Liquibase Secure 5.1 Extends Modeled Change Control to Snowflake

New release makes Snowflake control plane changes governable and auditable across access, data movement, and execution, and adds support for Couchbase, AWS Keyspaces, DataStax Enterprise, and AlloyDB.

 

Austin, TX — Feb 20— Liquibase, the leader in Database Change Governance, today announced the release of Liquibase Secure 5.1, extending modeled Change Control to Snowflake. With 5.1, enterprises can govern Snowflake control plane changes with the same rigor and automation they already apply to schema evolution, closing a critical gap in data platform security, compliance, and AI readiness. Liquibase Secure 5.1 also expands database platform coverage, including new support for additional cloud and enterprise data stores.

 

Snowflake has become mission-critical infrastructure for analytics, data products, and AI initiatives. As organizations scale DataOps and internal developer platforms, Snowflake changes are no longer isolated technical updates. They are platform-level changes that impact trust, availability, and every downstream consumer. Yet many of the most consequential changes still happen outside standardized governance, often delivered as scripts with limited visibility, weak enforcement, and evidence that is difficult to assemble when it matters most.

 

“As enterprises modernize their developer platforms for AI-driven delivery, change control at the database layer has become a prerequisite, not a nice-to-have,” said Mirek Novotny, Sr. Director of Product at Liquibase. “If Snowflake control plane changes aren’t governed and observable, you can’t prove control. Liquibase Secure 5.1 brings predictability and evidence to the changes that matter most, without slowing teams down.”

 

Modeled Change Control for Snowflake

 

Liquibase Secure 5.1 treats key Snowflake control plane changes as first-class, modeled change types, rather than opaque scripts. That modeling enables precise policy enforcement, object-aware drift detection, and audit-ready evidence at the level where access, movement, and execution are defined.

With Liquibase Secure 5.1, data platform teams can govern Snowflake changes across access and security configuration, data sharing and movement, platform and cost controls, and automated execution, using standardized workflows across environments and teams.

Key outcomes include:

  • Stop risky Snowflake control plane changes before they reach production
  • Standardize how Snowflake changes are delivered across environments and teams
  • Automatically generate audit-ready evidence for every change
  • Detect drift and out-of-band updates to governed Snowflake objects
  • Recover faster with traceable, reversible changes and tested rollback procedures

This closes a long-standing gap for organizations that govern schema evolution, yet still struggle with over-permission creep, ungoverned data movement, and control plane drift that can undermine security posture and AI initiatives.

 

Built for DataOps, data products, and AI readiness

As Snowflake increasingly powers feature engineering, model training, and AI-driven decisioning, the blast radius of ungoverned change grows. A single access change can expose sensitive training data. An unreviewed sharing update can expand compliance scope. An execution change can silently alter business-critical logic. Liquibase Secure 5.1 helps data platform teams keep Snowflake predictable, auditable, and reliable as usage scales, without turning governance into a bottleneck.

 

Expanding database support across Liquibase’s industry-leading coverage

Liquibase Secure continues to deliver broad database coverage across 60+ platforms, from mainframe DB2 to cloud-native data stores. Liquibase Secure 5.1 expands support for Snowflake, Databricks, and MongoDB, and adds new platform support for Couchbase, AWS Keyspaces, DataStax Enterprise, and AlloyDB for Google Cloud. This breadth helps enterprises standardize change governance across heterogeneous environments using a single platform instead of stitching together siloed tools and processes. Teams can apply consistent workflows and generate unified, audit-ready evidence across their database estate, reducing operational overhead while preserving the flexibility to adopt new technologies without rebuilding governance each time.

 

Enterprise partnership, not just tooling

Liquibase brings more than a decade of frontline experience helping enterprises govern database change at scale. In addition to the platform, Liquibase provides hands-on professional services, a dedicated customer success organization, and ongoing advisory support to help teams operationalize Change Control across their delivery model.

Netcore Honoured in G2’s 2026 Best Software Awards, Cementing Martech Leadership in APAC & India

Mumbai, Feb 19: Netcore a global leader in Agentic Marketing, today announced that it has been recognised on the 2026 Best Software Awards by G2, earning a place on the Best of APAC Software List and Best of India Software List.

The G2 Best Software Awards rank the world’s leading software companies and products based on authentic, timely reviews from real users. With over 2 million verified reviews across categories, G2’s annual lists are widely regarded as one of the most trusted buyer-led recognitions in the software industry.

