Technology
MongoDB Delivers Accurate AI Retrieval Wherever Enterprise Data Lives
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2 months agoon
By
New Voyage AI capabilities and Search for on-premises and private cloud let enterprises build accurate, compliant AI applications to run anywhere without rewriting their applications and relying on bolt-on tools
BENGALURU, India, June 30, 2026 /PRNewswire/ — MongoDB, Inc. (NASDAQ: MDB) today announced new capabilities at MongoDB.local Bengaluru that address the two reasons enterprise AI projects routinely stall before production: retrieval that isn’t accurate enough to trust and infrastructure that can’t meet compliance requirements. voyage-context-4, Hybrid Search, and Native Reranking work together to improve retrieval accuracy, with Native Reranking alone improving retrieval quality by up to 30%*. The capabilities are powered by Voyage AI models that outperform Google and Cohere on the public Retrieval Embedding Benchmark leaderboard. Search and Vector Search are now generally available for MongoDB Enterprise Advanced and Community Edition, bringing the same retrieval capabilities Atlas customers rely on to on-premises, private cloud, and local environments where regulated enterprises and startups operate. Together, these capabilities give enterprises and builders a production-ready retrieval stack that is accurate, compliant, and deployable wherever their data lives.
“The biggest barrier to enterprise AI in production and at scale isn’t the LLM. It’s memory, retrieval, accuracy, and compliance. Most enterprises aren’t blocked by ambition. They’re held back by infrastructure that wasn’t designed to provide AI with trusted access to enterprise data. Bolting on more systems to solve those problems only creates more vendors, more latency, and more points of failure,” said Ben Cefalo, Chief Product Officer, Core Products, MongoDB. “Whether you’re running in the cloud, private cloud, or behind a firewall, MongoDB gives you the same production-grade retrieval capabilities wherever your data lives.”
Voyage AI: Accuracy begins with top-ranked embedding models
Accuracy is the first bar AI has to clear for production. The second is ensuring AI works from current data, not outdated data sitting in a separate search system. Today, MongoDB launched three new capabilities, built into the database, that deliver more accurate retrieval and keep applications working from current data.
Native Reranking in MongoDB Atlas, now in public preview, is powered by Voyage AI and delivers up to a 30% boost in retrieval quality directly inside the database, eliminating a leading cause of AI project failure. It works on top of existing search results, with no external APIs, keys, or round-trips to manage.Voyage Context 4, now generally available, is a new embedding model built for long documents. It processes long documents in full context rather than isolated chunks, preserving meaning across complex enterprise content for better retrieval accuracy. It drops into existing RAG pipelines without re-architecting.Hybrid Search in MongoDB, now generally available, combines full-text and vector search in a single query inside the operational database, delivering precision retrieval without separate systems or complex query logic. Because embeddings stay up to date automatically, agents retrieve from the current state of the data rather than a stale copy.
Emergent Labs is an AI-native app development platform and one of the fastest growing startups in the world. The company first tested its platform on PostgreSQL, where agents repeatedly got stuck in schema migration loops every time users refined their ideas. On MongoDB Atlas, agents create and modify data structures freely as applications evolve, and because search and embeddings live in the same database as that constantly changing data, retrieval keeps up with it.
“Our agents write code, modify data structures, and act on what they read back millions of times a day. If retrieval returns something stale or wrong, the agent builds on it, and the error compounds. MongoDB gives us the retrieval accuracy to keep agents working from the current state of the data, and that’s what lets us run two million applications at scale,” said Mukund Jha, CEO of Emergent Labs.
Run AI anywhere without compromising on accuracy or increasing risk
Retrieval accuracy is only half the problem enterprises face. The other half is whether they’re allowed to run it where their data must reside, and for enterprises in regulated industries, the answer is rarely the public cloud. Data residency mandates, sovereignty rules, and compliance frameworks don’t bend for innovation timelines, yet the most capable AI tooling has been built cloud-first, leaving regulated enterprises to choose between compliance and capability.
