Reid Hoffman and Mark Pincus-Backed AI Lab Prentis Eyes $100 Million Funding Round
Prentis, an emerging artificial intelligence research company developing models capable of operating computers, is reportedly negotiating a $100 million investment that could value the business at $1 billion.
The company was co-founded by entrepreneur Ritankar Das alongside LinkedIn co-founder Reid Hoffman and Zynga founder Mark Pincus. Two people familiar with the discussions told TechCrunch that talks surrounding the proposed financing are currently underway. Prentis has not publicly confirmed the potential transaction.
Automating Routine Office Work
Launched in April 2026, Prentis is training computer-use models to understand how employees complete everyday processes across documents, software platforms and internal systems.
Its wider objective is to create AI agents capable of controlling computers and carrying out these repetitive workflows with limited human involvement.
Rather than offering a single general-purpose assistant, Prentis reportedly plans to develop agents adapted to individual customers and their operational requirements. Potential applications include processing insurance claims and managing customs duty refund exceptions, which often require employees to locate and review paperwork across multiple systems.
Contracts Could Be Worth Up to $50 Million
Prentis has reportedly secured customer contracts carrying a potential value of up to $50 million.
Its early customers are said to include a healthcare management service organisation, a manufacturer and companies operating in the clothing and consumer goods sectors.
Investor materials reviewed by TechCrunch project that the company could reach an estimated $75 million annualised run rate by the third quarter of 2026. However, these figures do not represent revenue that has already been formally recognised.
According to the company’s pitch deck, the calculation reflects an estimated annualised value based on Prentis receiving a contracted fee equal to 20% of the savings generated for customers. The figures are described as “performance-dependent and subject to final execution.”
Prentis Claims Strong Results for Hive-32B
Prentis says its Hive-32B model performs better than competing systems, including OpenAI’s GPT-5.4 and Anthropic’s Claude Opus 4.6, across two computer-use evaluations: WindowsAgentArena and ScreenSpot-v2.
WindowsAgentArena tests whether AI agents can complete multi-stage assignments inside genuine Windows applications. The benchmarking environment includes more than 150 tasks covering abilities such as planning, understanding screen content and using digital tools.
ScreenSpot-v2 evaluates GUI grounding—the ability of a model to identify the correct button, menu, icon or other control displayed on a screen. The revised benchmark was created partly to address annotation problems identified in the original ScreenSpot dataset.
Prentis argues that its competitive advantage comes from using a smaller and less expensive model. Its investor presentation claims approximately 10 times lower cost per task than frontier-model APIs, potentially making the technology more economical for large-scale deployment across routine business processes.
These performance and cost comparisons have been presented by Prentis and have not been independently verified by TechCrunch.
Computer-Use Agents Become a Competitive AI Market
Prentis is betting that automating administrative and operational tasks could eventually become a larger commercial opportunity than AI-assisted coding.
However, it is entering an increasingly competitive field. OpenAI, Anthropic and Mira Murati’s Thinking Machines Lab are all reportedly developing technology that allows AI agents to navigate computers and complete digital tasks.
Anthropic has also expanded its capabilities through acquisitions. In February 2026, the company acquired Seattle-based computer-use startup Vercept and brought its team into Anthropic to support the development of Claude’s computer-use technology.
Prentis did not respond to TechCrunch’s request for comment regarding the reported funding discussions, customer agreements or performance projections.
Ritankar Das Leads the New AI Venture
Prentis CEO Ritankar Das is also the founder of Titan Holdings, a company that builds and operates businesses focused on artificial intelligence.
Das, now 31, graduated from the University of California, Berkeley at the age of 18 with a double major in bioengineering and chemical biology. He became the university’s youngest University Medalist in more than a century before completing a master’s degree in biomedical engineering at the University of Oxford.
He later joined an AI PhD programme at the University of Cambridge as a Gates Cambridge Scholar but left before completing the degree.
Das founded Titan in 2014 and has described the organisation as a modern version of a traditional holding company, comparable in structure to Berkshire Hathaway. Its operations are intended to be financed through returns from businesses it creates and exits rather than through external limited partners.
Titan’s Portfolio of AI Healthcare Companies
Other companies created and operated by Titan include Tala Health, Forta Health and Dascena.
Tala Health, an AI-powered virtual care provider, raised a $100 million seed round in 2025. The company develops clinical AI agents designed to assist licensed healthcare professionals.
Forta Health, which provides technology-supported care for children with autism and their families, secured $55 million in Series A financing led by Insight Partners in 2024.
Dascena, a business specialising in disease prediction technology, was acquired by CirrusDx in 2022.
Reid Hoffman Returns to “Founder Mode”
For Prentis’ other co-founders, the company represents one project within a wider portfolio of entrepreneurial and investment activities.
Reid Hoffman, the co-founder of LinkedIn and a partner at Greylock, announced in June 2026 that he would leave Microsoft’s board after nearly a decade. He said he intended to return to “founder mode” and concentrate on Manas AI, an artificial intelligence drug-discovery company he is also supporting.
Hoffman was an early investor in OpenAI and previously co-founded Inflection AI with Mustafa Suleyman. Microsoft hired Suleyman and absorbed much of Inflection AI’s team in 2024.
Mark Pincus, best known as the founder of gaming company Zynga, currently runs investment firm Reinvent Capital, with Hoffman serving as a senior adviser.
Pincus also published his book, Life at the Speed of Play, on June 23, 2026. The publication explores his experience building technology businesses and developing products.
Experienced AI Researchers Join Prentis
Prentis has already recruited more than 25 employees, according to TechCrunch.
The company’s website says its team includes researchers and entrepreneurs with previous experience at OpenAI, Google DeepMind, Meta, Tencent and Alibaba. Team members have also studied or trained at institutions including MIT, UC Berkeley and Carnegie Mellon University.
Although the proposed $100 million funding round has not been finalised, a successful deal at a $1 billion valuation would quickly position Prentis among the most highly valued young companies competing to automate everyday computer-based work.
Its longer-term prospects will depend on whether its agents can deliver measurable savings for customers, reproduce the performance presented in its internal benchmarks and operate reliably across the complicated systems used by major organisations.
Online References
- TechCrunch’s report on Prentis’ fundraising discussions, customer contracts and investor projections.
- Prentis’ official company and team information.
- Microsoft and academic information about WindowsAgentArena.
- Anthropic’s announcement regarding its acquisition of Vercept.
- Insight Partners’ announcement of Forta Health’s $55 million Series A financing.
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