Schneider buys industrial-AI firm Cognite for $3.1bn


Schneider Electric is buying Cognite, a Norwegian-founded industrial AI company, for $3.1bn in cash. The French group wants software that can make factories and power grids think for themselves.

Schneider Electric said on June 30, 2026 that it had agreed to acquire all of Cognite in an all-cash deal worth $3.1bn. Cognite builds software that pulls messy industrial data into one place and lets AI act on it. Schneider plans to fold the company into Aveva, its own industrial software arm.

The purchase tracks a shift in what industrial AI does. For years it simply described life inside a plant, flagging a fault or charting output. Now it increasingly decides and acts. Schneider wants to own that move. “Cognite has built something rare, a truly industrial grade AI platform,” chief executive Olivier Blum said. He framed the deal as a way to put Schneider “at the centre of the next phase of industrial intelligence.”

What Cognite brings

A group of founders started Cognite in 2017. The company now employs more than 800 people across the Americas, Europe, the Middle East, and Asia-Pacific. Its platform pairs a unified data model and a knowledge graph with newer agentic AI tools. In plain terms, it cleans and connects the data pouring off machines. AI agents then run analysis and automate workflows on top of it.

Two products sit at the core. Data Fusion handles the messy job of modelling and contextualising engineering and operational data. Atlas AI adds the generative and agentic layer that automates tasks and speeds up decisions. On a factory floor, that can mean an agent spotting a failing pump, ordering the part, and scheduling the repair, with a human signing off. Schneider will bind both products to Aveva’s CONNECT platform, the Cambridge-based software unit it already owns. It wants one system to span the design, operation, and optimisation of industrial assets.

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Cognite has aimed its tools at asset-heavy industries such as oil and gas, power generation, and manufacturing. These sectors sit on decades of data they have rarely used well. The pitch turns that backlog into something an AI agent can read and act on. The same market draws data-software firms such as Palantir, which makes the race for the industrial data layer a crowded one.

The business grows quickly. Revenue passed $170mn in 2025, and recurring bookings rose 36 per cent. Cognite’s owners do well from the sale. Norway’s Aker, the investment firm that helped start the company in 2017, expects about $1.48bn in cash proceeds, including the settlement of a convertible loan, according to Bloomberg.

A European bet on the factory floor

The deal lands in the middle of a European push. Manufacturers across the region keep adding AI to their plants to lift efficiency and cut waste. Schneider’s rival Siemens chases the same shop-floor market. For Europe, industrial AI remains one of the few areas where the continent still holds an edge over the United States and China. Firms race to defend it.

Blum tied the logic back to energy. The energy transition demands intelligence, he argued, intelligence demands data, and unlocking that data demands AI. Schneider sells the hardware that runs the physical world. Cognite gives it the software to make that hardware smarter.

Schneider also counts as a quiet winner of the wider AI boom. Its shares have climbed 26 per cent in a year to record highs, as investors back the companies that supply the boom’s plumbing. It sells energy and cooling kit to the data centres that train and run AI models. That business grows fast, including in markets such as India.

Buying the software is the next step. Rather than build an industrial AI platform from scratch, Schneider does what many large firms now do, and snaps up a company that already has one. France has pushed hard to grow its own AI sector, from startups to state spending. Schneider ranks as the country’s fourth-largest company by value, worth about €165bn.

The catch

The deal has not closed yet. It still needs regulatory clearance, and the companies expect it to complete in the coming quarters. Industrial software remains a crowded field, and European software investors keep a close watch on which platforms win. Schneider is betting that whoever controls the data layer will control the factory.

If the bet works, Schneider gets to sell both the hardware and the brain that runs it. “We give them the ability to think, adapt, and act,” Blum said of the company’s systems. The promise is large. The proof will come on real factory floors, once the deal closes and the slow work of folding Cognite into Aveva begins.



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Recent Reviews


Microsoft has spent the last several years pushing Copilot and new user interface designs, which has meant that several great features included with Windows don’t get the recognition that they deserve. These are some of my favorites that will run on any Windows 11-compatible PC.

Clipboard history remembers everything you copy

Win+V replaces one of the oldest frustrations in computing

Windows’s default clipboard has been a source of minor but constant annoyance: it holds exactly one thing. If you copy something new, the previous item is wiped out. It is enough of a problem that multiple third-party apps were created to address the shortcoming.

