– Optimized for multi-AI model environments, creating the most efficient workflows using the latest AI models

– Pursuing intelligence mapping for automatic generation of optimal workflows by connecting and combining AI models

SEOUL, South Korea, Feb. 4, 2026 — NAVER D2SF, NAVER’s in-house corporate venture arm, has invested in [CNAPS.AI] a company that developed an automated AI workflow automation platform. This seed round marks CNAPS.AI’s first institutional funding since its founding in October 2025, led by NAVER D2SF, with participation from Bluepoint Partners, Laguna Investment, and Joyakdol Fund.

CNAPS.AI has developed a studio that connects various AI models to quickly generate the best outputs. Ultimately, the company aims to achieve intelligence mapping—where users simply input their desired task and the system automatically builds the optimal workflow by determining which AI models to connect and how to combine them with performance and cost in mind.

The company is focused on addressing challenges in multi-AI model environments. In the current multi-AI model landscape, where high-performance AI models are released in rapid succession, finding the optimal model takes significant time. Notably, one of the main reasons AI projects fail is the excessive time and cost required to explore optimal models and integrate the right models into a cohesive workflow.

Launched in early 2026, CNAPS.AI’s first product supports and connects over 50 popular AI models for text and image generation, drawing interest from the e-commerce, entertainment, and content industries. The company regularly adds the latest AI models to its platform and plans to expand its AI model support to include additional modalities, such as voice, video, and 3D, through future updates.

CNAPS.AI’s cofounding team, which includes CEO Innfarn Yoo, has accumulated experience at NVIDIA, Google Research, and global gaming companies. Their extensive background in AI R&D and commercialization is one of the company’s key strengths.

Yang Sang-hwan, Head of NAVER D2SF, stated, “We expect CNAPS.AI to ultimately evolve into an intelligence map optimized for users’ needs and contexts.” He added, “NAVER D2SF will continue to discover and invest in bold entrepreneurs who pioneer new standards and approaches in the evolving AI landscape, supporting their growth.” 

About NAVER D2SF

[NAVER D2SF] is NAVER’s in-house corporate venture arm, supporting sustainable growth by collaborating with startups. Founded in 1999, NAVER has maintained its position as Korea’s leading search engine for over 20 years and operates across commerce, content, fintech, and cloud services. Under the technological vision of D2 (For Developers, By Developers), NAVER is actively developing new technologies and global partnerships to grow as a leading tech company.

To learn more, visit https://d2sf.naver.com/en 

SOURCE NAVER

Pitch Competition Will Award Early-Stage Startup a SAFE Investment from Costanoa

SAN FRANCISCO, Feb. 4, 2026 — Costanoa, a leading early-stage venture capital firm, is sponsoring the 2026 Innovation Showcase pitch competition at the fifth annual MIT–Harvard Technology and National Security Conference taking place on April 4, 2026.

As part of its sponsorship, Costanoa will award a $100,000 SAFE investment to the winning startup, recognizing exceptional early-stage companies developing technologies critical to national security, defense, and global resilience. Costanoa is a leading investor in over a dozen national security startups, including Cape, Hidden Level, Muon Space, Vannevar Labs and more.

The annual conference, hosted jointly by MIT and Harvard Business School, convenes more than 800 leaders from government, venture capital, defense, academia, and industry to examine the intersection of technology and national security. This year’s theme, “Acta Non Verba: Innovating for the Frontlines,” focuses on the technologies, startups, investors and government leaders working to turn bold ideas into operational impact. Tickets for the conference are available here.

Innovation Showcase: Applications Now Open
The Innovation Showcase serves as a forum for emerging companies building solutions for modern national security challenges and will be judged by leaders across venture and defense, including Greg Sands, Founder & Managing Partner at Costanoa, and John Doyle, Founder & CEO of Cape. Five standout finalists will pitch their startups during the conference for a chance to win:

• A term sheet for a $100K SAFE investment from Costanoa for first place
• Additional non-dilutive grants from Common Mission Project for first ($5K), second ($3K), third place ($1K), and crowd favorite ($1K).
• Selected startups will also receive two complimentary tickets to the conference.

