Energy
Energy organizations balance reliability, safety, regulation, market volatility, and rising customer expectations across fragmented OT and IT systems. Datafi unifies the operational picture so AI can reason and act across the enterprise.
Energy companies aren't short on data. AI initiatives stall because operational data is fragmented, decisions are siloed, and governance can't keep pace.
OT systems, historians, SCADA, ERP, asset management, GIS, maintenance, finance, and customer records all contain partial truth. Employees struggle to see the full picture because data remains disconnected by function, team, or workflow.
Decisions depend on a mix of operational, financial, regulatory, and workforce data that lives in different systems owned by different teams. The people closest to the problem rarely have access to the full context they need.
AI can't introduce risk or break process discipline in an industry managing regulated environments, critical infrastructure, and sensitive decisions. Expanding AI requires governance, observability, and policy-driven control built in from day one.
The Operating System
A vertically integrated data and AI stack that unifies OT and IT, applies governance at every layer, and delivers AI capabilities through an interface every role can use.
1 unified
Data Experience
Every employee interacts with the complete operational picture through a single interface
100% governed
By Design
Policies, controls, permissions, and oversight built into every AI interaction
OT+IT connected
Full Context
Historians, SCADA, ERP, GIS, maintenance, and finance systems unified
Every role
Enterprise Wide
Plant managers, traders, dispatchers, compliance leads, and field supervisors
Use Cases
AI that operates across OT and IT systems: monitoring assets, accelerating response, ensuring compliance, and supporting commercial decisions with full operational context.
Asset Performance & Predictive Maintenance
Connect asset history, work orders, performance trends, and technician notes to surface early warnings. AI agents analyze patterns across the fleet to recommend interventions before unplanned downtime occurs.
Asset history and work order correlation
Performance trend analysis across the fleet
Early warning detection and risk scoring
Maintenance prioritization and scheduling recommendations
Operations & Incident Response
Bring together live conditions, resource availability, and established procedures to accelerate response. AI agents coordinate information across systems so operators can act decisively during outages and incidents.
Real-time condition monitoring and alerting
Resource availability and crew dispatch optimization
Procedure-guided response recommendations
Post-incident analysis and reporting automation
Regulatory Compliance & Reporting
Coordinate information from multiple systems into auditable, traceable compliance workflows. AI agents reduce the manual burden of evidence gathering, report assembly, and regulatory submissions.
Automated evidence gathering across systems
Audit-ready report generation and tracking
Regulatory change monitoring and impact analysis
Compliance status dashboards and gap identification
Commercial Planning & Energy Trading
Make operational data and market intelligence visible in the same environment. AI agents support trading decisions, portfolio optimization, and scenario planning with full enterprise context.
Market price tracking and position management
Portfolio optimization and risk assessment
Scenario analysis with operational constraints
Demand forecasting and generation planning
Enterprise Benefits
When operations, trading, compliance, and field teams use different systems and different assumptions, decisions become slower and riskier.
A unified data experience makes it possible to find, trust, and act on the same operational truth everywhere, reducing friction across the entire decision cycle.
Real-time operational context available to every role without chasing data across systems
AI reasons across the full picture: OT, IT, financial, and regulatory data together
Governed workflows ensure repeatable, auditable processes across the enterprise
Less time reconciling systems and more time applying judgment where it matters
The Platform
Every layer of the Datafi platform serves a role in turning AI from isolated experiments into enterprise-wide operational capability.
Outcomes
Transformative outcomes in energy don't come from better dashboards. They come from AI that can action data across the full operational picture. Governed, auditable, and trusted.
Predictive maintenance, governed workflows, and full audit trails reduce the likelihood and impact of failures across critical infrastructure.
AI agents assemble context in minutes, not hours. Incident response accelerates, compliance cycles shorten, and teams act before issues escalate.
A unified, governed platform that compounds value with every new use case, building institutional capability instead of isolated experiments.
A practical, scalable path to lower risk, faster response, and a stronger operational foundation, powered by AI designed to do more than talk.
See how Datafi can transform your business AI strategy in a personalized walkthrough.