
- Safety and regulatory constraints on what can be automated
- How operators and dispatchers actually decide
Roles
Roles we place in energy and utilities
Forward Deployed Engineer
Builds and ships AI applications and agents inside your systems.
About this roleForward Deployed AI Engineer
Makes model behavior reliable in production: evaluation, retrieval, guardrails.
About this roleForward Deployed Data Engineer
Gets your data into a state AI can use: pipelines, quality, access.
About this roleForward Deployed Infrastructure Engineer
Deploys and runs AI platforms in hard environments: private, on-premises, regulated.
About this roleDeployment Strategist
Finds the problem worth solving, sets the measure, and drives adoption.
About this roleFDE Hubs
A deployment strategist with a small team of engineers, working as one unit.
About this roleHire FDEs
Tell us the problem. We will match the engineers.
Someone who understands forward deployed work reads every brief and replies with a view on the engineers you need, how many, and the hiring option that fits.