Funding & Investment in Travel
The great AI agent acceleration: Why enterprise adoption is happening faster than anyone predicted

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The chatter around artificial general intelligence (AGI) may dominate headlines coming from Silicon Valley companies like OpenAI, Meta and xAI, but for enterprise leaders on the ground, the focus is squarely on practical applications and measurable results. At VentureBeat’s recent Transform 2025 event in San Francisco, a clear picture emerged: the era of real, deployed agentic AI is here, is accelerating and it’s already reshaping how businesses operate.
Companies like Intuit, Capital One, LinkedIn, Stanford University and Highmark Health are quietly putting AI agents into production, tackling concrete problems, and seeing tangible returns. Here are the four biggest takeaways from the event for technical decision-makers.
1. AI Agents are moving into production, faster than anyone realized
Enterprises are now deploying AI agents in customer-facing applications, and the trend is accelerating at a breakneck pace. A recent VentureBeat survey of 2,000 industry professionals conducted just before VB Transform revealed that 68% of enterprise companies (with 1,000+ employees) had already adopted agentic AI – a figure that seemed high at the time. (In fact, I worried it was too high to be credible, so when I announced the survey results on the event stage, I cautioned that the high adoption may be a reflection of VentureBeat’s specific readership.)
However, new data validates this rapid shift. A KPMG survey released on June 26, a day after our event, shows that 33% of organizations are now deploying AI agents, a surprising threefold increase from just 11% in the previous two quarters. This market shift validates the trend VentureBeat first identified just weeks ago in its pre-Transform survey.
This acceleration is being fueled by tangible results. Ashan Willy, CEO of New Relic, noted a staggering 30% quarter over quarter growth in monitoring AI applications by its customers, mainly because of the its customers’ move to adopt agents. Companies are deploying AI agents to help customers automate workflows they need help with. Intuit, for instance, has deployed invoice generation and reminder agents in its QuickBooks software. The result? Businesses using the feature are getting paid five days faster and are 10% more likely to be paid in full.
Even non-developers are feeling the shift. Scott White, the product lead of Anthropic’s Claude AI product, described how he, despite not being a professional programmer, is now building production-ready software features himself. “This wasn’t possible six months ago,” he explained, highlighting the power of tools like Claude Code. Similarly, OpenAI’s head of product for its API platform, Olivier Godement, detailed how customers like Stripe and Box are using its Agents SDK to build out multi-agent systems.
2. The hyperscaler race has no clear winner as multi-cloud, multi-model reigns
The days of betting on a single large language model (LLM) provider are over. A consistent theme throughout Transform 2025 was the move towards a multi-model and multi-cloud strategy. Enterprises want the flexibility to choose the best tool for the job, whether it’s a powerful proprietary model or a fine-tuned open-source alternative.
As Armand Ruiz, VP of AI Platform at IBM explained, the company’s development of a model gateway — which routes applications to use whatever LLM is most efficient and performant for the specific case –was a direct response to customer demand. IBM started by offering enterprise customers its own open-source models, then added open-source support, and finally realized it needed to support all models. This desire for flexibility was echoed by XD Huang, the CTO of Zoom, who described his company’s three-tiered model approach: supporting proprietary models, offering their own fine-tuned model and allowing customers to create their own fine-tuned versions.
This trend is creating a powerful but constrained ecosystem, where GPUs and the power needed to generate tokens are in limited supply. As Dylan Patel of SemiAnalysis and fellow panelists Jonathan Ross of Groq and Sean Lie of Cerebras pointed out, this puts pressure on the profitability of a lot of companies that simply buy more tokens when they are available, instead of locking into profits as the cost of those tokens continues to fall. Enterprises are getting smarter about how they use different models for different tasks to optimize for both cost and performance — and that may often mean not just relying on Nvidia chips, but being much more customized — something also echoed in a VB Transform session led by Solidigm around the emergence of customized memory and storage solutions for AI.
3. Enterprises are focused on solving real problems, not chasing AGI
While tech leaders like Elon Musk, Mark Zuckerberg and Sam Altman are talking about the dawn of superintelligence, enterprise practitioners are rolling up their sleeves and solving immediate business challenges. The conversations at Transform were refreshingly grounded in reality.