Netcore’s inclusion in the APAC and India lists reflects strong customer validation across enterprise marketing teams using its Agentic Marketing platform to drive customer engagement, retention, and revenue growth.

Recognition Backed by Customer Voice

Unlike jury-based or nomination-led awards, G2 rankings are driven entirely by verified user feedback, product satisfaction scores, and market presence data. For B2B buyers evaluating technology partners, G2 recognition often serves as a key validation point during the shortlist and vendor selection stages.

“This recognition is especially meaningful because it comes directly from our customers,”

Rajesh Jain, Founder & MD, Netcore Cloud.

As marketing moves toward more autonomous, AI-driven decision-making, our focus has remained clear to deliver measurable business outcomes. Being featured on G2’s Best Software list for APAC and India validates the impact our customers are seeing across engagement, personalisation, and retention.”

Strengthening Global Trust in Agentic Marketing

Netcore has been advancing its vision of agentic marketing systems where agents evaluate context, intent, and orchestrate outcomes in real time to drive the next best action across channels. This recognition further strengthens the company’s positioning among enterprise brands seeking scalable, outcome-focused marketing technology.

With enterprises increasingly relying on peer validation platforms during procurement cycles, the G2 Best Software badge enhances Netcore’s credibility across competitive evaluations, RFP processes, and AI-led discovery environments.

As enterprise marketing shifts toward autonomous, AI-driven systems, trust and proven outcomes are becoming the ultimate differentiators. Netcore’s recognition on G2’s 2026 Best Software Awards signals strong customer confidence in its platform and vision. Leading global and regional brands such as Crocs, Bajaj Allianz, and Hero MotoCorp are already leveraging Netcore’s Agentic marketing capabilities to drive deeper engagement, stronger retention, and measurable revenue impact. The company will continue investing in innovation, customer success, and agentic marketing systems that help brands move beyond campaigns toward intelligent, continuously optimising growth engines built for long-term profitability.

Rackspace and Palantir Partner to Run Foundry and AIP in Production with Governed Managed Operations

Customers to gain accelerated AI-driven business outcomes from implementation expertise, cloud hosting, and data migration support in a governed operating model

 San Antonio, TX – Feb 19– Rackspace Technology® (NASDAQ: RXT), a hybrid multicloud and AI solutions company, and Palantir Technologies Inc. (NASDAQ: PLTR), a global leader in operational artificial intelligence platforms, today announced a strategic partnership to help enterprises rapidly deploy and operate Palantir’s Foundry and Artificial Intelligence Platform (AIP) in production to achieve measurable business outcomes.

 Through this partnership, Rackspace’s governed operating model will provide consistent security, operating controls and compliance from edge to core to cloud enabling customers to deploy AI use cases with Palantir in production in weeks or months versus months or years. The companies are also collaborating to run Palantir software in Rackspace’s Private Cloud and UK Sovereign data centers. This is especially critical for regulated industries where AI deployments must meet strict data sovereignty and compliance requirements. 

 Organizations struggle to extract business value from AI and data platforms because deploying and operating these systems at scale requires specialized expertise they often don’t have in-house. As Palantir’s strategic partner in data migration and global implementation services, Rackspace will help customers prioritize their most high-impact business problems, then deliver implementation, including data readiness, hosting, and ongoing managed operations of Palantir’s platform to realize outcomes. As part of this collaboration, Rackspace has 30 Palantir-trained engineers to provide data migration and apply a forward deployed approach to solving high impact customer problems and is on track to scale to over 250 in the next 12 months.

 “Organizations need AI that works in production, not just in demos,” said Gajen Kandiah, CEO of Rackspace Technology. “Palantir’s platform, combined with Rackspace’s governed cloud operations and our shared forward deployed engineering approach, enables customers to accelerate time to value and drive competitive business impact with governance and security. This is especially important in regulated industries.”

 The partnership combines Rackspace’s 25 years of experience managing mission-critical enterprise workloads across hybrid environments with Palantir’s decision-intelligence platform. Customers can benefit from a turnkey deployment model designed to reduce risk and operational burdens and accelerates time to value. For regulated and data-sensitive organizations, this partnership aims to deliver greater confidence to deploy advanced AI capabilities in a private cloud environment that meets sovereignty, security, and residency requirements.