Today, MongoDB Search and Vector Search are now generally available as an add-on for MongoDB Enterprise Advanced, bringing the same retrieval capabilities MongoDB Atlas customers have been building in on-premises, private cloud, and hybrid environments, with the same platform, API, and technical skills regardless of where the workload runs. Ahead of this release, more than 20 of the world’s largest banks and financial institutions have been evaluating Search for Enterprise Advanced, drawn by the same thing: AI-ready retrieval that runs inside the infrastructure they control.
Search and Vector Search are now generally available for MongoDB Community Edition, enabling builders to implement AI retrieval locally at no cost. A startup can prototype on a laptop with full-text search, vector search, and hybrid search in one single system, then move to Atlas or Enterprise Advanced when it’s ready to scale, without re-architecting or switching databases.
Investing in India for the long term
As part of MongoDB.local Bengaluru, the company also announced plans to upskill two million Indian builders by 2030. MongoDB is expanding its MongoDB for Academia program through partnerships with the All India Council for Technical Education, HCL GUVI, and the ICT Academy of Kerala. Since 2023, the program has reached more than 650,000 students.
MongoDB also launched Bengaluru to the Bay, a startup challenge that gives early-stage AI founders a path from India’s builder ecosystem to San Francisco’s AI community during SF Tech Week experience. $50,000 in MongoDB Atlas credits, travel, and go-to-market opportunities included.
What’s new at MongoDB.local Bengaluru 2026
voyage-context-4 (Generally available): Next-generation contextualized embeddings with document-level context and auto-chunking; a drop-in upgrade for existing retrieval-augmented generation (RAG) pipelines.Native Reranking in MongoDB Atlas (Public Preview): Reranking runs inside the aggregation pipeline – no external APIs, no round-trips – and delivers up to a 30% boost in retrieval quality directly inside the database.Hybrid Search (Generally available): More accurate retrieval by combining full-text precision and vector-based semantic understanding in a single query on live operational data.Search and Vector Search for MongoDB Enterprise Advanced (Generally available): Production AI behind your firewall, under your compliance framework, with full parity to MongoDB Atlas capabilities.Search and Vector Search in MongoDB Community Edition (Generally available): Full-text, vector, and hybrid retrieval in self-managed environments, at zero cost to start.MongoDB Atlas Stream Processing: Apache Iceberg Support (Generally available): MongoDB Atlas now supports Apache Iceberg via the new $iceberg aggregation stage in Atlas Stream Processing, enabling any Atlas collection to be continuously synchronized to Iceberg tables on AWS object storage.Gen2 MongoDB Atlas M30+ Dedicated Clusters on AWS (Generally available): Next-generation infrastructure for high-scale production workloads.Asymmetric Search Node deployment for multi-region Atlas clusters: (Generally available): Set Search Node capacity to match each region’s actual search traffic and lower total Search Node cost on multi-region clusters by 25–40%+MongoDB for Academia Expansion: Targeting 2 million builders trained by 2030 through HCL GUVI, ICT Academy of Kerala, and AICTE partnerships.Bengaluru Meets the Bay—startup contest: $50K in MongoDB credits plus travel and VIP access to MongoDB.local San Francisco for winning founders.
*Based on Voyage instruction-following rerankers on the MAIR benchmark; improvement measured over first-stage retrieval.
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 Bengaluru 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-Q for the quarter ended April 30, 2026, filed with the SEC on May 29, 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.
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SOURCE MongoDB, Inc.
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Technology
Pudu Robotics Makes Its IFA Debut, Bringing Its Full Robotics Portfolio to Europe
Published
19 minutes agoon
September 5, 2026By
PUDU D7 Makes Its European Debut as Visitors Experience Live Demonstrations Across Service Delivery, Commercial Cleaning, Industrial Delivery and General Embodied AI
BERLIN, Sept. 5, 2026 /PRNewswire/ — Pudu Robotics, a global leader in commercial service robotics, is making its debut at IFA 2026 in Berlin, bringing its full robotics portfolio to one of the world’s leading technology showcases. From commercial service and cleaning robots already deployed at scale to its latest embodied AI solutions, Pudu is demonstrating how intelligent robots are moving beyond controlled environments and into real-world applications across industries.
