Category technology

One of the most advanced bike-fitting studios worldwide is tapping into the benefit of Flir thermal imaging technology to push the boundaries of sports science and biomechanics at all levels of cycling.

Located in Antwerp, Belgium, Bikefit Van Staeyen uses Flir-generated infrared images to visualize body heat and pressure distribution in real time, subsequently optimizing rider position and bike set up.

Bikefit Van Staeyen offers professional bike fitting based on more than 20 years of experience in cycling. Founded by brothers Kevin and Michael Van Staeyen (a former professional road racing cyclist), the business has built its success on extensive expertise in sports science, biomechanics and cycling. What started as a passion for precision and performance evolved into one of the world’s most advanced bike-fitting studios.

The principal differentiator of Bikefit Van Staeyen is its dual-expert approach: every bike fit is performed by both brothers working together, merging technical analysis and professional cycling experience with medical understanding.

“This synergy allows us to identify patterns and dysfunctions far beyond what conventional systems can capture,” explains Kevin.

Real-time insight

Central to the process is the use of advanced thermal imaging technology from Flir, which provides a real-time view into physiological asymmetries, pressure distribution, and underlying muscular imbalances. 

“We use a Flir infrared camera to study a heat map of a rider pedaling to optimize body position and bike set up,” says Kevin. “By combining thermography with motion tracking, force analysis, and EMG [electromyographic] data, we can see what others can only guess: how the rider’s body reacts, compensates, and adapts under load. We’ve named our thermography application ‘Lava.flow’, a process that allows us to understand and optimize injury-prone areas, muscle activation, and pressure points in a completely new way.”

Bikefit Van Staeyen initially used a Flir E76 thermal imaging camera but has since migrated to the newer E96. The E96 is Flir’s first pistol-grip camera with 640 × 480 thermal resolution, allowing users to survey targets safely and quickly. This advanced sensor offers complete coverage of near and distant targets through a range of lens options. In addition, Flir Ignite provides the automatic uploading of E96 images directly from the camera to the cloud for easy, secure storage and sharing.

As pioneers in thermal analysis for cycling applications, Bikefit Van Staeyen works in close collaboration with Thermal Focus, a Flir Platinum Partner and stockist of the largest selection of Flir infrared cameras in the Benelux (Belgium, Netherlands, Luxemburg) region.

Temperature in focus

The hot spots and cold spots identified by Flir thermal cameras serve as direct indicators of how a cyclist’s body functions on the bike. An excessive temperature increase in certain areas can indicate overexertion, friction, or poor posture. 

Using the Flir E96, Bikefit Van Staeyen can: detect hot spots and elevated pressure zones on the saddle, shoes, or handlebars; identify asymmetric muscle loading and unbalanced activation patterns; analyze vascular restrictions that may lead to numbness or reduced performance; and detect thermal irregularities that could indicate overload.

With this in-depth thermal analysis, the brothers are able to identify a range of issues that prompt adjustments for the optimal riding experience. For instance, asymmetric heat distribution around the kneecap points to a possible biomechanical problem, while too much heat in the ball of the foot typically means incorrect positioning of the cleat position. Similarly, increased temperature in the lower back could be the result of a compensatory mechanism or incorrect saddle adjustment.

“While traditional bike fits are often based on observation and feel, we use objective, data-driven measurements from the Flir thermal camera,” reveals Kevin. “Our Lava.flow process gives us unique, real-time insight into how a rider’s body responds while cycling. By way of example, we recently helped a cyclist experiencing unexplained knee pain during rides. Using our Flir infrared imaging technology, we observed excessive heat accumulation in the tibia [tibialis anterior muscle]. Thanks to the Flir imaging of this increased heat and our leg length software, we discovered that this leg was structurally shorter and that the rider had to pull the pedal excessively upward when cycling, resulting in knee pain.”

All levels of cyclist

Cyclists turning to Bikefit Van Staeyen for assistance range from dedicated amateurs to World Tour professionals. They trust the company for the same reason: attention to detail. From saddle pressure to neural load; from crank dynamics to thermal asymmetry – no variable is left unexplored. The company is also pioneering the bike-fit domain at university level, a first in Europe, by collaborating with the University of Antwerp to integrate data-driven approaches.