To be eligible, startups must meet the following criteria:

• Pre-Seed to Seed
• Focused on national security, defense, and other real-world operational challenges

If you are an eligible startup interested in participating in the Innovation Showcase, please apply here. The deadline to submit your application is February 27, 2026 at 5 pm ET on. Finalists will be notified by March 6, 2026.

Past Innovation Showcase winners include John Maslin of Vulcan Elements, which subsequently raised over $1B in federal and private capital, and Rehydrate, a defense tech startup building next-generation solutions for logistics, sustainment, and operational resilience in contested environments.

About Costanoa
Costanoa exists to elevate founders building companies of consequence. We lead investments from formation through Series A in Applied AI, AI Infrastructure, Cybersecurity, National Security, and Fintech. With $2.5B AUM, we’re boutique by design—making fewer investments to deliver deeper expertise and operational support when it matters most: the early, defining stages of growth. We have been recognized as one of America’s Top Venture Capital Firms by TIME and named to a top 4 Seed-Stage firm on Inc.’s Founder-Friendly Investors list. For more information, please visit www.costanoa.vc.

SOURCE Costanoa Ventures

SAN FRANCISCO, Feb. 4, 2026 — Feltsense Holdings, Inc. today announced it has raised $5.1 million in seed funding to build AI agents that function as fully autonomous founders – capable of ideating products, building them, and taking them to market without human intervention.

The round was led by Draper Associates, with participation from Precursor Ventures, Liquid2 Ventures, Matt Schlicht (creator of Moltbook), Jager McConnell (founder of Crunchbase), and Peter Green (founder of Republic).

“As no-code tools proliferate and infrastructure for every part of the entrepreneurial process becomes automated, agentic founders are the natural evolution,” said Marik Hazan, CEO of Feltsense. “With the launch of Moltbook and agents now working together to build companies, this future is inevitable. We’re just accelerating it.”

Feltsense’s AI founders will autonomously identify market opportunities, build products, and acquire customers. Some will work on pre-assigned ideas; others will discover opportunities independently. Feltsense retains ownership of the companies created, though the agentic founders can raise external capital by exchanging equity stakes.

“We believe Feltsense will overtake Y Combinator as the most valuable creator of startups,” Hazan said.

The company plans to scale rapidly, ultimately launching fleets of tens of thousands of agentic founders to capture the long tail of entrepreneurship – opportunities too niche or numerous for human founders to pursue.

Hazan previously launched the first venture firm investing in psychedelic therapeutics and headed growth for Y Combinator’s preferred marketing agency, Bell Curve, where he led growth for Segment, Clearbit, Envoy, and Lambda Labs.

The funding will be used primarily for hiring and product development.

For more information or press inquiries, contact [email protected] or visit feltsense.com.

SOURCE Feltsense Holdings, Inc.

When a security incident unfolds, the first signals often surface as videos posted from the ground, before official reports arrive. Online platforms are saturated with real-time footage, but the volume makes continuous monitoring and analysis nearly impossible. Even with platform moderation in place, uploads move faster than human review, and by the time analysts flag high-risk material, it has often already spread. As video-first platforms play a growing role in security threats and influence operations, governments face a gap: videos become a dominant signal, yet remain difficult to analyze at scale.

Founded less than a year ago, SENAI is building the global standard for OVINT (Online Video Intelligence), establishing a new intelligence discipline for the front lines of social media warfare. Unlike traditional open-source intelligence, OVINT treats video as the primary source, capturing live behavior rather than just text and static media. SENAI helps governments and intelligence agencies track fast-moving videos on social platforms, turning fragmented content into organized, clear insights. Using AI models that analyze video, audio, text, and location signals, the platform maps what is happening and where in real time, allowing teams to respond as events unfold.

SENAI spent the last year operating in live environments, working with government agencies across Europe, Asia, and the Middle East. While government remains the company’s primary market today, SENAI’s dual-use architecture is already attracting interest from enterprise customers, as shown by a deal with a U.S. client. The company plans to expand its enterprise offering in 2026.

SENAI is led by a team of intelligence professionals with extensive backgrounds across the sector. The company recently welcomed Michel Berdah as Chief Revenue Officer and Partner, bringing over a decade of senior leadership experience to support SENAI’s growth. 