 “Organizations that adopt our AI Operating Systems fundamentally change their unit economics. In the context of migrating complex data environments, Palantir AIP is taking completion timelines from years to days. Rackspace will help our customers accelerate their pace of adoption and as a result, lead their respective industries,” said Sameer Kirtane, Head of US Commercial at Palantir.

 Integrated Service Delivery Across the Stack

Customers want a consistent way to deploy, govern, and operate AI across their data environments, with accountability and measurable outcomes. Unlike point solutions that require customers to manage infrastructure, data pipelines, and AI operations separately, this partnership is aimed at providing end-to-end infrastructure hosting, data migration, implementation services and ongoing managed operations as an integrated service.

 

GNA Energy Launches ‘Vidyut AI’ at AI Impact Summit Under Ministry of Power Framework

Feb, 18 :Gurgaon-headquartered GNA Energy today launched ‘Vidyut AI’ at the India AI Impact Summit. The platform has been developed as an AI-enabled intelligence layer designed to work in sync with the government’s India Energy Stack (IES) framework.The India Energy Stack is the Ministry of Power’s proposed digital public infrastructure for the electricity sector aimed at enabling seamless data exchange, transparency and innovation across the power ecosystem.

GNA Energy, a Central Electricity Regulatory Commission (CERC)-regulated over-the-counter (OTC) platform, said Vidyut AI will transform structured power-sector datasets into real-time decision support for utilities, generators, traders and regulators.The company said the platform is aimed at accelerating data-driven decision-making across the electricity value chain at a time when India’s power markets are witnessing rapid structural shifts, increasing short-term trading volumes and growing regulatory oversight.

“India’s power sector generates enormous volumes of operational and market data every day. Vidyut AI transforms this complexity into clarity. By enabling instant access to actionable intelligence, we are empowering utilities, generators and market participants to make smarter, faster decisions,”

said Sanjeev Kumar, Managing Director, GNA Energy.

According to the company, Vidyut AI bridges the gap between granular system data and boardroom-level decisions by converting raw data into automated summaries, trend analyses and downloadable reports.For distribution companies (DISCOMs) the platform provides real-time access to procurement data, deviation settlement mechanism (DSM) exposure, open access transactions and demand forecasting analytics. Power generators can track bid performance, plant dispatch patterns, clearing prices and revenue optimisation metrics. Transmission utilities and system operators can gain simplified access to congestion patterns and grid performance analytics while traders and market participants can use natural-language search to compare contracts and track price trends.Regulators and policymakers can also leverage the system for automated trend analysis and faster regulatory impact assessment, the company said.

GNA Energy stated that Vidyut AI is been built on a secure and scalable architecture suitable for enterprise-grade deployment with a strong emphasis on transparency, compliance and market efficiency.The launch comes amid a broader push for technology-led reforms in India’s power sector including digitisation of operations, enhanced market transparency and data-backed governance.GNA Energy is a CERC-regulated OTC platform focused on building next-generation digital infrastructure for India’s electricity markets with expertise spanning market design, utility operations and data management.

ManageEngine Introduces Causal Intelligence and Autonomous AI to IT Operations for Faster Incident Response

Egypt, Cairo, Feb 18 – ManageEngine, a division of Zoho Corporation and a leading provider of enterprise IT management solutions, today added new causal intelligence and autonomous AI capabilities in Site24x7, its full-stack observability platform. These enhancements transform how enterprises handle outages, shifting from firefighting to autonomous resilience. By drastically reducing mean time to recovery (MTTR) and ensuring service-level agreement (SLA) compliance, Site24x7 helps IT teams safeguard the customer experience and retain trust.

Modern IT environments are increasingly fragmented across hybrid clouds, microservices, and dynamic networks, generating massive volumes of telemetry and predictive anomaly signals every second. When an incident occurs, this complexity turns troubleshooting into a needle-in-a-haystack search, often leading to prolonged downtime. IT teams struggle to correlate anomaly signals and events across these layers, delaying the critical fix to restore normalcy, jeopardizing brand reputation.

“Hybrid and cloud-native architectures have made IT operations highly interconnected, while IT managers are under constant pressure to resolve incidents quickly amid growing complexity,” said Srinivasa Raghavan, director of product management at ManageEngine. “By combining predictive anomaly detection, intelligent event correlation, service dependency context, and AI-driven causal insights, Site24x7 cuts through alert noise to show not just what is broken, but what caused it and what it impacts, helping teams identify the true fault faster and significantly reduce MTTR while minimizing service disruption.”

