The future is klar.
Intelligence for the energy system, from the clear side of tomorrow.
The problem with knowing
Every second, the energy system tells a story: in grid frequencies and market ticks, outage notices and weather runs, tanker routes and regulatory filings. Most of it arrives late, half of it contradicts the rest, and nobody reads it all. We built a system that does.
The system
Everything in. One clear picture out.
Thousands of signals stream into a living model of the energy system. Agents reconcile what disagrees, flag what matters, and push it to the screens of the people who act on it.
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Ingest
Listen to everything
Grid and market feeds, outage notices, forecasts, documents and news. Every byte kept exactly as it arrived, so nothing is ever lost or quietly rewritten.
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Reason
Understand it like an analyst
A living ontology connects plants, grids, fuels, companies and events. AI agents weigh every claim against every other and keep track of what is certain and what is not.
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Brief
Show it, live
Custom dashboards and alerts built around your desk, your assets and your questions, updating the moment the world changes.
The ontology
A model of the energy system that remembers who said what, and when.
At the heart of dataKlar is an ontology: every power plant, interconnector, storage site, company and event as one connected object. Every fact about them is a claim with a source and a timestamp.
So the system can answer questions no spreadsheet can. What did we know at 06:00? Which sources disagree right now? What changed since your last decision?
- Nothing overwrittenThe full history of every fact, replayable to any moment.
- Disagreement is a signalWhen sources conflict, you see it first, with the evidence.
- Uncertainty shownEvery estimate carries its confidence, never a false precision.
- Identity resolvedOne asset, many names across sources, matched with reasons.
The agents
A workforce that never sleeps.
dataKlar is designed, run and continuously improved by AI agents. They do the work that used to take a floor of analysts and a building of engineers, around the clock.
- Watchers
Monitor every feed, notice the moment one goes quiet or changes shape.
- Verifiers
Cross-examine sources and escalate the contradictions that matter.
- Engineers
Repair and extend the system themselves, and prove every change before it ships.
- Analysts
Write the briefing: what moved, why it matters, and what to watch next.
Built for the desk
Your screen, your questions, live.
Trading desks, energy companies, asset owners and grid planners each see the world differently. dataKlar builds the live view around how you decide: the assets you hold, the spreads you trade, the risks you carry.
Request a briefing.
We work with a small number of partners across trading, utilities and energy infrastructure. Tell us what you need to see clearly.
contact@klarluft.com