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Knit Secures $16.1M Series A to Redefine Enterprise Insights with Researcher-Driven AI

Knit Secures $16.1M Series A to Redefine Enterprise Insights with Researcher-Driven AI

August 15, 2025 Craig Etkin

With $30M+ in total funding, Knit delivers human and AI-powered insights to leading enterprises including Amazon, NASCAR, Mars Wrigley, and Overtime to make smarter, faster data-powered decisions

AUSTIN, Texas, July 31, 2025 /PRNewswire/ — Knit, the AI-powered platform transforming how enterprises conduct consumer research, today announced it has raised $16.1 million in Series A funding. The round was led by GFT Ventures and Ashton Kutcher’s Sound Ventures with continued participation from Silicon Road Ventures, Osage Ventures, Rise of the Rest, and others. Notable angel investors such as David Kirk, former Chief Scientist at NVIDIA, and Gokul Rajaram, founding partner of Marathon Management, also participated in this round.

Knit’s platform enables users to run custom research and receive “report-ready” insights within days that are driven by generative AI and human expertise. Traditional research solutions like market research agencies often provide industry insight but can be slow and costly. Meanwhile, new AI tools promise speed and affordability, but frequently lack depth and substance. Knit addresses these challenges by elevating, not replacing, the researcher to deliver high-quality insights at the pace modern teams demand.

“Today’s enterprise researchers are being asked to do more with less,” said Aneesh Dhawan, Co-Founder and CEO of Knit. “Knit empowers them to deliver fast, cost-efficient insights without sacrificing quality or control. This funding accelerates our vision for a human + AI platform that makes research accessible, contextual, and decision-ready.”

Each research project on Knit is powered by a unique combination of human researcher expertise and AI. Knit’s team of expert researchers works closely with customers to capture the nuance and context behind their research approach, ensuring that every study reflects both their specific goals and unique research style. That context is then embedded into the platform, where AI delivers fast, structured, and tailored outputs for use cases such as rapid concept testing or strategic customer segmentation. This human and AI approach transforms research from a bottleneck into a strategic advantage, helping teams run more studies, uncover sharper insights, and make a bigger impact, faster.

“Enterprise research is a massive market that’s ripe for AI disruption,” said Jeff Herbst, Founding Managing Partner at GFT Ventures. “Knit has built technology that truly meets the needs of modern research teams. Their traction with some of the world’s largest and most forward-thinking brands, standout team, and clear vision for where this market is headed position them to lead the new era of enterprise insights.”

The raise follows a year of strong momentum for Knit, marked by 5X year-over-year growth and widespread adoption across Fortune 500 brands. Knit has brought on more than 60 enterprise brands such as Amazon, NASCAR, Overtime, and Mars Wrigley to its platform to make data-driven decisions with real-time, researcher-driven insights. Moreover, investments from prominent VC firms like Sound Ventures, which have invested in OpenAI and Anthropic, have trusted Knit to become a leader in the researcher market for global brands.

“Knit’s growth reflects its ability to redefine how brands understand their customers by combining the rigor of traditional research with the speed of AI,” said Alexandra Burbey, Investor at Sound Ventures. “As AI becomes embedded in every workflow, Knit stands out by keeping human insight at the center.”

The capital will be used to accelerate product development, including new AI-powered features, and expand research use cases based on market needs. Knit will also scale its go-to-market and research teams to support its growing enterprise customer base and expand its international research capabilities.

“We’ve always wanted to scale our research efforts, but doing that without losing control over quality or consistency felt impossible, until we started working with Knit,” said Brooks Deaton, VP, Data & Insights at NASCAR. “Now, we can run more studies, explore more ideas, and support more teams across the org, all without adding headcount. Knit gives us the flexibility to move fast while staying grounded in rigor.”

Looking ahead, Knit is continuing to invest heavily in new AI capabilities. The company is also expanding its in-house research team to ensure every customer is paired with a skilled research partner on every project.

About Knit
Knit is the end-to-end, AI-native platform transforming how enterprises conduct consumer research. Built for speed and substance, Knit enables teams to run agency-quality quantitative and qualitative studies faster and receive report-ready insights in days. The platform’s Researcher-Driven AI model automates time-intensive tasks including analysis, synthesis, and reporting, while preserving the depth, rigor, and context that come from human insight and experience. By combining the power of AI with human expertise, Knit helps teams uncover sharper insights and drive faster, more confident decisions. The company is backed by GFT Ventures, Sound Ventures, Osage, Rise of the Rest, and Silicon Road Ventures. For more information about Knit, visit https://goknit.com.

SOURCE Knit / BAM Communications

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Fabric, a leader in care delivery and consumer experience, has announced the acquisition of UCM Digital Health (UCM), a leading digital health and telehealth provider. The acquisition expands Fabric's services to about 400 new employer and payer customers, adding one million covered lives. Fabric now serves over 75 health systems, 30,000 employers, and over 100 million lives across all 50 states. This marks Fabric’s fifth acquisition in less than three years, underscoring its strategic build-and-buy approach to unify the fragmented digital health landscape. By expanding its footprint in the payer and employer markets, Fabric is extending its comprehensive care access and experience platform paired with its nationwide provider network to streamline virtual-first care, expand access, improve efficiency and outcomes, and reduce both medical and overhead costs.