“We want to serve as the fundamental partner and reference point for thermal camera technology within the sport of cycling,” concludes Kevin. “Our ambition is to help shape the future of performance diagnostics, not just for our own athletes, but as a knowledge and technology hub for teams and riders worldwide. With our expertise and experience we can demonstrate the immense potential of thermography in biomechanical and performance analysis.”

Chandigarh, Feb 20: In a decisive step towards accelerating EV mainstreaming, TATA.ev, India’s leading provider of zero emission personal mobility solutions, today launched the new avatar of its popular Punch.ev, ushering in the next wave of mass EV adoption in India. Designed to democratize entry level electric mobility, the new Punch.ev brings together everything customers seek in not just their first electric car but also their first household car, by holistically addressing the key barriers limiting EV ownership—affordability, range confidence, charging convenience, and battery assurance; thereby solving the full equation for mainstream EV adoption at scale.

Launched at an attractive introductory price of just INR 9.69 lakh the new Punch.ev brings EV ownership to near on‑road price parity with ICE offerings in the entry‑level small‑car segment

TATA.ev is also offering the option of BaaS, starting at INR 6.49 lakh with a Battery EMI of INR 2.6 / km, enabling an alternative financing option for customers.

Launching the new Punch.ev, Shailesh Chandra, Managing Director, Tata Motors Passenger Vehicle Ltd. and Tata Passenger Electric Mobility Ltd., said,

“The new Punch.ev, makes electric mobility truly accessible, practical and worry free for every household. With a real-world range of ~355 km, fast charging capability, a lifetime HV battery warranty and a highly accessible price point, it resolves the core concerns that have thus far held customers back from choosing an entry level EV as their primary car. By bringing together everything customers seek in their preferred car for both daily and long-distance travel, the new Punch.ev marks a significant leap forward in the democratization of electric mobility in India.”

Beyond Limits

Built on the advanced acti.ev architecture, the new Punch.ev takes pure EVs to the next level. Having pioneered the subcompact SUV category while retaining its spot as one of India’s most loved SUVs, the Punch in its EV avatar is an undeniable choice for a wide spectrum of buyers.

Addressing Range Anxiety with longer real-world range and a larger battery pack

With a larger 40 kWh LFP prismatic cell battery pack delivering a higher and more meaningful real-world C75 range ~355 km and ARAI certified (P1+P2) range 468 kms, the new Punch.ev is ideal for everyday city use and short intercity trips, with reduced need for frequent charging stops. Additionally, the new Punch.ev will also be offered with a new 30kWh battery pack option. With these two options combined, the new Punch.ev enables a seamless transition for customers from ICE to electric, delivering superior drive quality, lower running and maintenance costs, and uncompromised every day or long distance travel on a single charge.

Faster charging, more driving:

With fast charging support, the battery can quickly charge from 20% to 80% in just 26 minutes. Furthermore, it easily tops up the battery with 135 Km of real-world range in just 15 minutes, roughly the time of a quick tea or coffee break on long drives

Lifetime Battery Warranty covering unlimited km:

The new Punch.ev comes with a Lifetime HV Battery Warranty covering unlimited KM, providing long-term coverage on the most critical EV components, giving first time owner customers added reassurance during ownership.

Rapidly Expanding Charging Ecosystem:

TATA.ev’s charging network covers over 2.3 lakh charging points across 1,500 cities through home, community and partners’ public charging. TATA.ev has aggregated over 30,000 public chargers in collaboration with over 30 charge point operators. Customers can check for the real time availability/status of active chargers via IRA.ev app for seamless navigation and end to end payments. TATA.ev monitors the reliability of public chargers and has curated a ‘.ev Verified’ charger network, comprising of 2,500+ fast, secure and highly reliable charging points across 500 cities and towns. Elevating the charging experience to world class levels, TATA.ev has established India’s largest superfast charging network- 450+ charging points across 130+ Mega Charging Hubs on 80 highways- this footprint will expand to 800 charging points by FY26.

Bengaluru, Feb 20: Blue Machines AI and Cartesia today announced a strategic partnership to deliver India-first conversational AI solutions for Indian enterprises, with an initial focus on regulated sectors such as BFSI and healthcare.