“Video has become the primary signal shaping narratives, influence, and security outcomes,” says David Allouche-Levinsky, Co-Founder and CEO of SENAI. “SENAI was built to support decision-makers protecting the West against this new level of influence. As misinformation spreads at scale, SENAI helps intelligence and law enforcement agencies intervene earlier, before false narratives harden into public belief or drive real-world consequences.”

“What impressed us about SENAI was the team’s deep intelligence background, its execution discipline, and the way they identified a significant gap in intelligence,” says Emma Lipski, Partner at 10D Ventures. “SENAI is already addressing these urgent challenges for government agencies and tier-one customers worldwide, not merely running experiments, and that real-world impact is what sold us.”

About SENAI

SENAI develops AI-driven Online Video Intelligence solutions for governments and intelligence agencies, specializing in large-scale analysis of open-source video across next-generation platforms. The company’s mission is to define the standards, technology, and operational frameworks for Online Video Intelligence over the coming decade.

Media Contact
Ari
ReBlonde for SENAI
[email protected]

Photo: https://mma.prnewswire.com/media/2876837/SENAI_Team.jpg

SOURCE SENAI

Lightspeed-Led Round Brings Total Funding to more than $150M as Company Defines New “AI for prod” Category

SAN FRANCISCO, Feb. 4, 2026 — Resolve AI, the AI for running and operating software in production, today announced it has raised $125 million in a non-blended Series A funding at a $1 billion valuation, led by Lightspeed Venture Partners. Existing investors Greylock Partners, which led the company’s seed round, Unusual Ventures, Artisanal Ventures, and A* invested above their pro rata in the round. Resolve AI has raised more than $150M in total funding just 16 months after emerging from stealth, rapidly winning enterprise customers including Coinbase, DoorDash, MongoDB, MSCI, Salesforce, and Zscaler by helping engineering teams deliver more reliable customer experiences and move faster in production, giving their businesses a sustained competitive edge.

In modern enterprises, how quickly software teams can ship code and operate production directly shapes their innovation velocity. Companies want their best engineers focused on building new features and improving customer experiences. Still, in practice, engineers spend most of their time in day-to-day operations and working on keeping software running in production. That work demands constant coordination across developers, SREs, platform engineers, and support teams, each responsible for only a portion of complex, fast-changing systems. Cloud infrastructure sprawl, frequent code changes, and critical operational knowledge trapped in tribal workflows compound the challenge, which is further amplified by the amount of code generated by AI coding agents. The result is more incidents, slower recovery, greater operational toil, poor customer experience, and increased risks.

Resolve AI is pioneering the “AI for prod” category: an AI system designed to run and maintain software in production. The company’s multi-agent system operates across code, infrastructure, and telemetry to triage alerts, autonomously investigate and resolve incidents, proactively surface production issues, and provide engineers with real production context as they write code. Each customer’s environment is unique, and the data needed to understand it exists only inside running systems and changes continuously, placing it beyond the reach of general-purpose models. Resolve AI lives inside production, capturing the tribal knowledge and unique behavior of each company’s systems and uses it to reason and perform work across tool and team boundaries.

“The next frontier for software engineering is applying AI to the problem of running software in production,” said Spiros Xanthos, Founder and CEO of Resolve AI. “AI has fundamentally changed how software is built; now it’s time to change how software runs. By applying AI to production operations, we’re accelerating the entire lifecycle of software and creating the foundation for a new era of innovation at scale.”

The problem is uniquely difficult because the undocumented operational knowledge required to run these systems is impossible to codify or scale. Resolve AI solves this by combining foundation and custom models, and training specialized agents that learn each organization’s specific stack, business logic, and operational patterns.

“While software development has been one of the fastest-growing applications of AI, Spiros and Mayank recognized early that the real value, and the harder problem, is in production,” said Sebastian Duesterhoeft, Partner at Lightspeed Venture Partners. “They’re not just adding features; they’re building a full-stack AI company from the ground up with custom models and agents purpose-built for managing complex software in production. We believe Resolve AI is defining an entirely new category, and this will be one of the most important applications of AI in enterprise software.”

Resolve AI was founded by Spiros Xanthos and Mayank Agarwal, observability pioneers with more than 20 years of experience building and operating production systems at scale. The co-founders have two prior exits to Splunk and VMware, co-created OpenTelemetry, the global open-source standard for managing telemetry data, and most recently led Splunk’s observability business.

