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This Startup Is Using AI To Revive Failed Drugs: Here’s How It’s Attracting Investors

Ignota Labs, a startup with a unique approach to drug discovery, is using artificial intelligence to breathe new life into drugs that were once abandoned due to safety concerns. The company recently raised $6.9 million in seed funding, a significant sum that highlights the growing investor interest in AI-driven solutions for pharmaceutical innovation.

Led by CEO Sam Windsor, Ignota Labs targets drug candidates that were 80-90% developed but ultimately scrapped due to toxicity issues. Instead of reinventing the wheel, Ignota Labs acquires these “failed” drugs, diagnoses their safety issues using AI, and tweaks the compounds for another shot at clinical trials. Windsor believes this approach could save time and money compared to traditional drug development.

“Traditional drug discovery could cost upwards of $10 million and take seven to eight years just to reach clinical trials,” Windsor explained. “Our approach can achieve the same result in less than two years and for under $1 million.” This pitch resonated with investors, with Montage Ventures and AIX Ventures co-leading the seed round. Other investors, including Modi Ventures, Blue Wire Capital, and Gaingels, also participated.

Ignota Labs stands out in a crowded field of AI drug discovery companies. While many startups focus on creating entirely new drugs, Windsor’s team has chosen to concentrate on refining existing candidates that others have left behind. “In 2021, AI-driven drug discovery was exploding, but most of these companies weren’t addressing the drugs that had already been developed,” Windsor noted. He believes this oversight presents a valuable opportunity, particularly in safety science, which tends to be undervalued by many in the sector.

The company’s AI platform, which analyzes toxicity and suggests chemical modifications, is key to its success. Windsor points out that while safety science may not be the most glamorous part of drug development, it holds immense potential. “Safety is seen as a hurdle to overcome rather than the exciting end goal,” he said. “But this is where we see real opportunity.”

Now, with the fresh capital from the recent funding round, Ignota Labs plans to acquire additional distressed drug assets and advance its first drug—an Alzheimer’s treatment based on a PDE9A inhibitor—into early-stage trials.

Despite the challenging fundraising environment over the past two and a half years, Ignota Labs has found the right backers who believe in its innovative approach to breathing new life into old drug candidates. If successful, Ignota Labs could become a game-changer in the pharmaceutical industry, offering a cost-effective, accelerated path to clinical trials and potentially revolutionizing how the industry views “failed” drugs.

Webflow Strengthens Marketing Suite With Acquisition Of AI-Powered Vidoso

Strategic Acquisition For Enhanced Marketing

Webflow, a leading software platform for website building and hosting, has acquired AI-driven content-generation platform Vidoso to advance its suite of marketing offerings. The move signals Webflow’s strategic shift from being recognized solely as a website builder and CMS provider to emerging as a holistic, agentic marketing platform.

Integrating AI With Content Creation

Vidoso, founded in 2024, uses large language models to help organizations generate marketing materials such as images, presentations, video clips, blog posts and social media content. One of the platform’s features allows users to convert long-form content, including keynote presentations or panel discussions, into shorter formats such as video clips and blog posts. Following the acquisition, Vidoso’s four-person team will join Webflow, and the technology is expected to be integrated into the company’s broader content and marketing tools

Driving Operational Efficiency In A Competitive Market

Webflow has raised more than $330 million in funding and has previously expanded its marketing capabilities through acquisitions and partnerships. Earlier initiatives included the acquisition of personalization platform Intellimize and the launch of integrations with advertising platforms such as Google Ads. The company is operating in an increasingly competitive market as startups develop AI tools for marketing automation. Competitors in this space include companies such as Kana, Hightouch and Blueshift. Webflow CEO Linda Tong said the company aims to build a platform that connects brand management, demand generation, product marketing and content development within a single system.

Closing The Gap With Branded AI Content

Vidoso’s CEO, Sharad Verma, explained that earlier iterations of AI delivered generic content that lacked alignment with individual brand systems. “Frontier models are trained on the average of the internet, not on the specifics of your brand,” Verma stated, emphasizing how Vidoso’s platform addresses this shortfall by ensuring consistent, governed, and production-ready content that aligns with existing marketing workflows.

A Forward-Looking Vision

Webflow views the acquisition as part of a broader shift toward AI-assisted marketing tools that combine content creation with performance insights. According to Tong, integrating these capabilities into a single platform allows companies to create marketing assets while analyzing their performance and refining future campaigns.

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