The exhibition marks the first European appearance of the PUDU D7, Pudu Robotics’ next-generation semi-humanoid intelligent robot. At the booth, visitors can see PUDU D7 in action alongside the PUDU D5, BellaBot Pro, PUDU CC1 Pro, PUDU MT1 Max and PUDU T600, with live demonstrations showcasing capabilities ranging from human-robot interaction and autonomous mobility to service delivery, commercial cleaning and industrial delivery.
PUDU D7 Makes Its European Debut
Designed for real-world physical tasks, PUDU D7 demonstrates how an intelligent robot can perceive its surroundings, interact with people and manipulate objects.
At the Pudu booth, visitors can interact directly with PUDU D7 through a series of live demonstrations. The robot can take photos with visitors, take selfies from its own perspective, respond with a heart-hand gesture and pick up objects on request, turning embodied intelligence into an experience visitors can see and engage with firsthand.
PUDU D7’s European debut also follows its recognition as an IFA Innovation Award Honoree in the IFA NEXT & Emerging Tech category, marking an early highlight of Pudu Robotics’ first appearance at the show.
PUDU D5 Series Demonstrates Mobility Across Challenging Terrain
The PUDU D5 series offers a different demonstration of embodied intelligence, focusing on mobility across challenging physical environments. At the Pudu booth, D5-W navigates stairs, gravel and sandy surfaces, demonstrating autonomous movement across uneven and changing terrain.
Beyond the show floor, this mobility platform is designed to support tasks in environments where conventional wheeled robots can face greater mobility challenges, including industrial warehouses, tunnels and mining sites. Potential applications include autonomous transport and site patrol, extending quadruped robotics beyond structured indoor environments and into more demanding industrial settings.
Together, D7 and D5 offer visitors two distinct demonstrations of embodied intelligence in action — from physical interaction and object manipulation to autonomous mobility across complex terrain.
A Full Robotics Portfolio in Action
While embodied AI represents the next frontier of Pudu Robotics’ technology development, the company’s IFA showcase also highlights the robotics portfolio that has already accumulated extensive real-world deployment experience.
BellaBot Pro represents Pudu’s service delivery portfolio, demonstrating autonomous delivery and interactive capabilities for environments such as restaurants, hotels and retail. The robot combines navigation, delivery and human interaction to support a range of service workflows.
In commercial cleaning, PUDU CC1 Pro and PUDU MT1 Max showcase intelligent cleaning solutions for different environments. CC1 Pro combines sweeping, scrubbing, vacuuming and mopping in one platform, while intelligent perception helps the robot identify cleaning needs and optimize its operations. The CC1 series has already surpassed 20,000 units shipped worldwide.
Designed for larger and more complex environments, PUDU MT1 Max uses 3D perception and autonomous navigation to operate across spaces such as parking facilities, warehouses and industrial areas. Its intelligent cleaning capabilities enable it to respond to different types of debris and floor conditions.
For industrial applications, PUDU T600 demonstrates autonomous material transport with a payload capacity of up to 600 kilograms. Designed for demanding logistics environments, T600 extends autonomous robotic transport into factories, warehouses and other industrial settings.
From 130,000+ Shipments to the Next Generation of Robotics
Pudu Robotics’ IFA showcase builds on substantial real-world deployment experience. The company has shipped more than 130,000 robots across 85+ countries and regions and more than 1,000 cities, with its robots deployed across hospitality, retail, healthcare, manufacturing, logistics, property management and other commercial and industrial environments.
That experience is reflected in the range of robots on display in Berlin. Some are designed for highly specialized tasks such as cleaning or material transport, while newer platforms such as D7 and D5-W are extending robotic capabilities into more dynamic forms of physical interaction and mobility.
By bringing the full portfolio together at IFA, Pudu Robotics is giving European audiences a direct view of how commercial robotics is evolving — from robots already working at scale in real-world environments to a new generation of intelligent robots capable of interacting with people, objects and increasingly complex physical surroundings.
“IFA gives us an opportunity to show robotics not simply as technology, but through what robots can actually do in the real world,” said Shawn Wu, Vice President and General Manager of Embodied Intelligence Business, Pudu Robotics. “From PUDU D7 interacting with visitors to PUDU D5 navigating challenging terrain and our other specialized robots performing service, cleaning and transport tasks, the experience at our booth reflects the breadth of where robotics is heading and the practical value it can already deliver.”
