Technology

MongoDB Makes Enterprise AI Production Ready

Published

2 months ago

May 7, 2026

Unified Data Platform Delivers Native Embeddings Generation, Persistent Agent Memory, and
Real-Time Operational Data

LONDON, May 7, 2026 /PRNewswire/ — MongoDB, Inc. (NASDAQ: MDB) today announced new capabilities at MongoDB local London 2026, furthering its vision and strategy of delivering a unified AI data platform that gives enterprises everything they need to run agents in production—a real-time database, full text and vector search, memory, embeddings, and reranker models—all in one platform. Until now, enterprises have had to stitch together disparate systems and to hope they would work together at scale. MongoDB has solved that.

“The hardest part of running agents in production isn’t the model. It’s the data layer underneath it,” said CJ Desai, President and Chief Executive Officer of MongoDB. “To trust an agent at scale, it has to retrieve the right context, hold memory across sessions, and operate at machine speed, wherever the enterprise needs it. That’s why AI-native companies like ElevenLabs build voice agents on MongoDB, and why institutions like Lloyds Banking Group trust it for mission-critical workloads.”

Retrieval accuracy

With Automated Voyage AI Embeddings in MongoDB Vector Search, now in public preview, embeddings are now generated automatically as data is written or updated to give agents accurate, real-time context.

Agents are only as good as what they remember and what they can retrieve. Embedding models convert information into vectors—an array of numbers that represent meaning mathematically—so an agent can find the right information. MongoDB’s Voyage AI embedding models rank #1 on the Retrieval Embedding Benchmark (RTEB). This means agents built on MongoDB can accurately find the right information.

Automated Voyage AI Embeddings removes the manual infrastructure work that has historically stood between enterprises and accurate AI search. Enterprises that previously spent weeks building search infrastructure can now ship semantic search in minutes.

High accuracy requires strong memory. Agents without memory can’t learn, improve, or be trusted. The LangGraph.js Long-Term Memory Store, now generally available, gives JavaScript and TypeScript developers persistent, cross-conversation agent memory that Python developers have had—powered by MongoDB Atlas, as a single backend, with no additional database required.

“When AI tools and agents produce a wrong answer, the instinct is to blame the model,” said Pablo Stern, Chief Product Officer, AI and Emerging Products at MongoDB. “But the data platform is what enables the agent with the right context and memory to act correctly. With MongoDB, we’ve made this easy. Developers no longer have to build and maintain data infrastructure, wire up embeddings, or manage syncing between systems. They can focus on business outcomes rather than the plumbing.”

Performance under pressure

MongoDB 8.3, available today, delivers up to 45% more reads, 35% more writes, 15% more ACID transactions, and 30% more complex operations over MongoDB 8.0—without changing a line of application code.

When enterprises like Adobe need to scale to serve Fortune 500 marketing teams on one of the world’s most widely used platforms, the requirements are clear: sub-100ms retrieval, sub-second context updates, and zero downtime. MongoDB Atlas is built for AI speed.

“The requirements of enterprises running AI at scale are what we build for. MongoDB 8.3 makes agent workloads faster and cheaper to run on infrastructure customers already have. We’ve also moved common data transformations into the database itself, so teams no longer have to maintain external pipelines just to feed their agents. Production AI doesn’t wait, and neither do we,” said Ben Cefalo, Chief Product Officer, Core Products at MongoDB.

Run anywhere

For banks, healthcare organizations, and government agencies, deployment choice isn’t optional. It’s often a data residency requirement set before architecture enters the conversation.

MongoDB runs across Amazon Web Services (AWS), Google Cloud, Microsoft Azure, on-premises, and in hybrid environments. Customers get one database, one API, and one set of skills that work consistently wherever they deploy.

Cross-region connectivity for AWS PrivateLink, now generally available, ensures that database traffic between MongoDB Atlas clusters in different AWS regions stays on the AWS private network, with no exposure to the public internet. That helps security teams approve cross-region architectures faster, with fewer exceptions, and without forcing a tradeoff between compliance and global reach.

With these announcements, MongoDB continues to deliver what enterprises need to run AI agents in production—all in one platform.