The new funding will accelerate product development, expand the engineering and go-to-market teams, and support growing enterprise adoption as Resolve AI scales AI for prod.

For more information, visit https://resolve.ai.

About Resolve AI
Resolve AI is AI for running and operating software in production, which underpins how businesses operate. Founded by observability pioneers Spiros Xanthos and Mayank Agarwal, Resolve AI combines custom AI models, production-specific agents, and deep systems expertise to solve the hardest problems in modern software operations. Leading companies, including Coinbase, DoorDash, MongoDB, MSCI, Salesforce, and Zscaler, rely on Resolve AI to manage their production environments. Learn more at resolve.ai.

Media Contact: 
[email protected]

FAQ
What is “AI for prod”?
“AI for prod” refers to multi-agent AI systems designed to run and maintain software in production. Unlike development-focused AI tools that help with code development, AI for prod operates live systems: triaging alerts, investigating incidents, troubleshooting failures, and maintaining reliability after software has been deployed.

How is AI for prod different from coding assistants?
Coding assistants focus on writing and reviewing code before deployment. AI for prod focuses on operating software after it is live, where issues affect customers, revenue, and business operations. It works across production systems, including services, infrastructure, and telemetry, rather than just source code, helping teams reduce operational toil, prevent outages, and improve reliability metrics such as mean time to resolution (MTTR).

Can AI investigate a production incident for me?
Yes,  this is the core idea behind AI for prod. Resolve AI is designed to autonomously investigate production incidents by operating across code, services, infrastructure, and telemetry, while keeping engineers in control of decisions and execution.

How does this actually work in production?
Documentation often lags behind reality. Resolve AI builds an operational understanding of systems based on how they behave in production, helping engineers understand dependencies, ownership, and common failure modes.

SOURCE Resolve AI

Led by Frist Cressey Ventures, with investments from General Catalyst and other prominent investors, the round enables Chamber to continue to scale rapidly nationwide

WASHINGTON, Feb. 4, 2026 — Chamber today announced it has raised $60 million in Series A funding to support cardiologists and health plans in managing patients with heart disease under value-based care models. The round was led by Frist Cressey Ventures, with participation from existing investors General Catalyst, AlleyCorp, American Family Ventures, and Company Ventures, as well as strategic participation from Optum Ventures, Healthworx Ventures, and additional investment from Black Opal Ventures. The financing also includes debt from HSBC Innovation Banking.

The Series A funding will be used to expand partnerships with health plans and cardiology practices, grow into additional markets, and continue building Chamber’s clinical, operational, and technology teams.

“Chamber is focused on building the infrastructure that helps cardiologists succeed in value-based care, supports more predictable performance for health plans, and ultimately delivers a better experience for patients with heart disease” said George Aloth, Co-Founder and CEO of Chamber.

Chamber partners with both payers and cardiologists to support value-based care programs focused on the long-term management of cardiovascular disease. Its cardiology-focused data and intelligence platform, designed to support clinicians within existing workflows, integrates workflow-native AI to prioritize high-risk patients, identify gaps in guideline-directed therapy, and reduce manual chart review. This combined with Chamber’s operational infrastructure helps reduce preventable complications and hospital use, improve patient experience, and provide health plans with clearer visibility into cardiovascular performance and total cost of care.

“Cardiovascular care generates enormous amounts of data, but clinicians don’t need more data but rather a clearer signal,” said Sameer Sheth, M.D., Co-Founder, President & CMO of Chamber.

Cardiovascular disease remains one of the largest drivers of healthcare cost and utilization in the U.S. Cardiologists are increasingly responsible for older, higher-risk patients, yet often lack timely data and support outside of office visits. These gaps contribute to delayed interventions, missed follow-ups, avoidable hospitalizations, and rising costs that traditional fee-for-service care was not designed to address.

“At FCV, we invest in companies transforming care delivery in healthcare’s most consequential areas, and Chamber exemplifies that mission. Cardiovascular disease is the largest driver of U.S. healthcare spend, yet care delivery remains fragmented and fee-for-service–driven. The Chamber platform brings value-based care to cardiology, delivering better outcomes and improved quality of life for patients and their families.”