Pudu Robotics is exhibiting at IFA 2026 from Sept. 4 to 8 at Messe Berlin, Hall 25, Stand H25-354. Visitors can experience live demonstrations and interact with Pudu’s latest robotic solutions throughout the exhibition.
About Pudu Robotics
Pudu Robotics is a global leader in commercial service robotics and the industry’s first company to offer a full portfolio spanning specialized, semi-humanoid, and humanoid robots. According to Frost & Sullivan’s latest market report, Pudu Robotics ranks No. 1 globally in commercial service robotics by both revenue and shipment volume. Built on its One Brain, Multiple Embodiments architecture, Pudu offers robots for service delivery, commercial cleaning, industrial delivery, and general embodied AI applications across hospitality, retail, healthcare, manufacturing, education, public services, and more. To date, Pudu Robotics has shipped over 130,000 robots to customers across 85+ countries and regions.
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Technology
XCOTTON Joins the Conversation at IFA 2026: Why the Future of Commerce Goes Beyond Checkout
Published
2 hours agoon
September 5, 2026By
LOS ANGELES and NEW YORK and LAS VEGAS, Sept. 4, 2026 /PRNewswire/ — As the global consumer technology industry gathers in Berlin for IFA 2026, thousands of brands are showcasing what comes next: smarter devices, connected experiences, artificial intelligence, robotics, and technologies designed to change how people live and shop. But behind every new product is another part of the consumer journey that deserves just as much attention: What happens after the customer buys?
The Xcotton team is in Berlin during the event to connect with consumer brands, retailers, technology companies, and potential business partners. The conversations are focused on a broader question for modern commerce: how can brands create a better experience after checkout while reducing the risks that come with delivering products to customers around the world?
The Customer Journey Doesn’t End at Checkout
For years, e-commerce innovation has focused heavily on the path to purchase. Brands optimize advertising to attract shoppers, product pages to increase conversion, checkout flows to reduce abandonment, and promotions to encourage customers to buy.
But the transaction is only one moment in the customer relationship. After payment, the order still needs to be fulfilled, shipped, delivered, and supported. A package can be delayed, lost, stolen, or damaged. A customer may need a replacement or refund. A support team may suddenly have to spend time resolving a problem that had nothing to do with the product itself.
For global e-commerce brands, these challenges become even more important as order volumes increase and businesses expand into new markets. A single delivery problem may affect more than the cost of replacing a product. It can also create customer-service workload, additional shipping costs, refunds, negative reviews, and lost opportunities for repeat purchases.
For the customer, however, the distinction does not always matter. The customer bought from the brand. The delivery experience becomes part of the brand experience. That is why post-purchase experience is becoming an increasingly important part of modern commerce. The opportunity is to think beyond the transaction and manage the entire customer journey:
Purchase → Delivery → Protection → Support → Resolution → Retention
When brands approach these stages as part of one connected experience, post-purchase operations become more than a back-office function. They can become a competitive advantage. A great product can win the first purchase. How a brand handles an unexpected problem can influence whether it earns the next one.
XCOTTON: Turning Post-Purchase Protection Into Business Value
This is where Xcotton comes in. Xcotton helps modern e-commerce brands protect every order after checkout. As a U.S.-based post-purchase protection platform, Xcotton enables merchants to offer shipping protection, product protection, and insurance-backed coverage solutions designed to reduce delivery risk, improve customer experience, and create new revenue opportunities.
Xcotton’s reach extends beyond the U.S. Through its licensed insurance intermediary in France, Xcotton is authorized to provide compliant insurance solutions to merchants and consumers across the European Union. This international capability supports brands as they expand into new markets while helping them offer protection solutions aligned with local regulatory requirements.
The company’s approach is built around a straightforward idea: post-purchase protection should not be viewed only as a way to manage losses. It can also be part of the customer experience. When something goes wrong with an order, customers want to know three things: What happened? What can I do? And how quickly can it be resolved?
A clear protection experience can help answer those questions while giving merchants a structured way to manage unexpected delivery issues. For Xcotton, the goal is simple: Help brands turn post-purchase protection into a better customer experience and a smarter business advantage.
