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Fiddler AI is a startup that makes a platform that monitors and tests machine learning systems. The startup has raised a total of $47 million in funding to date. Some of the investors include Lockheed Martin, Lux Capital, The Alexa Fund, and Bloomberg Beta. Previously, the company raised a seed round of $14.2 million.
The startup specializes in explaining how machine learning works. The Fiddler platform uses game theory concepts to explain how different factors affect an algorithm’s results. It also offers useful products to enterprise customers. It can be used for clinical diagnosis, industrial operations, and fraud detection.
As machine learning (ML) models become increasingly complex, it becomes harder to keep track of them. The startup’s platform can detect accuracy drops, enabling companies to track and optimize system performance. With Fiddler, developers can examine how the AI processing their data, and create reports that help them comply with regulations.
The tool uses an integrated gradients method, which requires the developer to supply the system with slightly modified versions of the same data. This gives the machine the opportunity to learn what’s good and what’s not. By comparing the two sets, the algorithm can catch erroneous results that can affect its accuracy.
Sanas ai, a Palo Alto-based accent translation technology startup, recently raised 32 million dollars in a Series A funding round led by Insight Partners and GV. The company plans to use the funds to increase its global operations and accelerate its research and development efforts. The company also announced it was opening a headquarters in India. This will strengthen its international reach and provide it with a trove of developer talent.
Sanas ai is a pioneer in real-time accent translation technology. Unlike traditional language translation apps, the company’s technology plays back translated sentences in the user’s voice. This is done by matching phonemes and translating sentences in culturally-accurate accents. The company says it has found traction with some of the world’s biggest customer service providers. This includes insurance giant Assurant and BPO leviathan Alorica.
Sanas has been able to achieve this feat by feeding thousands of hours of speech into its algorithm. This process helps it understand which accents to translate to. The company says it can be used for video calls, interactive services, and other voice-based applications. Its software is currently compatible with 800 communication apps. The company will expand its team by 300% in the second quarter of 2022.
Investing in ai
If you’re interested in investing in AI, there are plenty of opportunities available. You can get involved in a company that uses machine learning to make sense of big data, or you can partner with researchers who are working on developing new technologies. These companies can be useful to your business in many ways.
Specifically, you can invest in AI that helps answer questions about health, such as whether a person is pregnant or has diabetes. The company XUND has developed a system to do just that. It’s been medically certified and CE marked. You can also get involved in a medical device company called ImVitro, which develops products for IVF imaging. It’s founded by Alexandra Boussommier Calleja and Maryame Boulhajat.
You can also get involved with startups in the financial space. You can invest in a venture capital fund called AI Ventures, which invests in startups that use deep technology to solve business problems. You can also participate in a funding round led by Insight Partners. Insight Partners is a global private equity firm that’s focused on technology. Its investment teams are based across the world.
You can also consider investing in a startup that’s focused on generative AI. It’s a type of artificial intelligence that automatically generates other marketing materials, such as promotional blog posts.