In a statement Aniq Rahman, CEO and Founder of Fabric said, "For Fabric, it’s about making healthcare more accessible.” “We’ve already made meaningful progress in the payer and employer markets, and this acquisition allows us to deepen that impact. By bringing more payers and employers onto our platform, we’re creating a connected experience that streamlines workflows, reduces friction and costs, and ultimately drives better outcomes for members and our partners." Moving forward, the 400 payers and employers served by UCM will transition to Fabric’s expanded technology and clinical network, gaining access to enhanced omnichannel patient experiences that improve efficiency before, during, and after virtual care. Through Fabric’s nationwide provider network, patients can receive a treatment plan for most common medical conditions in just five minutes or connect with a behavioral health provider within three days.

Fabric is a health tech company on a mission to solve healthcare’s access problem. Fabric’s integrated care platform offers personalized guidance, streamlines workflows, and unifies experiences across virtual and in-person care. Its solutions support care delivery from a patient’s first search to post-treatment follow-up using its proprietary Hybrid AI that combines conversational AI and physician-built clinical logic. Together with a nationwide network of medical and behavioral health providers, Fabric is realizing its vision of providing care for everyone, everywhere. The company advances connected delivery that improves access, outcomes, and equity across every stage of the patient journey. Today, Fabric serves 30,000 employers, payers, and enterprise organizations, including OSF HealthCare, MUSC Health, Highmark, and Intermountain Health. Fabric is backed by General Catalyst, Thrive Capital, GV (Google Ventures), Salesforce Ventures, Vast Ventures, BoxGroup, and Atento Capital.
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Flex has closed a $60 million Series B equity round led by Portage, bringing total equity raised to $105 million. In the last year, the company has quadrupled revenue and tripled its payments volume to $3 billion as it scales its all-in-one business and personal finance platform for high-net-worth middle-market business owners. Running a profitable middle-market business has become one of the most complex financial jobs in America, with owners often juggling more than ten disconnected systems to manage their money. Flex was created to give these high net worth owners a single place to run both their business and personal finances. This latest $60 Million equity round, followed by its $200 Million debt and $25 Million equity raise announced earlier this year, builds on a period of rapid hypergrowth. In just 12 months, Flex has grown revenue fourfold and increased annualized total payments volume from $1 billion to $3 billion across a suite of products, positioning Flex as one of the fastest-growing fintech companies at scale with best-in-class capital efficiency.

Flex is building the category-defining company solving this gap for high net worth business owners with a five-pillar strategy built around private credit, a business finance stack, a personal finance stack, payment solutions, and an ERP built for middle market businesses. These customers now use an average of four or more Flex products. Flex’s Business Credit Card, which provides 60-day float on every transaction, has been a major driver of adoption, acting as the wedge into deeper financial operations. Once owners experience the benefits of the Flex Credit Card, they often go on to adopt Flex’s banking, payments, working capital, and expense management tools to replace fragmented legacy systems. This integrated model has allowed Flex to scale with high efficiency and has created a strong foundation for its expansion into personal finance.

Launched in 2023, Flex a Flexbase Technologies brand is the AI Native “Private Bank” for high net worth business owners in the middle market. Flex is building the category-defining company solving this gap for high net worth business owners with a five-pillar strategy built around private credit, a business finance stack, a personal finance stack, payment solutions, and an ERP built for middle market businesses. Flex is the first platform that supports every step of their financial lives, from the moment they earn revenue to the moment they spend it personally.
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Across the United States, a new industrial age is taking shape. Trillions of dollars in infrastructure, from energy projects and advanced manufacturing to data centers and critical mineral facilities, must be built in the next decade. But large construction projects are slower and more expensive today than they were half a century ago. Unlimited Industries, a California-based company using AI to rethink how infrastructure gets built, has raised $12 million in seed funding to change that. The round was co-led by Andreessen Horowitz and CIV, with participation from leading industry investors. The capital will accelerate Unlimited’s expansion and further develop its proprietary AI platform – one designed to make large-scale engineering and construction faster, cheaper, and more ambitious.

Unlike traditional construction firms or standard software companies, Unlimited is an AI-native construction company that both designs and builds. Its proprietary platform can generate and evaluate hundreds of thousands of design configurations in parallel, automatically identifying optimal layouts for cost, safety, and performance before construction begins. By integrating AI-driven design with its own vertically integrated engineering and construction teams, Unlimited eliminates the costly handoffs and misaligned incentives that have defined the industry for decades.

In a statement Alex Modon, Co-Founder and CEO of Unlimited Industries said, “Advances in AI mean we can finally build the physical world the way we build software.” “The traditional construction model is slow, brittle, and fundamentally misaligned. Our approach replaces static design choices with a dynamic, data-driven process that learns from every project. The result is faster, cheaper, and more successful projects.”

Unlimited is an AI-native construction company headquartered in San Francisco. Today, the company designs and builds across energy infrastructure, data centers, critical minerals, and advanced manufacturing, helping developers build with greater speed, ambition, and efficiency. Their mission is to build a future of radical physical abundance by automating construction end-to-end. The company was founded in 2025 by serial founders Alex Modon, Jordan Stern, and Tara Viswanathan.
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