Take Highmark Health, the nation’s third-largest integrated health insurance and provider company. Its Chief Data Officer Richard Clarke said it is using LLMs for practical applications like multilingual communication to better serve their diverse customer base, and streamlining medical claims. In other words, leveraging technology to deliver better services today. Similarly, Capital One is building teams of agents that mirror the functions of the company, with specific agents for tasks like risk evaluation and auditing, including helping their car dealership clients connect customers with the right loans.
The travel industry is also seeing a pragmatic shift. CTOs from Expedia and Kayak discussed how they are adapting to new search paradigms enabled by LLMs. Users can now search for a hotel with an “infinity pool” on ChatGPT, and travel platforms need to incorporate that level of natural language discovery to stay competitive. The focus is on the customer, not the technology for its own sake.
4. The future of AI teams is small, nimble, and empowered
The age of AI agents is also transforming how teams are structured. The consensus is that small, agile “squads” of three to four engineers are most effective. Varun Mohan, CEO of Windsurf, a fast-growing agentic IDE, kicked off the event by arguing that this small team structure allows for rapid testing of product hypotheses and avoids the slowdown that plagues larger groups.
This shift means that “everyone is a builder,” and increasingly, “everyone is a manager” of AI agents. As GitHub and Atlassian noted, engineers are now learning to manage fleets of agents. The skills required are evolving, with a greater emphasis on clear communication and strategic thinking to guide these autonomous systems.
This nimbleness is supported by a growing acceptance of sandboxed development. Andrew Ng, a leading voice in AI, advised attendees to leave safety, governance, and observability to the end of the development cycle. While this might seem counterintuitive for large enterprises, the idea is to foster rapid innovation within a controlled environment to prove value quickly. This sentiment was reflected in our survey, which found that 10% of organizations adopting AI have no dedicated AI safety team, suggesting a willingness to prioritize speed in these early stages.
Together, these takeaways paint a clear picture of an enterprise AI landscape that is maturing rapidly, moving from broad experimentation to focused, value-driven execution. The conversations at Transform 2025 showed that companies are deploying AI agents today, even if they’ve had to learn tough lessons on the way. Many have already gone through one or two big pivots since first trying out generative AI one or two years ago — so it’s good to get started early.
For a more conversational dive into these themes and further analysis from the event, you can listen to the full discussion I had with independent AI developer Sam Witteveen on our recent podcast below. We’ve also just uploaded the main-stage talks at VB Transform here. And our full coverage of articles from the event is here.
Listen to the VB Transform takeaways podcast with Matt Marshall and Sam Witteveen here:
Editor’s note: As a thank-you to our readers, we’ve opened up early bird registration for VB Transform 2026 — just $200. This is where AI ambition meets operational reality, and you’re going to want to be in the room. Reserve your spot now.
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Funding & Investment in Travel
Pattaya awaits results of TAT’s ‘Value over volume’ strategy, seeking balance between mass and peaceful tourism

PATTAYA, Thailand – As Thailand charts a new course for its tourism industry with the Tourism Authority of Thailand’s (TAT) recently unveiled 2026 strategy, Pattaya stands at the crossroads of anticipation and transformation. Under the theme “Value is the New Volume,” TAT’s ambitious plan signals a decisive shift from focusing on visitor numbers to prioritizing quality, sustainability, and authentic experiences — a vision that many here hope will breathe fresh life into the city’s tourism landscape.
Long known internationally as an energetic beach destination with a reputation for nightlife, Pattaya has often faced challenges balancing mass tourism with sustainable growth. Now, with TAT’s emphasis on redefining Thai tourism through integrity, safety, and cultural connection, the city’s stakeholders see an opportunity to reshape its identity and appeal.
The strategy’s core pillars — prioritizing value over volume, balancing tourism across regions and seasons, advancing creative and thematic tourism, and embedding measurable sustainability standards — resonate strongly with Pattaya’s evolving ambitions. Local entrepreneurs and officials alike recognize that Pattaya’s future lies in delivering more meaningful and diverse experiences rather than simply attracting larger crowds.
“The new focus on quality and sustainability aligns perfectly with what Pattaya needs,” said a local business owner involved in cultural and wellness initiatives. “We’ve already started to diversify, hosting more family-friendly festivals, arts events, and eco-tourism activities. Now, with TAT’s support, we hope these efforts will grow into something that truly changes how visitors see and enjoy the city.”
