Agentic AI Energy Management
More megawatts for compute, within the power you already have.
EnergyFluo is TransGrid Energy’s agentic AI energy management system. It runs grid power, battery storage and on-site generation as one system, and optimizes the facility load behind them, at the site level and across your fleet.
The challenge
Data centers have become some of the most complex energy systems on the grid.
Power is now the constraint on AI infrastructure. Loads swing faster, margins for error are thinner, and every minute of downtime matters more. Yet many facilities still run like this:
Disconnected systems
Power, cooling and IT load live in separate tools, so no one sees how they affect each other.
Alarms without context
Operators start from a wall of signals, and diagnosis takes time.
Manual, cautious optimization
Savings and capacity are left on the table because every change has to be planned by hand.
What EnergyFluo is
One intelligent layer for every source and every load.
EnergyFluo sits on top of the power and cooling systems you already run. It integrates with them and never replaces them.
Power sources
Orchestration
The facility behind them
Agentic AI that orchestrates your power sources as one system and optimizes the load behind them.
- Orchestrates every power source
- Optimizes IT and cooling load
- Operators approve what runs
The goal: help operators put more megawatts to work for compute within the power they already have.
How it works
See. Diagnose. Optimize. Prove.
A simple operating loop that runs continuously, with people in charge at every step.
See
Live telemetry and KPIs for every site: capacity, availability, efficiency and priority alarms.
Diagnose
AI reads the alarm, names the likely root cause and points to the right procedure.
Optimize
Recommends actions in plain language and shows why each one is safe to approve.
Prove
Every decision is approved by an operator and recorded in an audit trail.
One view of your whole fleet.
It starts with a single picture of your sites: capacity, availability, efficiency and priority alarms, across every location. Spot the site that needs attention, then go straight to the cause.
- Fleet map with site health at a glance
- Capacity, availability and efficiency in one strip
From a wall of signals to an answer.
When something goes wrong, EnergyFluo AI reads the alarm, names the likely root cause with a confidence level, and points to the response procedure. Steps are checked against live telemetry, and operators can ask follow-up questions in plain language.
- Fault, diagnosis and advisory in one panel
- Ask EnergyFluo to dig deeper, in plain language
- A knowledge graph shows what each asset feeds and depends on
A unified model of how your equipment behaves.
From the utility feed through switchgear, UPS and distribution, to the chillers and airflow that keep the racks cool, EnergyFluo maps how everything connects. Data from any vendor’s equipment lands in one shared model.
- Interactive one-line power diagrams
- Floor plans with live status per rack row
- Vendor-agnostic by design
Product screens show illustrative data.
Built for operators
Answers first. People in charge.
- Plain-language recommendations, not raw data
- A response procedure linked to every alarm
- Nothing changes until an operator approves it
Optimize, with guardrails
EnergyFluo doesn’t stop at diagnosis. It recommends, and it shows its work.
Recommendations, such as pre-cooling ahead of a peak tariff, come with the exact change requested and why it is safe to approve. Nothing runs without operator approval, and every decision is recorded.
AI recommends
A change, with the reason behind it.
Guardrails checked
Ramp limits, N+1 redundancy and thermal bands.
Operator approves
A person decides. Always.
Action executes
According to your standard operating procedures.
Audit trail
Every action tied to the procedure that governs it.
Safety-certified by design. The technology behind EnergyFluo was among the first AI-enabled products globally to receive certification under UL 3115, the Outline of Investigation for Safety of AI-Based Products, in March 2026.
Open, local, always in your control
It connects to what you have. Your controllers stay in control.
EnergyFluo runs on site and connects over open protocols, while your building and equipment controllers keep real-time control and protection.
People
EnergyFluo
Your equipment
What it means for you
Put more of your power to work.
Lower operating costs
Energy optimization with potential savings of 5%–25%, depending on site configuration and operating profile.
More capacity for IT
Intelligent load optimization helps unlock additional capacity for critical IT load and may help defer infrastructure investment.
A flexible grid resource
Data centers can operate as flexible resources, helping ease grid constraints while creating value for operators and the grid.
Manage the fleet with fewer people
Centralized, fleet-wide oversight for multi-site deployments.
Savings at scale
Optimization at both the local and the fleet level adds up across sites.
Works across vendors
Optimizes energy resources across equipment and systems from multiple vendors.
Potential savings depend on site configuration and operating profile.
From TransGrid Energy
Software alone can’t add a megawatt. We build and run the power, too.
TransGrid Energy develops, owns and operates utility-scale generation and battery storage. EnergyFluo adds the intelligence layer that helps customers get more from the power they have.
Getting started
Start with a pilot.
You share read access to existing telemetry. TransGrid Energy handles the rest.
Discovery call
30 minutes on your sites, your stack and your success metrics.
One-month pilot
One facility, with full support. We build and run the integration, so there is no integration work on your side.
Phased rollout
Expand site by site, with a dedicated customer success team.
Optimize the complexity.
Talk to us about a pilot, or ask for a conversation with our energy team.