“Triaging and resolving incidents in hybrid environments with growing infrastructure complexity can quickly become a nightmare, especially when SLA commitments are on the line,” said Pravir Kumar Sinha, IT leader at Synechron, a global IT services company and one of the early customers to access the feature. “With Site24x7 AIOps , we’re able to filter out nearly 90% of alert noise, pinpoint issues faster, and accelerate resolution. This helps us achieve stronger SLA adherence, reduce MTTR, and ultimately deliver reliable digital experience for customers.”

The introduction of autonomous AI in Site24x7 represent a practical step toward more autonomous IT operations by analyzing observability data, reducing cognitive overload, and turning insights into clear, actionable guidance. “With MCP providing the control and governance layer, we ensure this intelligence is applied securely and within enterprise guardrails. This empowers IT leaders move toward agentic workflows with confidence, stay ahead of the AI adoption curve, and strengthen the resilience of their critical digital services,” said Raghavan.

Key capabilities include:

  • Domain-aware causal correlation with predictive anomaly detection: Detects anomalies and correlates related signals across applications, infrastructure, and networks into a single, context-rich problem—so teams can quickly understand what is connected and where to start.
  • Customizable AI Agents with governed, task-driven automation: Enables customers to create and tailor AI Agents, set approved guardrails using solution documents, and assign tasks that guide agents from analysis to guided action—making response workflows more consistent across teams.
  • MCP-enabled agentic foundation for customers: MCP provides the enabling layer for customers to build and operationalize agentic use cases on top of observability data—standardizing how agents access data, follow approved guidance, and execute tasks within enterprise-ready controls and auditability.
  • Orchestrated remediation with Qntrl: Co-ordinates downstream actions through structured workflows and repeatable runbooks, powered by Zoho’s workflow and orchestration platform Qntrl, with approvals and traceability built in to support controlled automation.

These AIOps capabilities are now available for all users in Professional and Enterprise plans.

Seco® High Feed SP07 reduces inventories and maximizes productivity

Capable of handling a wide mix of materials, Seco® High Feed SP07 excels in all machining strategies and allows you to push productivity levels, particularly on complex components.

 

A positive cutting rake angle ensures optimal chip formation, while the stable insert design and constant lead angle deliver predictable cutting behavior, paramount for unmanned production.

Reduce the need for skilled labor

The SP07 addresses common industry challenges: frequent tool changes, unpredictable results, and high costs due to rapid wear. In one reliable solution, it simplifies tool management and reduces the need for skilled labor. Digital traceability via Data Matrix codes further streamlines operations, making the SP07 ideal for high-volume and unmanned production.

High metal removal rates in shallow depths of cut

Each insert features four cutting edges, maximizing usage and extending tool life. Even with shallow depths of cut (≤0.8 mm), the SP07 maintains high metal removal rates, ensuring manufacturers stay on track with productivity goals. The result is a significant reduction in cost per part and improved operational efficiency.

“Our customers need to boost productivity and cut costs. Seco® High Feed SP07 delivers reliable, flexible performance across materials”, says Benoît Patriarca, Product Manager Copy High Feed Milling. “The four cutting edges and digital traceability simplify processes further, even when skilled labor is limited.”

With its origins in Fagersta, Sweden and present in more than 75 countries, Seco is a leading global provider of metal cutting solutions for indexable milling, solid milling, turning, holemaking, threading and tooling systems. For nearly 100 years, Seco has driven excellence throughout the entire manufacturing journey, ensuring high-precision machining and high-quality 

iQOO 15R to Launch on February 24 with Flagship Power & Advanced AI

New Delhi, Feb 18 : iQOO, the high-performance smartphone brand, has announced the launch of the new iQOO 15R on 24th February, positioning it as a smartphone with a perfect fit, that redefines what users can expect from a power-packed device without compromising on comfort.

Designed with young professionals in mind, the iQOO 15R features a productivity focused office kit experience, reinforcing its positioning as the Perfect Fit for modern work and everyday life. Whether it is handling emails, reviewing documents, managing video calls or multitasking across apps, the device supports a seamless workflow while on the move. With One Tap Transfer, users can quickly migrate apps, data and files across Android and iOS devices in seconds, making upgrades simple. With OriginOS 6 out of the box, the smartphone promises 4 years of OS updates and 6 years of security updates, ensuring long term reliability and performance stability.

