Asset intelligence
Condition-based maintenance and risk-ranked asset investment across the network.
Industry
AI for Energy & Utilities
Improve asset reliability and reporting accuracy with AI across field, grid, and corporate systems.
- 30%faster outage restoration workflows
- 25%maintenance cost reduction on covered assets
- 100%audit-ready sustainability reporting
Capabilities
AI for critical infrastructure
Asset intelligence and sustainability reporting for energy and utility enterprises.
Outage and field ops
Storm response, crew coordination and restoration intelligence in real time.
Sustainability reporting
Emissions data collection and regulatory reporting automated with lineage.
Safety and compliance
Procedure guidance, permit checks and incident analysis with full traceability.
How we deliver in energy
Reliability, safety and the regulator satisfied
Utilities balance aging assets, extreme weather and rising scrutiny. AI helps on all three — built to critical-infrastructure standards.
Asset management
Spend where the risk actually is
Condition data, inspection records and failure history fused into risk-ranked asset intelligence — maintenance and capital directed by evidence, defensible to regulators.
- Condition-based maintenance across asset classes
- Risk-ranked capital planning support
- Inspection intelligence from field imagery and notes
99.9%Uptime
1.2sp95 latency
$0.021Cost / task
QualityCostLatencyDrift
Operations
Storm response with a faster brain
Outage prediction, damage assessment from field data, crew dispatch optimization and customer communications — coordinated as one flow when minutes matter.
- Outage prediction from weather and asset data
- Restoration prioritization with crew optimization
- Proactive, accurate customer communication
Invoice exception workflowRunning
✓Extract invoice fields1.1s
✓Match against PO0.6s
Resolve mismatch with agentrunning
·Post to ERPqueued
Compliance
Reporting that assembles itself
Emissions, reliability and regulatory reporting compiled from source systems with full lineage — filings that used to take quarters take days, and every number traces back.
- Automated data collection across source systems
- Lineage from filing line-item to raw source
- Audit-ready documentation continuously maintained
Groundedness
96%
Safety
100%
Task success
93%
Tone & format
91%
CI gate passedrelease promoted to production
Use cases
Where utilities deploy AI with us
Predictive asset maintenance
Transformers, lines and plant assets monitored for failure risk.
Storm and outage ops
Prediction, damage assessment and restoration coordination.
Field crew copilots
Procedures, permits and asset history in the truck.
Vegetation management
Imagery-driven risk ranking for trim programs.
ESG and regulatory reporting
Emissions and reliability filings with full lineage.
Customer service AI
Billing, outage and program questions resolved across channels.
Delivery
Industry-first delivery
Every engagement is grounded in your domain — regulations, operating models, and the use cases that actually move the needle.
- Domain-ready use cases
- Compliance-aware design
- Ops & CX impact
- Reusable industry playbooks
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1
Map the domain
Identify high-ROI workflows and risk boundaries.
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2
Prioritize use cases
Score impact, feasibility and data readiness.
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3
Pilot with guardrails
Ship a controlled production pilot fast.
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4
Scale across ops
Expand to adjacent processes with shared platforms.
Our last rate case included AI-derived asset risk evidence — the commission's technical staff dug into the lineage and it held. That credibility is worth as much as the cost savings.
Works with your stack
Fits your operational estate
SCADA-adjacent, GIS, EAM and CIS systems integrated with critical-infrastructure security patterns.
- OSIsoft PI
- Esri ArcGIS
- SAP
- Maximo
- Oracle CIS
- GE GridOS
- Azure
- AWS
- Databricks
- Anthropic Claude
- OpenAI
- Kubernetes
FAQ
Common questions
How do you approach NERC CIP and OT security?
AI systems stay on the correct side of the electronic security perimeter — read-only data flows from OT through approved gateways, no control-path writes, and personnel/access requirements per your CIP program.
Can AI outputs support rate cases?
Yes, if they're explainable and lineage is complete — that's how we build. Risk rankings and investment recommendations come with the evidence trail regulatory proceedings demand.
Where do utilities usually start?
Asset intelligence or field copilots — both deliver measurable value inside a year without touching control systems, and they build the data foundation for everything after.
How does this handle extreme weather events?
Storm modes are designed in: pre-event prediction and staging support, surge-capacity architectures for event-time load, and post-event learning loops.
Next step
Modernize the grid's intelligence layer
Start with the assets or the storms — we'll bring critical-infrastructure discipline either way.