What’s new at MongoDB.local London 2026:

Automated Voyage AI Embeddings in MongoDB Vector Search for Atlas — Public PreviewMongoDB 8.3 — Generally AvailableLangGraph.js Long-Term Memory Store Integration — Generally AvailableCross-Region Connectivity Support for AWS PrivateLink — Generally AvailableFeast Feature Store Integration with MongoDB — Generally AvailableNew Query Expressions for Data Transformation — Generally AvailableMongoDB AI Skill Badges — Generally Available

About MongoDB
Headquartered in New York, MongoDB’s mission is to empower innovators to create, transform, and disrupt industries with software. MongoDB’s unified database platform was built to power the next generation of applications, and MongoDB is the most widely available, globally distributed database on the market. With integrated capabilities for operational data, search, real-time analytics, and AI-powered data retrieval, MongoDB helps organizations everywhere move faster, innovate more efficiently, and simplify complex architectures. Millions of developers and more than 65,200+ customers across industries – including ~75% of the Fortune 100 – rely on MongoDB for their most important applications. To learn more, visit mongodb.com.

Forward-Looking Statements
This press release includes certain “forward-looking statements” within the meaning of Section 27A of the Securities Act of 1933, as amended, or the Securities Act, and Section 21E of the Securities Exchange Act of 1934, as amended, including new capabilities announced at MongoDB .local London 2026. These forward-looking statements include, but are not limited to, plans, objectives, expectations and intentions and other statements contained in this press release that are not historical facts and statements identified by words such as “anticipate,” “believe,” “continue,” “could,” “estimate,” “expect,” “intend,” “may,” “plan,” “project,” “will,” “would” or the negative or plural of these words or similar expressions or variations. These forward-looking statements reflect our current views about our plans, intentions, expectations, strategies and prospects, which are based on the information currently available to us and on assumptions we have made. Although we believe that our plans, intentions, expectations, strategies and prospects as reflected in or suggested by those forward-looking statements are reasonable, we can give no assurance that the plans, intentions, expectations or strategies will be attained or achieved. Furthermore, actual results may differ materially from those described in the forward-looking statements and are subject to a variety of assumptions, uncertainties, risks and factors that are beyond our control including, without limitation: our customers renewing their subscriptions with us and expanding their usage of software and related services; global political changes; the effects of the ongoing military conflicts between Russia and Ukraine and Israel and Hamas and recent events in Venezuela on our business and future operating results; economic downturns and/or the effects of rising interest rates, inflation and volatility in the global economy and financial markets on our business and future operating results; our potential failure to meet publicly announced guidance or other expectations about our business and future operating results; reputational harm or other adverse consequences resulting from use of AI and ML in our product offerings and internal operations if they don’t produce the desired benefits; our limited operating history; our history of losses; our potential failure to repurchase shares of our common stock at favorable prices, if at all; failure of our platform to satisfy customer demands; the effects of increased competition; our investments in new products and our ability to introduce new features, services or enhancements, including AI and ML; social, ethical and security issues relating to the use of new and evolving technologies, such as artificial intelligence, in our offerings or partnerships; our ability to effectively expand our sales and marketing organization; our ability to continue to build and maintain credibility with the developer community; our ability to add new customers or increase sales to our existing customers; our ability to maintain, protect, enforce and enhance our intellectual property; our ability to continue to increase revenue from our Atlas platform; the effects of social, ethical and regulatory issues relating to the use of new and evolving technologies, such as AI and ML, in our offerings or partnerships; the growth and expansion of the market for database products and our ability to penetrate that market; our ability to maintain the security of our software and adequately address privacy concerns; our ability to manage our growth effectively and successfully recruit and retain additional highly-qualified personnel; our ability to integrate acquisitions and work with our strategic partners effectively; and the price volatility of our common stock. These and other risks and uncertainties are more fully described in our filings with the Securities and Exchange Commission (“SEC”), including under the caption “Risk Factors” in our Annual Report on Form 10-K for the fiscal year ended January 31, 2026, filed with the SEC on March 11, 2026. Additional information will be made available in other filings and reports that we may file from time to time with the SEC. Except as required by law, we undertake no duty or obligation to update any forward-looking statements contained in this release as a result of new information, future events, changes in expectations or otherwise.

Contacts
Investors
ir@mongodb.com

Media
press@mongodb.com

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SOURCE MongoDB, Inc.

Technology

EV All Day Launches Instant Battery-Health Check for Used Electric Cars

Published

11 hours ago

July 12, 2026

A used electric car’s most valuable part, its battery, is also the one thing no advert, V5C or history check will show you. EV All Day’s new £9.99 check changes that, giving buyers an instant, independent estimate of battery health, real-world range and remaining warranty before they ever view the car.