The iQOO 15R brings together a wide range of advanced AI features designed to simplify everyday tasks and unlock creativity. With AI Creation integrated into Notes, users can rewrite content, generate new text, summarise documents and correct grammar effortlessly. AI Captions enable real-time transcription, translation and text summarisation, while AI Screen Translation and AI Call Translation make communication seamless across languages. Powered with support for Google Gemini and AI Circle to Search, users can search, discover and interact with content more intuitively.

On the imaging front, the device offers AI Erase to remove unwanted background objects, AI Reflection Erase to eliminate mirror glare, AI Magic Move to reposition or resize elements within a photo, AI Image Expander to extend backgrounds for better framing, and AI Image Cut out to instantly extract subjects and turn them into stickers or shareable assets. AI Document Scanning further enhances productivity, making the iQOO 15R a smart companion for both work and creativity.

The iQOO 15R houses a massive 7600mAh battery with 100W FlashCharge support, yet stands out as India’s slimmest smartphone in this battery category, ensuring users experience long lasting power without added bulk. Designed to sit comfortably in hand and pocket, it delivers flagship performance in a form factor that feels natural for everyday use. At the core of the iQOO 15R is the latest Snapdragon 8 Gen 5 processor, delivering segment leading performance with an AnTuTu score exceeding 3.5 million. Paired with the Supercomputing Chip Q2, the device supports up to 144FPS gameplay with enhanced frame stability, 1.5K Game Super Resolution, lower latency and improved power efficiency, making it one of the most stable 144 FPS smartphones in its segment.

The iQOO 15R will be available in two colour options, Triumph Silver and Dark Knight. Continuing the brand’s commitment to Make in India, the device will be manufactured at vivo’s Greater Noida facility. To further strengthen after sales support, customers can access services across more than 670+ company owned service centres nationwide. With the iQOO 15R, iQOO reinforces its focus on delivering powerful performance in a design that fits effortlessly into everyday life, combining flagship capability, intelligent features and ergonomic comfort in one device.

Microsoft and Ericsson bring enterprise-grade 5G laptop management to Windows 11

Ericsson (NASDAQ: ERIC) is proud to announce a major joint Microsoft-Ericsson development in enterprise mobility – the integration of advanced 5G capabilities directly into Windows 11. The transformative results mean enterprises worldwide – and their workforces – stand to benefit from secure, policy-driven laptop connectivity, simplifying how IT departments manage, protect and scale mobile PC fleets.

The joint solution combines Microsoft Intune device management with Ericsson Enterprise 5G Connect (formerly Ericsson Enterprise Virtual Cellular Network – EVCN) – an AI- and cloud-analytics-powered platform that continuously monitors network quality and automatically adjusts connectivity for best performance and security.

The embedding of AI-based 5G management into Windows 11 enables IT teams to automate how devices connect, seamlessly switch between communications service providers’ (CSPs) networks, and apply in-house enterprise policies.

Through Microsoft Intune and Ericsson Enterprise 5G Connect, IT teams can automatically enforce secure connectivity profiles and enterprise policies across every 5G-connected device, minimizing manual setup while ensuring consistent, compliant user experiences everywhere employees work.

Such automation capabilities remove long-standing challenges in adopting cellular-connected laptops – minimizing manual setup and ensuring consistent user experience across locations and service providers. The new capabilities also reduce IT overheads and provide enterprises with a predictable, secure pathway to tap modern mobility capabilities – powered by the most secure and cloud-integrated version of Windows.

Building on Microsoft and Ericsson’s long-standing collaboration to bring managed 5G connectivity to the enterprise workspace, today’s announcement follows several successful multi-market pilots. In collaboration with CSPs and other global partners, Microsoft and Ericsson will deliver enterprise 5G bundles, starting with Surface Copilot+ PCs, Microsoft 365 and Intune, Ericsson Enterprise 5G Connect.

In addition to demonstrating solution capabilities, Microsoft and Ericsson will give attendees at MWC Barcelona 2026 – the world’s largest mobile connectivity expo – exclusive insights to future solution capabilities that are set to become part of the solution.

Experts will showcase the joint solution and its new features: to remotely set network policies for 5G as priority; the automatic switching of eSIMs; and the local AI agent running on a Surface 5G laptop to make intelligent, context-aware decisions in real time. This will show connectivity performance is optimized to ensure consistently smooth, reliable performance for high-value business workflows.