Chamber currently supports patients through multiple payer partnerships and works with a network of more than 500 cardiologists across seven states, with plans for continued national expansion.

For more information, visit www.chambercardio.com.

About Chamber 
Chamber is dedicated to supporting cardiology practices through technology-enabled delivery. Co-founded by healthcare industry leaders George Aloth, Dr. Sameer Sheth, and Dr. Jeffrey De Flavio, Chamber empowers cardiologists to thrive in a value-based care, ensuring improved patient outcomes and increased practice success.

SOURCE Chamber Cardio

The Austin-based entrepreneur and former CEO of Tinder and OKCupid expands his role at Shine.

NEW YORK, Feb. 4, 2026 — Shine Capital, an early-stage venture capital firm, announces today that Elie Seidman is now a venture partner at the firm. Elie will remain in Austin, Texas, expanding Shine’s reach in this fast-emerging technology ecosystem.

Elie has served as a senior advisor to Shine Capital since 2021. In his new role, Elie will lead investments and serve on the boards of portfolio companies, while continuing to provide strategic counsel to founders across the portfolio.

Founded by Mo Koyfman in 2020, Shine currently manages $575 million and is investing out of its third early-stage fund. Shine has garnered recent headlines in connection with fundraising rounds for its portfolio companies, including Antares, AudioShake, Turnout and Numerai.

“For the past twenty-five years, I have been lucky to call Elie a friend, a mentor, and a colleague. Elie’s lived experience as a technology entrepreneur and chief executive is only matched by his integrity and wisdom,” said Mo Koyfman, founder and general partner of Shine Capital.

Mo continued, “Elie is an essential voice in our partnership and an invaluable resource to founders across the most critical components of company building: strategic planning, capital allocation, and talent management. We are thrilled to expand Elie’s role at Shine, which adds more consumer heft to our team, deepens our presence in the emerging Austin ecosystem, and, most importantly, enhances our ability to serve entrepreneurs.”

“Having spent the last two decades building and leading technology businesses, it is gratifying to now serve as a mentor and advisor to exceptional entrepreneurial talent. Shine has grown deliberately over the last five years, and I am thrilled to deepen my commitment to the firm and the entrepreneurs we partner with,” said Elie Seidman, venture partner at Shine Capital.

Elie continued, “I have led startups and at-scale technology companies, which helps me empathize deeply with entrepreneurs navigating the arduous journey of company building. I am incredibly impressed by Shine’s intentional approach to investing and partnership, but mostly by the exceptional group of people around the Shine table. The team is a unique combination of smart, wise, direct, and kind. I am excited to play an even bigger role in helping the firm produce outstanding results as a partner of choice to the most ambitious entrepreneurs.”

ABOUT SHINE CAPITAL
Shine Capital is an early-stage venture capital firm that partners with creative, convincing, relentless entrepreneurs to build iconic businesses. Shine is a lateralist firm; we believe that novel opportunities emerge from the dynamic intersections of technology, markets, and culture. Shine is an aligned strategic partner, both in spirit and in practice. Shine leads inception, seed, and series A financings and continues to back portfolio companies as they scale. Shine manages over $575 million across three early-stage funds and one opportunity fund, and maintains offices in New York and San Francisco.

ABOUT ELIE SEIDMAN

Elie Seidman is a seasoned technology entrepreneur and CEO. Most notably, he is the former CEO of Tinder, where he built a new team and led the company’s scale-up from $300 million in annual revenue to over $1.1 billion. For the first fifteen years of his career, Elie was an entrepreneur who founded and grew Epana and Oyster. Elie is a hands-on, detail-oriented leader of people and a thoughtful strategist who prioritizes highly analytical, truth-seeking cultures. In his current role as venture partner at Shine Capital, Elie leads investments on behalf of the firm, serves as a mentor to entrepreneurs, and provides measured counsel to the fund’s partnership. Previously, Elie was an advisor to General Atlantic Partners technology group and to Lime Rock Partners. Elie received his BSE from the University of Pennsylvania.