BRISTOL, England, July 12, 2026 /PRNewswire-PRWeb/ — EV All Day, a UK-based vehicle verification service, has launched to give used electric vehicle (EV) buyers and sellers the check that matters most for a battery-powered car: an independent read on the condition of its battery, before they buy.

The battery can be up to 40% of an EV’s value and thousands of pounds to replace, but nothing makes a seller prove its condition. For £9.99, we give buyers that proof before they travel to view.

While UK consumers can readily check any vehicle for outstanding finance, theft and write-off status, the single biggest factor in an electric car’s value and reliability, the health of its battery, has remained effectively invisible to buyers. Standard history checks were built for petrol and diesel cars and say nothing about battery condition, and a seller is under no obligation to evidence it.

EV All Day closes that gap. For £9.99, the service delivers an instant digital report estimating a used EV’s battery health, real-world range now versus when new, and how much battery warranty remains, from nothing more than a registration and the current mileage.

The Missing Check in Used EV Buying

On a petrol car, buyers judge condition on mileage and service history. On an electric car, the number that really decides value is one they can’t see. The battery can account for up to 40% of an EV’s value and costs anywhere from £5,000 to £15,000-plus to replace, yet its condition never appears on the advert, the V5C or the MOT.

Because batteries degrade gradually with age, mileage and charging habits, mileage alone is a poor guide: a well-treated 80,000-mile car can hold a healthier battery than a hard-charged 30,000-mile one. Until now, buyers have had no independent way to tell the difference before travelling to view a car.

“On a petrol car you check the mileage and the service history. On an electric car, the number that decides value is one you simply can’t see: the health of the battery. And no seller is obliged to show it to you,” said Simon Brown, founder of EV All Day.

“For £9.99 and about thirty seconds, we give buyers an honest estimate of that battery’s health, its real-world range and how much warranty is left, straight from the listing, before they ever travel to a viewing. It’s the check that’s been missing from used EV buying.”

What an EV All Day Check Shows

Every £9.99 report is built around an EV-specialist battery and range core, powered by ClearWatt, and cross-checked against official DVSA MOT and mileage records.

The report may include:

An estimated battery-health reading and range retention versus when newA battery-health grade (such as A+) where a manufacturer test record existsExpected real-world range now, shown side by side with the official WLTP figureRemaining battery warranty in miles and months, with an Active or Expired badgeUsable and total battery capacity (kWh)Charging, running cost, efficiency and full specification, where that data is held (powered by EV Database)Full MOT and mileage history from the DVSA, which also feeds the range estimate

The service is offered through two entry points to suit how buyers search: an EV Battery Health Check that leads with the battery reading, and a fuller Used EV Check that adds charging, running-cost and specification detail. Both are the same £9.99 report.

Crucially, EV All Day is honest about what the reading is: an estimate built from aggregated real-world data plus the specific car’s age and mileage, with a manufacturer grade shown where a test record exists, not an OBD-measured State of Health. It is the read buyers can get from a listing, before they ever contact the seller.

Coming Soon: A Full EV History Check

A comprehensive EV history check, bringing battery condition, charging and running costs, and full vehicle provenance together in a single report, is scheduled to follow, giving used EV buyers everything they need in one place.

Reducing Risk in a Fast-Growing Market

As more electric cars reach their second and third owners, so does the risk of undisclosed battery degradation. A tired battery can look identical to a healthy one on a forecourt, and dashboard range figures alone can mislead. Heavy, frequent rapid charging can roughly double the rate of battery wear, meaning two seemingly identical cars can hold very different batteries.

By providing an independent estimate of battery health and range, EV All Day helps buyers verify a used EV’s real condition rather than relying on seller claims, and helps sellers with a healthy battery evidence it to support their asking price. UK market research suggests buyers pay several hundred pounds more for a used EV with evidenced battery health, and that such cars sell noticeably faster.

Designed for Buyers, Sellers and the Trade

EV All Day is designed for use by:

Used EV buyers, screening listings and verifying battery health before travelling to viewPrivate sellers, evidencing a healthy battery and remaining warranty to support asking pricesDealers and traders, appraising electric vehicles quickly and consistentlyEV owners, understanding their car’s battery condition over time

The service is intended to complement existing vehicle history checks rather than replace them.