TAT’s strategy also highlights the importance of targeting high-potential traveler segments, including Millennials seeking immersive experiences, Gen Z driven by digital engagement, luxury tourists, and health-conscious travelers attracted to holistic wellness. For Pattaya, this means expanding beyond its traditional markets to attract visitors who value cultural depth, nature, and wellness — areas in which the city has begun to invest but can further develop with stronger national backing.
Moreover, the plan’s focus on enhanced connectivity through new travel routes by land, sea, air, and rail promises to better link Pattaya with other regions and international markets. Improved visa facilitation and partnerships with airlines are expected to open doors to high-value travelers from Europe, the Middle East, and emerging Asian markets, offering hope for more balanced and resilient tourism flows.
City officials are already aligning local initiatives with TAT’s vision, emphasizing smart tourism measures such as digital payment systems, safety enhancements, and AI-driven visitor management. Beach clean-ups, infrastructure improvements, and collaborations with creative agencies to stage international events aim to create a more welcoming and sustainable environment for both tourists and residents.
Yet, amid the optimism, some local operators express cautious realism. “We’ve heard grand plans before, but what we really need now is timely action and concrete support,” said a guesthouse operator near Jomtien beach. “If the incentives, infrastructure, and marketing efforts come quickly, Pattaya can adapt and thrive in this new era. But delays could mean missed opportunities.”
The 2026 strategy’s embrace of Thailand’s cultural soft power — focusing on Food, Film, Fashion, Festivals, and Fight (martial arts) — offers Pattaya a platform to elevate its diverse offerings, from culinary tours and international music festivals to Muay Thai events and film productions. This holistic approach aims not only to attract visitors but also to foster deeper connections and lasting impressions.
As Pattaya prepares for the upcoming tourism seasons, the mood is one of hopeful vigilance. The city is poised to move beyond its legacy as a party hotspot toward becoming a multifaceted destination that embodies the new Thai tourism ethos: sustainable, authentic, and value-driven.
With Thailand’s broader tourism landscape evolving rapidly under TAT’s bold 2026 blueprint, Pattaya’s future success hinges on the effective translation of strategy into on-the-ground realities. For a city that has weathered many ups and downs, the promise of “Value is the New Volume” offers a compelling vision — one that Pattaya is eager to help realize.
Funding & Investment in Travel
Crypto Custody Startup BitGo Files Confidentially To Go Public

Crypto custody startup BitGo filed confidentially to go public on Tuesday, the company said.
It is not yet clear on which exchange Bitgo plans to offer its shares, or what its price range will be.
Founded in 2013, Palo Alto, California-based BitGo has raised a known $170 million in funding, per Crunchbase data. The company aims to securely store and manage cryptocurrency and other digital assets
In August 2023, BitGo raised a $100 million Series C round at a $1.75 billion valuation. It was a step up in valuation from what BitGo would have been valued at had it been acquired by digital asset investment firm Galaxy Digital in a proposed $1.2 billion acquisition that was called off in 2022.
The company went on to raise another corporate round of funding in January 2024 for an undisclosed amount, according to Crunchbase data.
Bitcoin prices soared to over $100,000 in 2024, and currently trades at nearly $119,000 with projections it could go even higher in 2025. And after many headlines about regulation in the industry, the U.S. passed what is being described as the country’s “first major national cryptocurrency legislation.” The legislation is expected to be signed into law later this week.
A thawing IPO pipeline?
After an IPO drought, we’re seeing a flurry of filings in 2025, with more potentially planned in the coming year. Cryptocurrency exchange Kraken is expected to go public via an initial public offering sometime in early 2026.
San Francisco-based collaborative design platform Figma on Monday outlined the plans of its IPO, revealing it intends to raise nearly $1 billion.
But other fintech and crypto-related companies have already gone public so far in 2025.
In early June, shares of Circle closed up 168% at $83.29 in their first day of trading on the New York Stock Exchange, minting the stablecoin issuer with a market cap of around $16.7 billion and renewing hopes for an IPO market rebound. As of July 22, the stock had more than doubled from its first-day closing — trading at over $194 per share.
Digital bank Chime went public on June 12, and came out swinging. Chime’s shares shot up 37% in first-day trading on Nasdaq, closing at $37. As of July 22, the stock was trading at just over $33.
Related reading:
Illustration: Dom Guzman
Stay up to date with recent funding rounds, acquisitions, and more with the
Crunchbase Daily.
