Energy
AI for energy and utilities
Asset-heavy operations, deep regulatory obligation and a workforce transition happening at the same time as a grid transition.
Energy operators manage physical assets, regulated tariffs and increasingly complex settlement, while a generation of operational expertise approaches retirement. The knowledge problem is as acute as the automation problem: decades of tacit judgement about how the network behaves lives in people, not systems. Magnigent captures that knowledge as executable process and runs it under supervision, on infrastructure that meets critical-national-infrastructure requirements.
Where it moves the needle
Four operations worth starting with
Outage and field operations
Fault correlation, crew dispatch preparation, customer notification and restoration reporting.
Billing and settlement
Meter-to-cash reconciliation, estimated read correction, tariff change rollout and market settlement disputes.
Regulatory and compliance reporting
Evidence assembly for regulatory submissions, licence conditions and environmental reporting.
Asset and maintenance operations
Work order triage, maintenance history synthesis and inspection report processing.
Getting started
Where we would start in energy
One process, one forward deployed engineer, ninety days.
Meter-to-cash exception handling, or work order triage.
Exceptions reconcile against a control total, which makes correctness provable. Work order triage is the fastest route to capturing retiring operational knowledge before it leaves.
Architecture review
One FDE and a solutions architect map your data estate, your existing models and your candidate processes onto the blueprint, and tell you plainly what is missing.
First process, supervised
The FDE embeds with the team that owns the process. One process reaches production in recommend-only mode, inside your infrastructure, with an eval suite behind it.
Measure, then decide
Cost per unit of work, quality against the eval set, and an honest account of the exceptions we got wrong. The results decide whether the programme continues.
Handover or managed operation
Your team takes ownership, or we keep running the operation against an SLA. Both are supported; the choice is yours and it is not structural.
Business operations
Most relevant to energy
Tech Ops
Incidents, change, infrastructure
Use casesProcurement Ops
Contracts, sourcing, vendors
Use casesRevenue Ops
Assurance, quote-to-cash, pipeline
Use casesOther industries: TelecomFinancial ServicesManufacturingInsuranceRetail
Let's talk about the first process
Tell us the operation that costs the most and is documented the least. We will tell you honestly whether it is a good first candidate.