As Indian enterprises shift from pilots to production-scale conversational AI, two priorities have become clear: the need for natural multilingual voice experiences that reflect India’s linguistic diversity and India-resident processing aligned with regulatory expectations. Together, Blue Machines and Cartesia deliver enterprise-grade intelligent voice agents that seamlessly understand intent, execute complex workflows, integrate with existing systems, and respond naturally with ultra-low latency across regional languages. By uniting state-of-the-art voice technology with advanced real-time orchestration capabilities – the partnership enables organizations to deploy scalable, context-aware voice solutions that drive operational efficiency and enhanced customer experiences.

India-resident data processing ensures compliance with regulatory, governance, and auditability requirements – critical for enterprises operating in highly regulated sectors. Multilingual capabilities spanning Tamil, Telugu, Kannada, and Marathi enable enterprises to deliver culturally relevant and hyper localized interactions across customer care, onboarding, and collections workflows.

The partnership enables enterprises to deploy multichannel voice agents across telephony and digital platforms. Real-time speech generation and intelligent workflow execution minimize response times, enhance operational efficiency, and maintain consistent brand voice quality – even during high-volume interactions. Through this collaboration, customers gain access to Cartesia’s full suite of enterprise-grade offerings, including flexibility with on-premise or cloud-hosted deployment options. The companies have developed a jointly tested deployment architecture tailored for regulated environments, with attention to latency management, audio handling, interruption control, fallback behaviour, and operational governance. The solution emphasises production readiness, monitoring, and observability to ensure reliability at enterprise scale.

Blue Machines’ Voice AI stack manages the end-to-end call lifecycle – from telephony connectivity and real-time audio streaming to dialogue orchestration and integrations with CRM, banking systems, messaging platforms, and internal APIs. Cartesia’s conversational AI model infrastructure is the first to enable ultra-low-latency speech processing for Indian languages, hyper-realistic voice generation, and streaming responses that allow smooth conversational flow, even during interruptions.

Select Examples of Enterprise Applications and Measured Results

BFSI – Multilingual collections and service: Banks can reduce collections operating costs by up to 45% while improving promise-to-pay conversion by 15-25% by deploying a collections voice agent. The agent engages customers in their preferred language, retrieves EMI and account details from backend systems, and provides immediate payment pathways – all within an India-resident processing environment that ensures regulatory compliance and eliminates manual follow-ups.

Healthcare – Appointment management and follow-ups:

Hospital networks can cut no-show rates by 25-40% and achieve 30-50% faster appointment confirmations by automating appointment confirmations, rescheduling, and patient reminders through low-latency, natural voice interactions. This frees staff to focus on high-value care delivery while maintaining governance standards for data processing of confidential patient information.

Enterprise customer support – High-volume inbound queries

Telecom and utility providers can increase Tier 1 query automation rates by 60-80% and drive down call center costs by 30-50% while boosting CSAT scores. This is achieved by deploying voice agents that authenticate customers, execute workflows in real time, and resolve billing queries, service requests, and plan changes in regional languages.

Arjun Desai, Co-Founder of Cartesia, said,

“Enterprises expect voice experiences that are fast, natural, and expressive, without compromising on control and reliability. Sonic 3 delivers ultra low latency, human quality speech across the top 9 Indic languages. We power millions of daily voice interactions for global customers including ServiceNow, Gupshup, and Magicbricks. We are thrilled to partner with Blue Machines and double down on our commitment to the Indian market through our new Bangalore office. As voice becomes the primary interface for Indian enterprises and consumers, we look forward to building that future alongside daring and innovative partners.”

Nirmit Parikh, Founder and CEO of Blue Machines AI, added,

“For Indian enterprises, compliance and regional language support are foundational. This partnership enables organisations to deploy India-resident, multilingual Voice AI workflows with the performance, governance, and scale required for regulated industries.”

Looking ahead, the companies plan to expand support for additional Indian languages, introduce new enterprise workflows, and closely partner on evaluation and model improvements. The collaboration aims to improve customer satisfaction, increase deployment speed, and deliver measurable business impact for enterprises adopting Voice AI.

PPDS, together with integration specialist Exaprobe and digital signage software partner, Telelogos, have combined their expertise to deliver unrivalled high quality, low energy visual performance and remote management capabilities to the Institut’s 3,000 plus staff, with a fleet of 20x sustainability conscious Philips Professional Displays.

 Amsterdam, Feb 20: PPDS, the exclusive global provider of Philips Professional Displays, is excited to announce that its Tableaux ePaper and 3000 Series EcoDesign digital signage displays have been selected to deliver a perfect tonic of high performance, low energy visual capabilities to Institut Pasteur’s 538,000 ft² biomedical research campus in Paris.