Now, Windows has Clipboard History built in, though it isn’t enabled by default. To turn it on, press Windows+i, then navigate to System > Clipboard, and click the toggle next to Clipboard history.

Once it is enabled, you can press Win+V to view up to 25 items in your clipboard history, including text, images, and links.

If you have specific pieces of information you use daily—like an email signature, a common code snippet, or a home address—you should pin up some of those items. Pinned items persist between system reboots and clipboard history clears, which means you never have to hunt to find something when you need it.

You can even enable sync in the Clipboard settings, allowing your copied text to follow you between different PCs signed in to the same Microsoft account. Once you get into the habit of using Win+V, the standard copy-paste function will feel useless by comparison.

Voice typing actually works now

Win+H lets you write with your voice

Notepad with Windows Voice Typing popup visible.

Windows dictation software has a reputation for being clunky and difficult to use, but that isn’t the case anymore. Thanks to the improvements in AI that we’ve seen since 2024, voice typing accuracy has improved significantly, especially for technical vocabulary. You don’t have to spend your time manually fixing formatting either. The tool supports punctuation commands like “period,” “new line,” and “question mark,” which prevents your text from turning into a rambling mess.

To use voice typing, press Windows+H anywhere there is a text field.

While it isn’t a full replacement for high-end professional software, it is free, built-in, and more than good enough for long-form writing, taking down a sudden idea, or writing quick messages when your hands are full.

Snap layouts make window management effortless

Hover over the maximize button and pick a layout

Notepad with the Windows Snap Layout window visible.

You can manually drag windows to the edges of your screen to split your display up, but you’re doing more work than is necessary in most cases. Windows’ Snap Layouts allow you to instantly arrange your Windows into predefined halves, thirds, or quarters. Just hover over the maximize button on any window or press Win+Z.

One of the most practical aspects of this system is the Snap Group. If you snap a browser and a document side-by-side, Windows remembers them as a pair. When you Alt+Tab, you can bring the entire group back together.

Live captions transcribe any audio on your device

Real-time subtitles for anything you’re watching

You can enable real-time subtitles for any audio playing through your speakers by going to Settings > Accessibility > Captions, or by pressing Win+Ctrl+L. The audio is processed locally on your device; nothing is sent to the cloud, which is critical if you’re privacy conscious or if whatever you’re captioning demands confidentiality.

I’ve mostly taken to using it when it is too hot to wear my headphones. I can just toggle it on and keep watching without disrupting anyone around me.

There are some hardware requirements you need to meet. Basic same-language captioning works on any Windows 11 PC running 22H2 and up, but if you want real-time translation, you will need Copilot+ hardware with an NPU and at least Windows 11 24H2.


The NZXT Capsule Elite USB microphone sitting on a desk.


Windows 11’s voice typing convinced me to skip Wispr Flow and other premium apps

Windows lets me turn my rambling thoughts into notes without typing anything.

Dynamic Lock locks your PC when you walk away

Pair your phone via Bluetooth and your computer can lock itself automatically

I can’t count how many times I’ve stepped away from my PC only to think, “Dang, I forgot to lock my PC.”

Fortunately, Windows has an easy way to handle that automatically by pairing your phone with your PC. When your phone gets out of range (about 20 feet in my house, though your wall materials and layout will affect that), your computer will automatically lock after about 30 seconds. There is no need to install a separate app on your phone, the setup just uses the Bluetooth connection itself. While the 30-second delay means it isn’t a guarantee no one can access my PC, it does mean it won’t remain unlocked if I step away for a long time.

I especially like this feature when I’m working on my laptop in public.

You can enable Dynamic Lock by navigating to Settings > Bluetooth & devices and pairing your phone, then enabling Dynamic Lock in Settings > Accounts > Sign-in options.


Microsoft includes tons of great tools if you dig for them

These tools aren’t alone either. There are tons of practical tools buried in Windows, unappreciated and underutilized.

Each of these tools takes less than a minute to enable, but they can make a significant difference in your day-to-day workflow. It is worth the small investment of time to find them and set them up.

If you’re looking for even more advanced customization options, I’d recommend checking out Microsoft PowerToys. It gives you a huge range of fantastic tools that make Windows much more pleasant to use.



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