Funding & Investment in Travel
Startups Supplying Scarce Materials And Rare Earth Elements See Abundant VC Funding

It’s well known that scaling cutting-edge technologies and battery production requires supply-constrained materials such as lithium, cobalt and nickel, as well as rare earth elements sourced from just a few locations on the planet.
Tech giants, automakers and other industrial players have long been cognizant of the supply chain risks. And recent headlines show concerns increasingly spilling over into geopolitics.
Startups haven’t been sitting this one out either. In the past few quarters, a growing roster of venture-backed companies has secured funding for areas including battery and magnet recycling, rare earth-focused mining technology, and even extracting materials from space.
Collectively, they’ve raised billions to date, including some large recent rounds. To illustrate, we used Crunchbase data to put together a list of a dozen companies, most funded in the past year, with a mission of supplying scarce materials through recycling or at their original source.
Most venture money going to recycling
The largest investment recipients are focused on recycling, looking to extract scarce materials from devices, scrap, batteries and industrial machines no longer in use.
In this arena, the two most heavily funded startups — Massachusetts-based Ascend Elements and Nevada-based Redwood Materials — are both focused on batteries and have been around a while. Together, they’ve pulled in nearly $3 billion in equity funding and over $1 billion in debt financing to date.
Notably, however, both companies secured most of their funding between 2021 and 2023. That coincided with a more bullish period overall for cleantech equity funding. Since then, sustainability-focused investment has trended lower, with U.S. investors in particular seeing impacts from the Trump administration dialing back support for clean energy initiatives.
Outside the U.S., meanwhile, we’ve seen some more recent, sizable rounds around critical materials recycling.
Out of Canada, Cyclic Materials announced in June that it raised $25 million to build a rare earth recycling facility in Kingston, Ontario. It will take magnet-rich scrap and retired industrial products to recycle rare earth elements used in EV motors, wind turbines and consumer devices. Per Cyclic, it’s an undertapped market, as today, less than 1% of rare earth elements are recycled.
On the earlier-stage side, two German companies also raised good-sized financings. Cylib, which develops technology to draw critical raw materials from end-of-life batteries, picked up a $64 million Series A last spring. And at seed-stage, Munich-based Tozero secured $12 million for a plant to recover raw materials from recycled lithium-ion batteries.
Mining attracts capital too, following MP Material’s footsteps
Startup capital is also flowing to ventures focused on mining critical materials.
Before looking at the latest funding picks, however, it seems worth pointing out that MP Materials — the company generating headlines of late around rare earth mining — is itself a stock market success story with some Silicon Valley roots.
Shares of Las Vegas-based MP shot higher this month following news that the U.S. Defense Department agreed to buy an equity stake in the company, which operates the country’s only rare earth mine in Mountain Pass, California. A few days later, Apple announced a $500 million commitment to buy rare earth magnets developed at an MP Materials’ facility in Fort Worth, Texas.
Notably, MP was one of the earlier companies to ride the SPAC boom, making its public market debut in 2020 through a merger with a blank-check company. The deal included an equity investment from backers including venture capitalist and onetime “SPAC king” Chamath Palihapitiya.
More recently, we’ve seen a few startups nab venture and debt financing around mining efforts and technologies targeting scarce metals.
Montreal-based Torngat Metals secured $120 million in debt financing last month from government sources for a rare earth mining project in Strange Lake, located in Quebec’s northernmost region. It touts the project, which includes “detailed caribou avoidance procedures,” as a strategically important national initiative in a time when Chinese domination of heavy rare earth metals threatens others’ ability to build and source high-performance magnets.
Phoenix Tailings, based in Woburn, Massachusetts, also attracted investors’ interest, pulling in $76.4 million in fresh financing this year, per a May securities filing. The company has developed a process to extract valuable metals and rare earth elements from mining waste.
Exits next?
Major U.S. market indices are trading near all-time highs these days, so it’s looking like a good time for public companies in a lot of industries. But those tied to sourcing of rare metals and battery materials are riding particularly high.
MP Materials, for instance, had a recent market cap around $10 billion — its highest to date. Rare earth stocks more broadly are also sharing in the enthusiasm.
Could IPOs and acquisitions for the most heavily funded companies tied to sourcing scarce materials be next? These aren’t likely to be the fastest-moving spaces for dealmaking, but at least for now some momentum is on their side.
Related Crunchbase query:
Related reading:
Illustration: Dom Guzman
Stay up to date with recent funding rounds, acquisitions, and more with the
Crunchbase Daily.
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