Technology
Tengo untangles the chaotic world of public sector procurement with artificial intelligence

To have uses artificial intelligence to look, evaluate and reply to public tenders. It’s a software-as-a-service tool that helps corporations handle large-scale public tenders – kind of like that Govly in the USA Originally created in a startup studio Hexthe startup raised a €3 million funding round led by Point nine ($3.2 million at today’s exchange rate).
For most corporations, public tenders represent a big, untapped market because they require significant resources. In France alone, there are over 200 platforms where public tenders happen. Even should you discover opportunities, it can take time to create a solid application.
That’s why many corporations outsource this sort of work to freelancers or consulting corporations. However, Tengo believes that technology has the potential to simplify the entire public procurement value chain.
“In France, the government spends half a billion euros every day – government in a broad sense, including ministries, regions, departments, parapublic agencies, cities, etc.” Tengo co-founder and CEO Hugues Renou told TechCrunch. “Specifically, it’s about roundabouts, school chairs or a training service.”
Customers first create a public tender data file, defining their criteria. Tengo then scans all public portals hosting tenders to seek out latest tenders that meet these criteria.
Public tenders are often extremely precise to avoid corruption or overspending. So corporations often read documents that will be as much as 50 pages long and describe what the government is in search of.
One of Tengo’s clients is Open classrooms. “Tenders for training are published every day. However, they are only interested in training courses that are 100% online,” Renou said. Instead of analyzing documents, Tengo routinely identifies this element and 40 other criteria.
As you may guess, Tengo uses artificial intelligence to research the information contained in these documents. It can highlight key elements, but in addition confer with essential pages.
Like many modern software-as-a-service tools, Tengo also acts as a central repository for all things related to public procurement. Companies get an summary of all their current applications. Employees can add comments and share the offer with one other team member. Tengo customers may receive notifications about upcoming offer expiration and extensions.
And when it’s time to use, Tengo has built-in AI integration to generate documents. I’m sure many corporations already use ChatGPT or one other LLM-based chat assistant to take part in public tenders. But with Tengo integration, you don’t have to change to a different service.
Ultimately, Tengo hopes that many of Tengo’s customers will find a way to cooperate and submit a joint application to the public tender. “The government encourages SMEs to bid for public contracts because they have a level of expertise that large companies do not have, but also because it is a way to use public money to finance many more businesses in the economy,” Renou said.
The startup remains to be in its early days, having attracted only a number of dozen customers. But the company’s early clients include OpenClassrooms, Citron, Theodo and Carrefour Pro. Now let’s examine if this may turn working on this product right into a successful business, because in France there are over 40,000 corporations collaborating in public tenders.
Technology
PO clarous Director General Zoom also uses AI avatar during a quarterly connection

General directors at the moment are so immersed in artificial intelligence that they send their avatars to cope with quarterly connections from earnings as a substitute, a minimum of partly.
After AI Avatar CEO CEO appeared on the investor’s conversation firstly of this week, the final director of Zoom Eric Yuan also followed them, also Using his avatar for preliminary comments. Yuan implemented his non -standard avatar via Zoom Clips, an asynchronous company video tool.
“I am proud that I am one of the first general directors who used the avatar in a call for earnings,” he said – or fairly his avatar. “This is just one example of how Zoom shifts the limits of communication and cooperation. At the same time, we know that trust and security are necessary. We take seriously the content generated AI and build strong security to prevent improper use, protect the user’s identity and ensure that avatars are used responsibly.”
Yuan has long been in favor of using avatars at meetings and previously said that the corporate goals to create Digital user twins. He just isn’t alone on this vision; The CEO of transcript -powered AI, apparently, trains its own avatar Share the load.
Meanwhile, Zoom said he was doing it Avatar non -standard function available To all users this week.
(Tagstranslat) meetings AI
Technology
The next large Openai plant will not be worn: Report

Opeli pushed generative artificial intelligence into public consciousness. Now it might probably develop a very different variety of AI device.
According to WSJ reportThe general director of Opeli, Altman himself, told employees on Wednesday that one other large product of the corporate would not be worn. Instead, it will be compact, without the screen of the device, fully aware of the user’s environment. Small enough to sit down on the desk or slot in your pocket, Altman described it each as a “third device” next to MacBook Pro and iPhone, in addition to “Comrade AI” integrated with on a regular basis life.
The preview took place after the OpenAI announced that he was purchased by IO, a startup founded last 12 months by the previous Apple Joni Ive designer, in a capital agreement value $ 6.5 billion. I will take a key creative and design role at Openai.
Altman reportedly told employees that the acquisition can ultimately add 1 trillion USD to the corporate conveyorsWearing devices or glasses that got other outfits.
Altman reportedly also emphasized to the staff that the key would be crucial to stop the copying of competitors before starting. As it seems, the recording of his comments leaked to the journal, asking questions on how much he can trust his team and the way rather more he will be able to reveal.
(Tagstotransate) devices
Technology
The latest model AI Google Gemma can work on phones

It grows “open” AI Google, Gemma, grows.
While Google I/O 2025 On Tuesday, Google removed Gemma 3N compresses, a model designed for “liquid” on phones, laptops and tablets. According to Google, available in a preview starting on Tuesday, Gemma 3N can support sound, text, paintings and flicks.
Models efficient enough to operate in offline mode and without the necessity to calculate within the cloud have gained popularity within the AI community lately. They will not be only cheaper to make use of than large models, but they keep privacy, eliminating the necessity to send data to a distant data center.
During the speech to I/O product manager, Gemma Gus Martins said that GEMMA 3N can work on devices with lower than 2 GB of RAM. “Gemma 3N shares the same architecture as Gemini Nano, and is also designed for incredible performance,” he added.
In addition to Gemma 3N, Google releases Medgemma through the AI developer foundation program. According to Medgemma, it’s essentially the most talented model to research text and health -related images.
“Medgemma (IS) OUR (…) A collection of open models to understand the text and multimodal image (health),” said Martins. “Medgemma works great in various imaging and text applications, thanks to which developers (…) could adapt the models to their own health applications.”
Also on the horizon there may be SignGEMMA, an open model for signaling sign language right into a spoken language. Google claims that Signgemma will allow programmers to create recent applications and integration for users of deaf and hard.
“SIGNGEMMA is a new family of models trained to translate sign language into a spoken text, but preferably in the American sign and English,” said Martins. “This is the most talented model of understanding sign language in history and we are looking forward to you-programmers, deaf and hard communities-to take this base and build with it.”
It is value noting that Gemma has been criticized for non -standard, non -standard license conditions, which in accordance with some developers adopted models with a dangerous proposal. However, this didn’t discourage programmers from downloading Gemma models tens of tens of millions of times.
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(Tagstransate) gemma
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