Your data already
knows.
Prism is what
gets it to talk.
Prism sits across every meter, sensor, bill, log, and work order you already produce — and reconstructs your operation as a Live Graph: every facility, line, machine, and cost center on one model — a live, ML-reconciled view of the operation. The graph is the substrate. On top, seven analytical primitives chain into thousands of workflows — detecting, tracing, simulating, quantifying, and acting on what would have taken a cross-functional team six weeks to surface manually.
One model of the operation.
Everything else runs on top.
Every industrial operation already generates the data it needs to run better — meters, sensors, bills, logs, work orders, SCADA, historians. The problem isn't data. The problem is that no two systems agree, most of it never reaches the people making decisions, and the part that does arrives too late to act on.
Prism is the intelligence layer that sits across all of it. It reconstructs your operation as a Live Graph — every facility, line, machine, and cost center on one continuously reconciled model — and runs seven analytical primitives on top: Ingest, Model, Detect, Trace, Simulate, Quantify, Act. Together they turn raw telemetry into quantified, traced, defensible findings your team can act on the same shift.
The rest of this page walks through it in order: what current tools miss, how the Live Graph works, who it's for across the value chain, the impact you should expect, how it compares to the alternatives, and how it stays auditable. Read straight through, or jump to the section that matters to your seat.
A conveyor at Terminal 3 draws 8% over baseline. Every current tool shows you that. None of them show you what comes next.
The conveyor feeds the packaging line. The packaging line backs up into cold storage. Cold storage starts cycling. The electrical draw migrates three floors away.
Prism traces the cascade through the Live Graph — from the first anomalous amp to the cost center it lands in and the P&L line it hits. Automatically. While it's still happening.
Your current platform says “anomaly detected.” Your CFO doesn't act on anomalies. They act on dollars.
Every Prism finding ships with a quantified range, a confidence tier, and a counter that accumulates every second the finding sits unresolved. The number that makes the CFO act.
Legacy tools flag everything. Your team muted the channel six months in.
Prism requires every finding to survive a chain of independent checks before it surfaces. When a finding reaches your desk, it has already earned the trip.
by defaultnoise stays noise
A full-fidelity model of the plant and the world around it — shared across every team, updated as reality does.
The Live Graph is the heart of Prism. A living, coordinated representation of every facility, line, machine, meter, contract, price curve, and crew — with the relationships between them tracked as the operation runs. Every Prism workflow reads from the graph, writes back to it, and can be composed from the same seven primitives on top.
- Asset & equipment objects
- Process & line lineage
- Cost-center ownership
- Contract & tariff coverage
- Real-time sensor & meter streams
- Control-loop state & setpoints
- Event, alarm & work-order history
- Physics-based model outputs
- Quantified deviations, not anomalies
- Counterfactual P&L on every action
- Full uncertainty bounds, never point
- CFO-defensible, audit-traceable
Compose it. Instrument it. Operate through it.
Seven primitives. Every workflow chains from them.
Seven primitives that compose into thousands of workflows — configured per-domain, not rewritten. The same substrate that models a steam trap leak at a refinery models a cooling anomaly at a data center. Hover each to see what it does.
One graph for the operation. Every vertical where energy is first-order.
Prism is purpose-built for any operation where energy isn't a footnote. Energy companies running the value chain. Hyperscalers and industrials where megawatts are the constraint on growth. Operators who need to make their plant more legible, more confident, more directly manipulatable — and who treat the savings that follow as the natural consequence, not the brief.
Click a vertical to see what Prism monitors, what it lets you simulate, and what it helps you operate toward.
An AI-powered intelligence platform for the entire operation.
A full-fidelity digital rendering of the business — every asset, every flow, every contract, every decision, from the largest turbine to the smallest meter — reconciled live and built to be acted on. Enterprise data platforms give you a warehouse. Vendor systems give you a silo. Prism is the substrate underneath.
| Capability | ● Caelon Prism | Enterprise data platforms | Vendor BMS / OT incumbents | Carbon accounting tools | Bill / benchmark software |
|---|---|---|---|---|---|
| Vendor-agnostic ingest | ● Full | ● Full | ◐ Own hardware only | ○ No | ◐ Bills only |
| Cross-checked findings · no noise | ● Built-in | ◐ Build your own | ○ Threshold alerts | ○ N/A | ○ Threshold alerts |
| Quantified recommendations, not charts | ● On every finding | ◐ If you build it | ○ No | ○ No | ○ No |
| Autonomous action + safety bounds | ● First-class | ○ No | ◐ Within own hardware | ○ No | ○ No |
| 3D explorable operational clone | ● Included | ◐ DIY | ◐ Partial | ○ No | ○ No |
| Private API, MCP, SDK for custom apps | ● Day one | ◐ Enterprise only | ◐ Limited | ◐ Limited | ○ No |
| Exports to your existing BI / reporting | ● Plug-and-play | ● Yes | ◐ Partial | ◐ Partial | ◐ Partial |
| Time to stand up | Weeks | Many months | Months | Weeks | Weeks |
| Embedded engineers required | ○ No | ◐ Often | ◐ Often | ○ No | ○ No |
Deterministic math. Full lineage. Zero black box.
Every finding ships with its data lineage, the checks it survived, the scenario assumptions it rests on, and the exact code version that produced it. Rerun the number five years later. Get the same number. Byte-identical. That's what audit-grade regulated industries require — and what no black-box AI tool can provide.
Certifications current as of Q1 2026. SOC 2 Type II audited annually by [auditor].
Every Prism primitive, named.
The flat list. No icons. No marketing. Each one is a thing in the product, documented, tested, and composable with the rest. Every workflow in Prism is one of these — or a chain of them — applied to the Live Graph.
Your operation runs itself better when you can see it, trust it, and act on it.
Tell us about the operation. We'll get back to you with the right next step — a working session, a technical deep-dive, or a conversation with the team already solving what you're solving.