CONTACT

Joe Quenqua
[email protected]

SOURCE Shine Capital

Company reaches $1.75B valuation as contractors adopt system-level autonomy across complex infrastructure projects

SAN FRANCISCO, Feb. 4, 2026 — Bedrock Robotics, a leader in autonomous construction technology, today announced it has raised $270 million in Series B funding co-led by CapitalG and the Valor Atreides AI Fund, with participation from Xora, 8VC, Eclipse, Emergence Capital, Perry Creek Capital, NVentures (NVIDIA’s venture capital arm), Tishman Speyer, Massachusetts Institute of Technology, Georgian, Incharge Capital, C4 Ventures, and others. This round brings Bedrock’s total funding to over $350 million. The funding will accelerate Bedrock’s mission to transform how general contractors build, from deploying individual autonomous machines to orchestrating fully connected fleets that reshape productivity and safety.

The new funding follows a period of rapid growth for Bedrock. The company emerged from stealth in July 2025 with $80 million in Seed and Series A funding, and in November completed a large-scale supervised autonomy deployment for mass excavation on a 130-acre manufacturing site.

“The construction industry is being asked to build more than it can deliver,” said Boris Sofman, co-founder and CEO of Bedrock Robotics. “Contractors are pulled across competing priorities with the same limited workforce and equipment. This funding helps us scale our development and deployments as we mature autonomy capabilities and the tools for contractors to leverage them. It’s a first step toward a future where entire fleets operate as coordinated systems, fundamentally changing how modern contractors plan, staff, and execute work.”

The industry needs nearly 800,000 workers over the next two years to keep up with demand, with retirements further widening the labor gap. Project backlogs climbed to more than eight months as of December 2025. Against this backdrop, contractors are exploring Bedrock’s autonomy systems across a range of applications spanning port infrastructure, industrial facilities, data centers, and large-scale earthmoving operations across multiple states. On a manufacturing campus in central Texas, Champion Site Prep is currently using the Bedrock Operator to explore how autonomous systems could complement the crews they have today.

“The speed and scale of what’s coming into this region is unlike anything we’ve seen before—automotive, aerospace, AI infrastructure—and these projects don’t wait,” said Trey Taparauskas, President and CEO at Champion Site Prep. “What Bedrock is building will multiply what our crews are capable of. It’s not just about one autonomous machine; it’s the potential to rethink how we coordinate our entire fleet, keep machines running longer, reduce idle time, and improve safety and work zone awareness. That frees up our best people to supervise and strategize so we can take on even more.”

“Hundreds of billions of dollars are flowing into construction, but the workforce simply isn’t there to meet the moment,” said Derek Zanutto, General Partner at CapitalG. “Every major hyperscaler and developer is grappling with how to compress project schedules when labor constraints keep pushing them out. Bedrock’s technology is built on world-class autonomy expertise, and we believe it will unlock the construction velocity this moment requires.”

“What stands out about Bedrock is execution—delivering milestone after milestone with precision and capital efficiency that’s uncommon in this space,” said Antonio Gracias, Founder, CEO, and Chief Investment Officer of Valor Equity Partners. “The companies defining the future of AI, energy, and advanced manufacturing all share a common need: they have to build faster than ever before. We’re confident Bedrock is the team to make that possible.”

In addition to new funding, Bedrock recently expanded its leadership team with key hires. Vincent Gonguet joined as Head of Evaluation, having previously led AI safety and alignment at Meta for all Llama models. John Chu also joined as Head of People after serving in the same role for Waymo’s engineering teams, overseeing headcount growth of 400% while the company expanded globally. The company is targeting its first fully operator-less excavator deployments with customers in 2026—a milestone in autonomous capability for such complex, articulated machines.

About Bedrock Robotics
Founded in 2024, Bedrock Robotics is building the future of autonomous construction. Based in San Francisco, the company is led by former Waymo engineers who helped pioneer the systems that made fully autonomous vehicles a reality on public roads. Now they’re bringing that same deep expertise to construction equipment, developing technology that will enable contractors to improve safety, expand capabilities, and compress schedules to meet growing demand at scale. Bedrock is working alongside leading general contractors to co-develop autonomous solutions to retrofit machines like excavators, bulldozers, and loaders with a vision to make fully autonomous fleets standard on job sites across the country. To learn more, visit www.bedrockrobotics.com.