Erik Ekudden, CTO, Ericsson, says: “AI-powered 5G laptops are redefining how and where work gets done. Together with Microsoft and leading CSP partners, we’re enabling organizations to seamlessly automate the deployment and operations of secure, always-connected devices regardless of location – creating a smarter, more responsive workplace for the AI era. This joint solution has the potential to transform enterprise IT and employee ways of working around the world.”

Ian LeGrow, Corporate Vice President, Core OS, Microsoft, says: “Windows 11 is the optimal enterprise platform for deploying and managing 5G-connected PCs at scale. With the new 5G management capabilities of Windows 11, now being piloted first with Surface Copilot+ PCs and Ericsson Enterprise 5G Connect, Enterprise IT teams can use Microsoft Intune to seamlessly provision, manage, and secure both devices and 5G connectivity. Together, Windows, Intune, Surface, and Ericsson enable organizations to confidently deploy AI-ready PCs and keep employees securely connected and productive wherever work happens.”

The joint solution is now available to enterprises in key markets: in the United States with T-Mobile; in Sweden with Telenor; in Singapore with Singtel; and in Japan with SoftBank Corp. Similar launches will follow during 2026 in other markets, including in Spain with MasOrange; in Germany with O2 Telefónica Germany; and in Finland with Elisa.

Brookhaven Lab Builds Successful ‘Cloud in a Box’

Feb 18: In a quiet laboratory, a team of atmospheric scientists and engineers at the U.S. Department of Energy’s (DOE) Brookhaven National Laboratory recently gathered around a workstation to watch as little floating speckles, illuminated by a curtain of green light, swirled into a haze, then wisp of a cloud.

This instance of creation unfolded inside a programmable atmosphere they’d built from scratch.

“We saw the birth of a cloud,” said Brookhaven atmospheric scientist Arthur Sedlacek. “There was a lot of excitement and happiness, and relief, in that moment. Needless to say, we definitely weren’t quiet after that.”

Researchers will use the new convection cloud chamber, a customizable one-cubic-meter metal box, to tackle fundamental unknowns that remain about clouds.

Clouds might seem simple — white, fluffy shapes drifting overhead — but they remain one of the biggest sources of uncertainty in models of weather and Earth’s complex atmospheric system.

Scientists know that clouds play important roles in regulating Earth’s energy balance, controlling how water moves through the atmosphere, driving storm formation, and influencing how intense weather systems become. Still, researchers’ understanding of the physics underlying cloud processes is limited.

“We need repeatable, controlled experiments in order to tease out the key factors and mechanisms governing those underlying small-scale processes,” Sedlacek said. “For example, one long-standing unsolved problem in our community is how drizzle or raindrops are formed in warm clouds. Why do some clouds precipitate while others do not?”

Collecting key and abundant measurements from clouds in nature, while challenging, provides some data needed to address these questions. Brookhaven scientists and their collaborators have piloted specially equipped aircraft through clouds to collect such data. But each flythrough hits a cloud that has already changed since the plane’s first pass.

The cloud chamber will allow scientists to study clouds in a more controlled setting.

“The cloud chamber provides us with a unique environment to isolate and rigorously study important but still poorly understood cloud microphysical processes,” said Brookhaven atmospheric scientist Fan Yang. “We can use it to mimic real atmospheric clouds under well-controlled laboratory conditions and perform detailed, repeatable cloud measurements.”

Watch as a cloud forms in the chamber. Scientists use a green laser to see the process. (Brookhaven National Laboratory)

Controlled cloud making

Brookhaven Lab’s convection cloud chamber combines ingredients needed to make a cloud: air that is supersaturated with water and aerosol particles, tiny particles suspended in the atmosphere that can trigger the condensation of water vapor into cloud droplets.

Scientists first fill the chamber’s bottom baseplate with water. Then they heat it up, releasing water vapor into the chamber through evaporation. The top panel of the box is cold. As the warm water vapor from the bottom rises and mixes with cool air from the top, it builds up an atmosphere where the air is “thick” with humidity.

“Cloud formation requires the relative humidity to be greater than 100% — a condition we refer to as supersaturation,” Sedlacek said. “Such a supersaturated environment is achieved in the chamber by the mixing of warm humid air with cold humid air.”

To trigger cloud droplet formation in this supersaturated atmosphere, scientists inject aerosol particles, such as table salt, into the chamber to serve as “seeds” for cloud formation. When water vapor from the air condenses on the salt particles, it forms tiny cloud droplets. In the humidified environment, these droplets will continue to grow through additional condensation of water vapor. Eventually, this establishes a steady state between the cloud droplet particle size and the relative humidity.

