Marvell Raises Revenue Forecast to $90B, Powered by Google's AI Chip Demand

Key Takeaways

• Marvell raised its revenue outlook to about $20 billion for next year and up to $90 billion by fiscal 2031 on strong AI chip demand
• Marvell designs custom AI chips for Google and other cloud companies seeking purpose-built silicon
• Marvell's stock has tripled so far this year, surging 6 percent in one day after the forecast raise
• Gigabyte reported record September revenue of NT$63.099 billion, driven by NVIDIA HGX and GB300 NVL72 server racks
• Utah approved a first-in-nation AI healthcare pilot allowing AI-powered acne prescriptions, with clinician agreement rates above 96 percent
• Tempus AI received FDA clearance for its ECG-MR tool that detects mitral regurgitation in patients aged 65 and older
• Wealth management firms show weak returns on AI investments, with only 6 percent using agentic tools inside workflows despite 87 percent adoption
• Teradyne made a strategic investment in Bright Machines to accelerate AI hardware production
• Serval acquired cybersecurity firm Ensignia to strengthen security in AI automation
• The AI Lab released its Trust Identity Protocol, a post-quantum content verification system for digital authorship

Marvell raises long-term revenue forecast on AI chip demand

Marvell Technology raised its revenue outlook after strong demand for AI data center chips. The company now expects about $20 billion in sales next year and up to $90 billion by fiscal 2031. Marvell designs custom AI chips for companies including Google. Its shares rose sharply following the announcement.

Marvell Investor Day highlights custom AI chip strategy

Marvell hosted its Investor Day in New York to discuss its custom AI silicon plans. CEO Matt Murphy said cloud companies increasingly prefer custom chips built for their specific needs. Rival Broadcom also rose in sympathy with Marvell. Marvell's stock is up 239 percent so far this year.

Marvell lifts sales outlook as AI demand drives stock surge

Marvell shares more than tripled this year after the company raised its long-term sales forecast. The chip designer expanded its custom AI chip business for data centers. Marvell now expects about $20 billion in sales next year and $70 billion to $90 billion in fiscal 2031. The stock surged 6 percent in one day.

Marvell stock jumps after raising revenue guidance on AI growth

Marvell Technology announced higher long-term revenue targets at its annual investor day. The company expects about $20 billion in sales next year and up to $90 billion by fiscal 2031. These forecasts exceed analyst expectations. Marvell has been expanding its custom AI chip designs for data centers and its shares tripled this year.

Utah approves AI app to write acne prescriptions without a doctor

Nolla Health's Nolla Derm app received approval in Utah to issue initial acne prescriptions using AI. Patients complete a questionnaire and face scan through the app. The program runs in stages with physician review at each step. Clinicians agree with the AI's recommendations in over 96 percent of cases. The pilot will run for one year.

Utah launches first-in-nation AI healthcare pilot with major providers

Utah announced a first-in-the-nation AI healthcare pilot on October 5, 2026, at the state Capitol. Intermountain Health, University of Utah Health and three other companies were approved to use AI for patient care. The program will allow AI-powered prescription renewals, visual evaluations and physical therapy recommendations. Each AI process must disclose that AI is running it, and the state says the sandbox approach is designed to keep patients safe.

Tempus AI shares rise after FDA clearance for AI heart tool

Tempus AI (TEM) shares moved higher after the FDA granted 510(k) clearance for Tempus ECG-MR. The AI tool checks standard 12-lead ECGs in patients aged 65 or older for possible undiagnosed mitral regurgitation. The stock reached US$83.55 with a strong short-term return. Analysts note mixed views on valuation, but Tempus reported 22% year-over-year revenue growth in Q2.

Tempus AI gains FDA clearance for AI mitral regurgitation detection

In September 2026, the FDA cleared Tempus ECG-MR, an AI tool for detecting moderate or severe mitral regurgitation. The tool analyzes resting ECGs in at-risk patients 65 years or older. This move expands Tempus AI beyond oncology and genetic testing into cardiovascular diagnostics. The clearance could change how clinicians use ECG data in hospitals.