Why Protection Matters for Global E-Commerce
For brands selling across borders, post-purchase protection becomes particularly important as order values, shipping distances, and fulfillment complexity increase.
International shipments can move through multiple carriers, fulfillment centers, customs processes, and last-mile networks before reaching the customer. For higher-value or larger products, a delivery issue can create significant costs for both merchants and shoppers.
Xcotton helps brands address these risks with protection solutions designed around different stages of the customer journey—from shipping protection to product protection and extended warranty coverage.
This gives merchants a more structured way to protect purchases while giving customers greater confidence in the products they are investing in.
Modern Brands Are Selling More Than Products
The same trend can be seen across categories far beyond consumer electronics. Brands increasingly build their businesses around distinctive products, direct relationships, personalization, and customer experience.
LINTICO is a women’s natural-fabric clothing brand known for its linen womenswear. With linen at the heart of its collections, LINTICO focuses on thoughtfully chosen fibers and versatile pieces designed for everyday life, work, travel, and special occasions. Its philosophy, “Linen That Loves You Back,” reflects a focus on comfort, natural materials, and lasting appeal.
Lordhair is a men’s hair system brand serving customers in more than 120 countries. The company designs and manufactures its hair systems in-house, from ready-to-wear pieces to fully customized bases. Localized websites, native-language support, and one-to-one consultations help customers navigate fitting and aftercare while creating a more personalized buying experience.
MICAS represents the growing market for elevated modern womenswear, where product design, brand identity, digital commerce, and customer experience are increasingly interconnected.
Popilush is a global shapewear fashion brand combining fashion and functionality through its signature built-in shapewear designs. Founded by Eve DeMartine, the company creates one-piece dresses and confidence-enhancing apparel for women worldwide, with a strong focus on functional design, inclusive fashion, and body confidence.
These brands illustrate a common reality of modern commerce: Customers are not simply buying a product. They are buying confidence in the brand behind it. That confidence can be influenced by what happens before the purchase—and just as importantly, what happens afterward.
From Cost Center to Business Opportunity
Post-purchase protection has traditionally been associated with risk management.
A shipment is lost. A merchant replaces it.
A package arrives damaged. A refund is issued.
A customer reports a problem. The support team resolves it.
But this reactive model can overlook the larger opportunity. What if protection could be designed as part of the customer journey from the beginning? What if customers knew before they completed their purchase that there was a clear solution if something went wrong?
And what if merchants could use protection not only to reduce the financial impact of delivery problems, but also to improve customer confidence and create additional business value?
This represents a broader shift in how brands can think about post-purchase protection. It is not simply about covering a loss. It is about creating confidence around the purchase. For e-commerce brands competing for repeat customers, that confidence can matter.
XCOTTON Connects With Brands at IFA 2026
IFA 2026 provides an ideal environment for these conversations. The event brings together companies across consumer technology, retail, home appliances, smart home, AI, robotics, and emerging categories. For businesses developing the next generation of consumer products, reaching the customer is only one part of the challenge. Delivering that product successfully—and creating a positive experience afterward—is equally important.
In Berlin, Xcotton connects with:
E-commerce and direct-to-consumer brandsConsumer technology companiesRetailers and distributorsSmart home and connected-device businessesFashion and lifestyle brandsTechnology and logistics partnersCompanies expanding into international markets
The goal is to understand the challenges these businesses face after checkout and explore opportunities to build stronger post-purchase experiences together. The complete journey: Discover. Purchase. Deliver. Protect. Support. Retain.
The Future of Commerce Goes Beyond Checkout
IFA 2026 is showcasing technologies designed to make consumer lives smarter, more connected, and more convenient.
For commerce brands, however, the next evolution may not be limited to smarter products. It may also be about creating smarter experiences around those products. The customer journey does not end when the payment is processed. It continues through fulfillment, delivery, support, returns, protection, and resolution. And when something goes wrong, the response can become one of the most important moments in the relationship between a customer and a brand.
Post-purchase protection is not simply about protecting a package. It is about protecting customer trust. During IFA 2026 in Berlin, Xcotton connects with brands that are looking to explore how better post-purchase experiences can help modern e-commerce businesses reduce delivery risk, strengthen customer relationships, and create lasting value. The future of commerce doesn’t end at checkout. It begins there.