“One major advantage of a convection cloud chamber, compared with other types of cloud chambers, is that we can maintain a turbulent cloud for hours in a steady state,” Yang said. “This will allow repeated measurements of cloud properties, which improves statistical robustness.”

The cloud chamber at Brookhaven Lab is made up of individual heating and cooling side panels that allow researchers to steer settings such as relative humidity, temperature, and the degree of mixing and swirling in the air, or turbulence, to create a complex structure. Rearranging the heating and cooling side panels will allow the creation of different internal chamber conditions, resulting in more complex cloud schemes to be formed. Additionally, the chamber is designed so that scientists can measure the influences of things like aerosol composition and size, temperature on cloud formation, cloud droplet size distribution, and cloud persistence.

“From an experimental perspective, there are lots of knobs we can turn to create specific atmospheric conditions within the chamber,” Sedlacek said. “We’ve started thinking about how we can incorporate artificial intelligence and machine learning into the cloud chamber’s workflow.”

The unique modular design also offers flexibility for the future. For example, the structure is meant be expandable. Adding another cubic meter on top would expand the working volume, leading to increased cloud lifetime. This would open the door to even more ambitious studies of drizzle and rain drop formation, the researchers said.

Making measurements with advanced imaging

A crucial component of these studies is using tools that can take measurements inside the cloud chamber without touching and disrupting the cloud and its environment. The Brookhaven team is developing next-generation instrumentation and methods to make this possible.

“We want to be able detect the transition of aerosols to cloud droplets to drizzle without sticking instruments inside the chamber so that we don’t disrupt the air flow,” Sedlacek said. “To realize this goal, we’ll use light.”

Scientists aim to, first, detect aerosols particles that activate into cloud droplets by tagging the particles with fluorescent dye. Tagged and activated aerosols will light up when hit by a laser. Next, researchers will use time-correlated photon-counting lidar — a laser-based remote-sensing instrument — to observe a cloud’s structure at the scale of a single centimeter. Then, to detect drizzle and follow its movement within the cloud chamber, they plan to use novel THz radar that captures individual droplets and measures how fast they fall.

Powered by collaboration

What started out as brainstorming, scribbles, and long chats turned into a solid design for a successful convection cloud chamber — one of only two in the nation — thanks to close collaboration between scientists, engineers, and support staff across Brookhaven Lab.

“The expertise necessary to create something like this chamber requires modelers, observationalists, experimentalists, and engineers to pull it all together — and that is part and parcel of what national labs do,” Sedlacek said.

Engineers from the Lab’s Instrumentation Department and scientists from the Environmental Science and Technology Department began collaborating on the cloud chamber a few years ago, after a meeting that highlighted Instrumentation’s capabilities and how they could support scientific research. That discussion sparked the idea to build a cloud chamber together.

As the team formed, engineers refined the design while learning more about the scientific requirements — especially the need for precise temperature control.

“It was a very iterative process,” said mechanical engineer Nathaniel Speece-Moyer. “We have great people and resources on site, and we used our engineering judgment to weigh different design options with frequent input from the scientific staff. We converged on a final design that the group is happy with.”

The final design is modular and carefully controls temperature while ensuring that air and particles inside the chamber remain undisturbed. All of the hardware is located outside the chamber to avoid interfering with experiments.

Many of the components were fabricated in house by Brookhaven Lab’s fabrication services, which reduced costs and allowed the engineering team to make adjustments along the way, said mechanical engineer Connie-Rose Deane.

“This cloud chamber is a great example of how engineers, scientists, and technicians can collaborate together to achieve something special,” Deane said. “We also had a lot of support from budget, safety, and facilities staff. What really powered me through this work was the excitement everyone brought to the project.”

Throughout the process, the team also drew on experience gained from the Michigan Technological University’s (MTU) Pi Cloud Chamber, the only other convection cloud chamber in the United States. Raymond Shaw, a professor at MTU, has a joint appointment with Brookhaven’s Environmental Science and Technology Department and was key to developing both chambers.