About CapitalG
CapitalG, Alphabet’s independent growth fund, invests in generational companies transforming the fields of enterprise infrastructure, security, and data; fintech; and consumer services and marketplaces. CapitalG partners with growth stage companies in their transition from startup to scale up through hands-on assistance and connections to Google’s engineering, product, marketing, sales and people operations experts worldwide. More than 3500 Googlers and Alphabet leaders have engaged with CapitalG portfolio companies, including Stripe, CrowdStrike, Databricks, Duolingo, Freshworks, Monzo, UiPath and Zscaler, among others. Learn more at https://capitalg.com.

About Valor Equity Partners
Valor Equity Partners is an operational growth investment firm focused on investing in high-growth companies across various stages of development.  For decades, Valor has served its companies with unique expertise to solve the challenges of growth and scale.  Valor partners with leading companies and entrepreneurs who are committed to the highest standards of excellence and the courage to transform their industries.  For more information on Valor Equity Partners, please visit www.valorep.com.

About Atreides Management
Atreides Management is a crossover investment firm with a long-term perspective, investing in technology and consumer companies across public and private markets. From seed to pre-IPO to publicly listed, Atreides’ model is designed to support mission-driven entrepreneurs throughout a company’s lifecycle. For more information, please visit www.atreidesmgmt.com.

About Champion Site Prep 
Founded in 1985, Champion Site Prep is one of Central Texas’s largest and most experienced commercial earthwork contractors, with more than 3,000 completed projects spanning industrial, multifamily, education, healthcare, retail, and municipal development. As an employee-owned company, Champion is committed to professional-quality excavation and site preparation—coupled with the latest technologies—while maintaining the loyalty and teamwork that have driven nearly four decades of success. To learn more, visit www.idigdirt.com.

Media Contact:
Anjelica Sarkar 
[email protected] 

SOURCE Bedrock Robotics

Accel leads the round, joined by WillowTree Ventures, MVP Ventures, as Fibr AI turns websites into adaptive experience systems built for modern traffic—human and AI alike

SAN FRANCISCO, Feb. 4, 2026 — Fibr AI, the company building the Agentic Web Experience Layer to unlock revenue, today announced $7.5 million in Seed funding led by Accel, with participation from WillowTree Ventures and MVP Ventures, alongside prominent Fortune 100 operatorsas angel investors and advisors.

Founded by Ankur “AJ” Goyal and Pritam Roy, Fibr AI reimagines high-traffic consumer-facing websites as an adaptive system. While marketing has become dynamic, most websites still operate under the outdated assumption that the same experience should work for every visitor, even as traffic arrives with very different intent from ads, search, recommendations, and AI systems. This results in broken journeys, wasted spend, and lost revenue. Fibr closes this gap by turning websites into context-aware experiences that continuously adapt and optimize for every visitor, human or AI.

“Marketing has become intelligent everywhere except the website,” said Ankur Goyal, CEO and co-founder of Fibr AI. “We’re building the Agentic Web, where every URL operates as a living experience system that understands context and responds in real time—for humans, cohorts, and even AI agents. The website stops being a passive destination and becomes an active part of the growth stack for Marketers and CMOs.”

“Most websites today still run on infrastructure built years ago,” said Prayank Swaroop, Partner at Accel. “CMS platforms are effective at publishing content, but not at understanding context or adapting in real time. That gap is becoming more visible in conversational discovery, like ChatGPT and LLM-driven advertising, where users arrive with high intent and ready to act. The website can’t just be a destination—it has to respond immediately and intelligently. What’s compelling about Fibr is that it brings AI agents directly into the experience layer, enabling websites to understand context and adapt in real time. It consolidates what used to require multiple tools, agencies, and large teams, into one system, making true one-to-one experiences possible at scale.”

To learn more about Fibr AI, visit: https://fibr.ai/.

About Fibr AI

Fibr AI is an agentic website optimization platform that transforms high-traffic consumer-facing websites into adaptive, revenue-driving experiences for both human visitors and AI-Agents — by turning every URL into an intelligent agent. The company is already trusted by Fortune 50 banks and global enterprises across banking, financial services, and healthcare.

Press Contact
Tory Kurpeski
[email protected] 

SOURCE Fibr AI