 Founded by Louis Pasteur in 1887, the Institut Pasteur is an internationally acclaimed not for profit research and education institute committed to the fight against infectious diseases in France and around the world. A recipient of 10 Nobel Prizes and employing over 3,000 staff, the Institut’s colossal five hectare campus features 39 separate buildings, including a conference centre, and a total of 48,000 m² of laboratory space.

 Future proofed planning

With such a vast campus and visual technology playing an increasingly important role in its day to day activities and communications, Institut Pasteur’s AV/IT management team sought to modernise its ageing display infrastructure. Concluding an extensive site review, the project would include a fleet of 20x dynamic displays, strategically placed to support a variety of needs, settings, and light environments, including reception halls, meeting rooms, laboratories, and more.

 The project presented a number unique challenges. As a site of historical significance – containing several listed buildings – retaining the aesthetics during any modernisation, while ensuring minimal disruptions to staff, was imperative. Furthermore, displays would need to meet the Institut Pasteur’s strict standards for electrical safety and durability, while providing greater energy efficiency to reduce its carbon footprint.

 Romain Gentile, Key Account Manager at PPDS, commented: “Performance, readability, and energy efficiency were all key, with the displays disseminating scientific, institutional, and logistical information. For Institut Pasteur, and the invaluable work they do, there can be absolutely no compromise.”

 Effective communication

Working with AV/IT integration specialists, Exaprobe, PPDS’ multi award winning ‘zero power’ 32” Philips Tableaux ePaper and 55” Philips Signage 3000 Series EcoDesign displays were immediately identified as the only solutions capable of meeting – and ultimately surpassing – the Institut’s high expectations.

 Signalling a new era of visual communications and sustainability, the introduction of Philips Tableaux ePaper displays was selected primarily – but not exclusively – to provide wayfinding information, such as mapping, campus information, and other instructions, to help visitors navigate around the site.

 Fully portable and able to be used entirely unplugged – ideal for use in Institut’s older buildings and in spaces with limited power sources – each Philips Tableaux is capable of displaying full colour, static imagery for days, weeks, months, or even years without using a single kilowatt of energy. The only time Philips Tableaux displays require power is during content updates, with one image change using just 0.0025 kWh.

 The Gold standard

For the institute’s more advanced and detailed visual needs on a grander scale, including for presentations, corporate videos, and other internal communications, the future proof Philips Signage 3000 Series EcoDesign was the standout choice, ticking all boxes for both performance and sustainability.

 In addition to delivering high impact 4K Ultra HD visual quality, with picture perfect performance down to the smallest detail – be that videos, pictures or numbers – the Philips Signage 3000 Series EcoDesign enables the screens to use less than 50 per cent of the power compared to other digital signage models in the market, without compromising on performance.   

 The Philips Signage 3000 Series EcoDesign display is also the industry’s first EPEAT Climate+ Gold certified display of its kind, which measures the social and environmental impacts of products from extraction to end of life. The Philips Signage 3000 EcoDesign meets the most demanding set of criteria for sustainability leadership in electronics.

 24/7 management

Both the Philips Tableaux and Philips Signage 3000 Series EcoDesign are also members of PPDS’ growing portfolio of integrated Android SoC displays, offering a vast range of features and benefits, including secure and seamless remote management capabilities with trusted partners.

 Enabling centralised management of the new fleet, PPDS partner, Telelogos’ Media4Display solution was selected and integrated, providing round-the-clock monitoring and management. This also allows the Pasteur technical team to schedule content in real time without having to travel or manually update, further reducing their carbon footprint and costs. 

 The full integration proceeded successfully and without disrupting research activities. Connectivity and content management tests were carried out on site, ensuring a seamless transition.

 Franck Fromet, AV Manager, Institut Pasteur, commented: “The integration of our new Philips Professional Displays has enabled us to modernise our communication while respecting our environmental commitment. The PPDS teams understood our constraints and proposed a solution that is understated, elegant, and effective.”

 Romain Gentile concluded: “The Institut Pasteur now benefits from a modern, sustainable display system that is fully adapted to its scientific environment. Information is disseminated more effectively, content is updated instantly, and energy consumption has been significantly reduced.”

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.

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.

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.

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.

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.

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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