“Cloud chamber science is experiencing a resurgence for several reasons,” Shaw said. “Perhaps most importantly, the atmospheric physics community has realized that there are still fundamental questions about how aerosol and cloud particles interact that directly influence how we can simulate atmospheric flows using coarse-resolution models, such as for storm or weather forecasting. The simplified, controlled, repeatable, and well-characterized conditions provided by a laboratory experiment in a cloud chamber can provide important insights.”

At the same time, additional advances now make it possible to simulate these processes in great detail, enabling direct comparisons between experiments and computational models, Shaw said.

Yang added: “The cloud chamber at Brookhaven Lab is the outcome of more than 10 years of experience. We’ve learned a lot from the Michigan Tech Pi Cloud Chamber group and from a multi-institution research activity jointly funded by DOE and the National Science Foundation aimed at exploring ideas for a larger-scale cloud chamber facility. We want to shout out all the work that led to this very smart design.”

Scientists, engineers, and technicians worked together to assemble Brookhaven Laboratory’s convection cloud chamber. (Timothy Kuhn/Brookhaven National Laboratory)

Looking beyond the clouds

The potential of Brookhaven Lab’s new “cloud in a box” testbed stretches beyond just studying clouds. Its creators encourage suggestions for other research areas it can support. 

Ideas floated for potential uses so far include investigations into how atmospheric conditions impact the performance of energy and information infrastructure, as well as the movement of bioaerosols — tiny natural particles such as pollen and pathogens.

“The environment we create inside this chamber opens up other applications,” Sedlacek said. “We welcome the opportunity for ‘out-of-the-box’ ideas that this brand-new capability at Brookhaven Lab can provide.”

This work was supported by Brookhaven’s Laboratory Directed Research and Development program.

 Brookhaven National Laboratory is supported by the Office of Science of the U.S. Department of Energy. The Office of Science is the single largest supporter of basic research in the physical sciences in the United States and is working to address some of the most pressing challenges of our time.

ELCIA Unveils New Leadership Team to Drive Electronics & Semiconductor Growth

Bengaluru, Feb 18 : Electronics City Industries Association has announced a leadership transition as it prepares to scale up its role in strengthening India’s electronics manufacturing and semiconductor ecosystem.

As part of this change, V Sriram Kumar has been appointed Chief Executive Officer of ELCIA. He previously served as President of the association and brings over three decades of industry experience. Sriram spent a significant part of his career at FANUC India, Japanese Automation and Robotics company, and has also been associated with ELCIA for more than 25 years in various honorary roles.

In his new role as CEO, Sriram will focus on driving ELCIA’s strategic initiatives, strengthening industry collaboration, and building long-term institutional capabilities aligned with national priorities in electronics manufacturing and semiconductors.

The leadership transition comes at a time when ELCIA is expanding its scope beyond industry representation to active ecosystem enablement. With India placing strong emphasis on electronics manufacturing, semiconductors, and deep technology innovation, ELCIA has launched several initiatives aimed at supporting industry, startups, and academia.

One of the key initiatives is the Electronics Centre of Excellence (e-COE), which has been envisioned to enable sensor development in India. Through this initiative, ELCIA aims to act as a catalyst for indigenous IP creation while enabling companies to design, develop, and commercialise sensors for domestic and global markets.

ELCIA is also strengthening its focus on talent and innovation infrastructure through the Electronics Skill Development Centre (ESDC) and the ELCIA Tech Hub. The Tech Hub follows a cluster-based approach to support co-development, prototyping, and collaboration among industry players, startups, and research institutions.

Alongside this transition, Sujaya Shashikiran, Executive Chairperson of Hical Private Limited, India’s leading manufacturer of electro-mechanical systems for global aerospace and defence platforms, has taken over as President of ELCIA. She will be supported by the Executive Committee and the association’s operational team, providing strategic direction and governance as ELCIA scales its initiatives.

Commenting on his appointment, V Sriram Kumar said,

“ELCIA is entering a phase where execution and impact are critical. India’s push towards electronics manufacturing and semiconductors presents a significant opportunity. Our focus will be on building platforms and partnerships that help the ecosystem innovate, develop capabilities, and scale sustainably.”

Sujaya Shashikiran said,

“ELCIA has played a pivotal role in shaping the Electronics City ecosystem. As President, I look forward to working with the Executive Committee and the CEO to strengthen ELCIA’s initiatives and ensure they deliver tangible value to industry and the larger ecosystem.”

With this leadership transition, ELCIA signals its intent to take on a larger role in India’s electronics and semiconductor journey by moving from advocacy to active ecosystem building and long-term capability creation.