How the Service Works

Using EV All Day involves three steps:

Enter a UK registration number and current mileage, with no VIN required. The car is confirmed as an eligible EV before any payment is taken, and mileage is pre-filled from the latest MOT.Complete a single secure card payment of £9.99 through Stripe, with no subscription and no account.Receive the report in seconds, delivered three ways: instantly on screen, as a downloadable PDF, and as a copy by email.

If a report cannot be generated because data is unavailable for the vehicle, the customer is refunded in full, automatically. Coverage spans the mainstream UK electric market, including Tesla, Nissan, Kia, Hyundai, Volkswagen, BMW, MG and Jaguar, among many others.

The Switch to Electric Is Accelerating

The launch comes as electric vehicles take an ever-larger share of the UK market, with registrations climbing year on year and new petrol and diesel car sales due to end in 2030. As more of these vehicles reach the used market, buying with confidence increasingly means knowing each battery’s real condition, not just its mileage.

Availability

EV All Day is available now at evallday.com. Reports are delivered instantly where data is available, with an automatic full refund where a report cannot be generated.

About EV All Day

EV All Day is a UK-based vehicle verification service focused exclusively on electric vehicles. Operated by EV All Day Ltd and based in Chepstow, the platform combines EV-specialist battery and range data from ClearWatt with vehicle specification data from EV Database and official MOT and mileage records from the DVSA, helping buyers, sellers and the trade judge a used EV’s true condition. Reports cost £9.99, with an automatic full refund where a report cannot be generated.

Media Contact

Simon Brown, EV All Day, 44 01632 961111, hello@evallday.com, https://evallday.com/

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SOURCE EV All Day

Technology

AlgoLaser Launches DIY KIT MK3: Start, Just That Simple–A Smarter Way to Laser Engrave

Published

1 day ago

July 11, 2026

SHENZHEN, China, July 11, 2026 /PRNewswire/ — AlgoLaser, a global leader in smart laser engraving technology, today officially launched its latest desktop laser engraver: the DIY KIT MK3. For years, complex assembly, cumbersome operation, and steep learning curves have kept many creators from exploring laser engraving. The DIY KIT MK3 eliminates these barriers. Built around the core promise to ‘Start, Just That Simple,’ it features optimized structural engineering, an intuitive AlgoOS-powered HD touchscreen, and significantly boosted laser performance. From unboxing to final creation, the DIY KIT MK3 seamlessly streamlines the entire process while delivering exceptional value.

Streamlined Assembly for Immediate Use

The DIY KIT MK3 introduces an innovative Structrix Frame, featuring precision alignment slots and cable management. Arriving 95% pre-assembled, the machine can be fully set up in just five simple steps in under 10 minutes. This completely eliminates traditional frustrations like belt tensioning, repeated alignments, and messy wiring.

Intelligent, Computer-Free Operation

Powered by the proprietary AlgoOS, the built-in HD touchscreen enables fully offline, standalone operation. It boasts smart parameter recommendations, drag-and-drop positioning, and direct image processing. Combined with over 400 ready-to-use projects and creative tools like AlgoType and AlgoSketch, the system allows beginners to start creating instantly—no computer or technical expertise required.

Enhanced Power and Speed for Higher Productivity

Equipped with new 8W, 15W, and 20W laser modules, the DIY KIT MK3 delivers up to a 60% power increase over its predecessor. Robust structural and material upgrades fully harness this power, ensuring stable, high-precision engraving at speeds up to 15,000 mm/min. Additionally, the spacious 400×400mm workspace and an efficient repetitive processing mode make intricate designs and small-batch production highly practical, empowering users to easily monetize their craft.

Modular Design for Long-Term Flexibility

The DIY KIT MK3’s modular architecture supports seamless laser module upgrades and effortless integration with accessories like rotary attachments. This flexibility adapts to diverse needs—from scaling an Etsy business to exploring family DIY projects. Furthermore, with an optional Class 1 safety enclosure and multiple built-in monitoring systems, the DIY KIT MK3 provides peace of mind, making it safe for both commercial studios and home environments.

Availability

The DIY KIT MK3 is now available for pre-order exclusively on the official website, algolaser.com. From July 11–31, customers can order during the Super Early Bird window and enjoy exclusive perks, including free gifts and bonus points. It will then launch globally on Amazon and other major platforms starting August 1.