The AI Lab releases post-quantum content verification protocol

The AI Lab made its Trust Identity Protocol (TIP) publicly available as a post-quantum system for verifying content authorship. TIP uses ML-DSA-65 signatures, SHAKE-256 content fingerprints and a decentralized ledger to record who created a digital work and whether it was changed. The protocol is available as a browser extension and web app. The company says AI is speeding up quantum computing advances, giving creators roughly two years to prepare.

Gigabyte revenue hits record high on surging AI server demand

Gigabyte reported September revenue of NT$63.099 billion, up 33.12% from the previous month and 125.5% year-over-year. AI server revenue surpassed NT$50 billion in a single month, a huge jump from about NT$15 billion last year. The server business now makes up 80% of revenue, driven by NVIDIA HGX and GB300 NVL72 racks. Full-year revenue is projected to double compared to last year.

Wingsure launches AI coffee farm platform Coffea

Wingsure launched Coffea, an AI-powered platform that builds farm records for coffee sourcing, sustainability, finance and risk. The system uses smartphones with augmented-reality prompts and multilingual voice tools to collect farm data that can be geotagged and used offline. It aims to replace repeated surveys with a single evolving farm record for buyers, lenders and insurers. The FNC Technical Manager Álvaro Gaitán said the organization is engaging with Wingsure to explore the technology. Wingsure says its work has reached over 500,000 farmers, though it did not disclose pricing or current coffee users.

Serval acquires Ensignia to add security to AI automation

Serval, an AI-native enterprise service management company, acquired cybersecurity firm Ensignia. The deal is meant to strengthen Serval's AI automation offerings with stronger security features. The companies said the integration will support areas such as process automation, predictive maintenance and supply chain optimization. The acquisition is subject to regulatory approval and is expected to close in the coming months.

Wealth managers see limited returns from AI investments

A new analysis says wealth management firms are not getting the expected value from their AI investments despite rapid adoption. Data shows 87% of firms use or pilot AI, but only 6% use agentic tools inside workflows. A survey of firms managing $8.6 trillion found a weak link between AI spending and measurable business value. The main bottleneck is that most firms use AI tools alongside disconnected systems instead of inside a unified operating system. Firms that build AI-native platforms reportedly see much larger productivity gains.

Teradyne invests in Bright Machines to speed AI hardware production

Teradyne, an automation and robotics company, made a strategic investment in Bright Machines, which specializes in AI hardware manufacturing. The partnership is aimed at speeding up development of AI hardware and bringing new solutions to market faster. The companies said the collaboration will help create job opportunities in the AI sector. The exact investment amount was not disclosed.

SENTINEL defense reduces LLM jailbreak success rates

Researchers introduced SENTINEL, a plug-and-play defense against jailbreak attacks on large language models. The approach extracts and scores intention-revealing subsequences by matching aligned input and output regions. Tests on HarmBench showed SENTINEL reduced jailbreak success rates to close to 5% while keeping over-refusal low. The study also demonstrated robustness to adaptive attacks and offered a mechanistic interpretation of how the method works.

Sources

• Marvell raises 2028 revenue forecast on strong AI data center demand
• Marvell Rallies 6% as Investor Day Presses the Custom AI Silicon Case; Broadcom Advances 4%
• Marvell Lifts Its Sales Outlook on Strong AI Demand. The Stock Is Surging
• Marvell Lifts Its Sales Outlook on Strong AI Demand. The Stock Is Surging
• An AI app is now writing first-time acne prescriptions in Utah without a doctor
• Utah reveals exclusive AI health apps with free prescriptions
• Tempus AI (TEM) Shares Just Moved, So What Is Going On?
• Tempus AI Stock After FDA Clearance for AI Heart Valve Detection
• The AI Lab Launches Post-Quantum TIP Protocol for Content Verification
• Gigabyte September Revenue Doubles to Record High as AI Server Sales Top NT$50 Billion in a Single Month
• Wingsure Launches AI-Powered Coffee Farm Intelligence Platform
• Dealroom.co | Serval buys Ensignia to embed security in its AI automation push
• Why Wealth Managers Are Not Seeing Expected AI Returns
• Dealroom.co | Teradyne invests in Bright Machines to speed AI hardware manufacturing
• Reactivating Alignment: Defending LLMs from Jailbreaks via Intention-Aware Input-Output Matching