Contact: merchantsupport@xcotton.ai
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SOURCE XCOTTON
Technology
ToolDance Unveils X1 Smart Desktop CNC Mill at IFA 2026
Published
4 hours agoon
September 5, 2026By
BERLIN, Sept. 4, 2026 /PRNewswire/ — ToolDance, a technology company focused on intelligent desktop CNC solutions, officially unveiled its flagship product ToolDance X1 Smart Desktop CNC Mill at IFA 2026 in Berlin, Germany.
On the first day of the exhibition, ToolDance attracted significant attention from professional users, makers, and industry audiences with live demonstrations showcasing the complete workflow from preparation to finished parts. Learn more about the X1 Smart Desktop CNC Mill.
“What has been especially encouraging at IFA is seeing people watch the X1 turn raw material into a finished part and immediately start thinking about how they could use it in their own work,” said Will Wang, Founder and CEO of ToolDance. “Our goal is to bring professional CNC capabilities to makers, engineers, and small businesses in a more accessible desktop format, while retaining the performance required for real manufacturing tasks.”
ToolDance’s participation in IFA 2026 reflects the company’s commitment to making industrial-grade manufacturing capabilities more accessible in personal workspaces.
The X1 features a 1,500W permanent magnet synchronous motor (PMSM) spindle that maintains strong torque at lower spindle speeds for demanding roughing operations and reaches speeds of up to 24,000rpm for precise finishing. It delivers positioning repeatability of ±0.01mm.
Its three-axis work envelope measures 400 × 265 × 180mm, providing room for functional parts such as fixtures, molds, machine plates, and housings, as well as multi-part production in a single setup. Support for tool shanks up to 10mm expands the range of cutters available for heavier material removal and larger tools.
The X1 supports both dry machining and flood-coolant machining across a range of metals, wood, and engineering plastics. Continuous coolant flow helps control heat, clear chips, and support stable cutting in demanding metal applications. Its cast aluminum-alloy frame is reinforced along critical load paths to increase rigidity and reduce vibration, supporting stable machining, consistent accuracy, and clean surface finishes.
On the software side, ToolDance Studio, developed in-house by ToolDance, is designed to lower the barrier to CNC machining through a streamlined three-step workflow from model to finished part.
Its Design for Manufacturability (DFM) analysis checks geometry, tool access, stock, and machining constraints to help users identify potential issues before cutting begins. The Workholding Guidance System recommends workholding setups for each operation based on part geometry and machining parameters, with step-by-step visual guidance. Its image-to-model feature can also generate editable geometry from photographs or reference images.
A nine-tool automatic tool changer (ATC) automates tool changes across operations ranging from roughing and drilling to finishing, chamfering, threading, and engraving, reducing the need for manual tool changes during multi-operation jobs.
The X1 is also designed as an expandable platform. With the optional simultaneous four or five-axis module, it can machine complex parts, curved surfaces, and fine details in a single setup, reducing re-clamping while maintaining alignment and accuracy.
The ToolDance X1 will remain on display at Hall 17, Booth H17-205 at Messe Berlin from Sept. 4–8, 2026, with live machining demonstrations taking place throughout the event. The product is scheduled to launch on Kickstarter in October 2026.
For more information, visit: https://www.tooldance.ai
About ToolDance
ToolDance is a technology company focused on smart desktop CNC solutions. With the vision of “Your Personal Factory,” ToolDance integrates hardware, software, and automation to make industrial-grade manufacturing capabilities more accessible, helping makers, engineers, professionals, and small businesses turn ideas into physical products more efficiently.
Note: Please translate the content first and provide a preview. The photos will be provided on Sept. 4.
Media Contact: info@tooldance.ai
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SOURCE ToolDance
Pudu Robotics Makes Its IFA Debut, Bringing Its Full Robotics Portfolio to Europe
XCOTTON Joins the Conversation at IFA 2026: Why the Future of Commerce Goes Beyond Checkout
ToolDance Unveils X1 Smart Desktop CNC Mill at IFA 2026
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