Order now to secure early access before the worldwide launch.

About AlgoLaser

AlgoLaser is a global provider of smart laser engraving solutions, dedicated to empowering makers, educators, and everyday creators around the world. By pairing high-performance hardware with the intuitive AlgoOS operating system, AlgoLaser breaks down technical barriers to make professional-quality creation as simple as everyday printing. The company is committed to helping users of all skill levels effortlessly transform creative ideas into reality, making laser technology easier, safer, and accessible enough for every household. For more information, visit www.algolaser.com.

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SOURCE AlgoLaser

Technology

DRAI Health Introduces SpaceXAI-Powered Personalized Voice Interaction in heyDRAI

Published

2 days ago

July 11, 2026

New capability delivers more natural, adaptive, and human-centered voice-guided healthcare experiences

LOS ANGELES, July 11, 2026 /PRNewswire-PRWeb/ — DRAI Health today announced the launch of a new personalized voice interaction capability within heyDRAI, its AI-powered healthcare platform. Powered by advanced SpaceXAI technology, this innovation enables more natural, expressive, and context-aware voice-guided healthcare interactions, further advancing DRAI Health’s mission to deliver truly patient-centric digital care.

“By integrating SpaceXAI technology into heyDRAI, we are enabling a more natural, adaptive, and emotionally intelligent interface that enhances how patients interact with healthcare information.” said Gor Galstyan, CTO of DRAI Health.

The new capability transforms AI-guided consultations from static, text-based exchanges into dynamic, conversational experiences tailored to each individual user. Patients can select from a range of voice styles—such as calm and reassuring, clear and clinical, or energetic and motivational—allowing interactions to align with their personal preferences and emotional needs.

Unlike conventional text-to-speech systems that simply vocalize scripted content, heyDRAI’s SpaceXAI-powered voice interaction is designed to understand conversational context, adjust tone dynamically, and deliver responses in a more human-like manner. This creates a more engaging and intuitive experience that helps patients feel more comfortable, attentive, and connected throughout their healthcare journey.

Each user’s preferred voice profile is retained across interactions, ensuring continuity and personalization over time, while maintaining flexibility for users to modify their preferences as needed.

Technology Differentiation Through SpaceXAI Integration

The integration of SpaceXAI technology enables a new class of voice interaction that goes beyond traditional AI voice systems by incorporating:

Context-aware response generation rather than static script delivery

Adaptive tone modulation based on conversational flow and user engagement

Improved reasoning and coherence in multi-step healthcare interactions

More natural conversational pacing, reducing cognitive load for users

These capabilities are particularly important in healthcare, where clarity, empathy, and precision directly impact patient understanding and engagement.

Leadership Commentary

“Healthcare conversations are deeply personal. Our goal is to make interactions with AI feel less transactional and more human,” said Gor Galstyan, CTO of DRAI Health. “By integrating SpaceXAI technology into heyDRAI, we are enabling a more natural, adaptive, and emotionally intelligent interface that enhances how patients interact with healthcare information.”

Enhancing the Patient-Centric Healthcare Experience

The introduction of personalized voice interaction represents a significant step forward in DRAI Health’s broader vision to create a continuous, patient-centered healthcare experience spanning:

Wellness and preventive care

Symptom assessment and early intervention

Acute and chronic condition support

Post-acute recovery and ongoing monitoring

By embedding advanced voice interaction into the consultation flow, heyDRAI improves accessibility for a wide range of users, including those who prefer voice-first interaction or may have difficulty engaging with traditional text-based interfaces.

Looking Ahead

The personalized voice capability is now available within heyDRAI and will continue to evolve with additional features, including deeper personalization, multilingual support, and enhanced clinical interaction workflows.

About DRAI Health

DRAI Health is developing AI-powered healthcare technologies designed to transform how patients, providers, and health systems interact with medical information. Through platforms such as heyDRAI, the company focuses on intelligent intake, guided consultation, patient engagement, and clinical decision support.

DRAI Health’s mission is to make healthcare more accessible, personalized, and human-centered, leveraging advanced artificial intelligence combined with real-world clinical insight.

For more information, visit www.draihealth.com.

Media Contact

Kelsey Whiddon, DRAI Health, Inc., 1 818.621.1441, marketing@draihealth.com, https://www.draihealth.com/

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SOURCE DRAI Health, Inc.