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The industry knows how to build data centers. What it’s still figuring out is how to turn on AI factories at scale. With facilities now crossing 100 megawatts—far beyond the 5 to 10 megawatt norm of traditional builds—operators are no longer just validating equipment. They’re testing whether entire systems—power, cooling, controls, and the teams behind…
Artificial intelligence is rapidly transforming how organizations evaluate risk, analyze markets, and drive operational efficiency. In financial services alone, global AI spending is projected to surpass $97 billion by 2027, reflecting how deeply data-driven technologies are reshaping decision-making. For private equity firms—where hundreds of potential investments may be screened each year—the ability to analyze information…
Gone are the days when a hospital was simply a place where patients received care. Today’s hospitals are rapidly evolving into highly connected ecosystems powered by advanced technology, networked devices, and real-time data. The modern hospital is no longer confined to physical walls—it’s a dynamic digital environment where data flows seamlessly, AI supports clinical decisions,…
Starting in 2026, The Marketing AI SparkCast alternates between the Marketing AI Pulse Monthly Brief and in-depth interviews with leading marketing AI innovators. This episode is the February 2026 edition of the Monthly Brief and focuses on trust and authenticity in an AI-driven world. Aby Varma and Matt Cyr explore the emergence of advertising inside…
Starting in 2026, The Marketing AI SparkCast alternates between the Marketing AI Pulse Monthly Brief and in-depth interviews with leading marketing AI innovators. This episode is the February 2026 edition of the Monthly Brief and focuses on trust and authenticity in an AI-driven world. Aby Varma and
Artificial intelligence is no longer a future-state discussion—it’s a present-day leadership priority. As enterprises accelerate the adoption of generative AI and automation tools, hiring strategies are evolving alongside broader business transformation. According to McKinsey’s 2025 State of AI report, 88% of organizations now report using AI in at least one business function, underscoring how…
As organizations navigate accelerating digital transformation, tighter margins, and increasing organizational complexity, the role of consultants is being re-examined. Today’s most effective consulting leaders are no longer valued simply for delivering projects, but for bringing outside perspective, cross-industry insight, and the ability to lead through ambiguity. Most large organizations today are not short on…
Scaling AI platforms can raise questions about how to expand across locations and support higher user volumes. Growth often requires deployments in multiple data centers and regions. Mazda Marvasti, the CEO of Amberd, says having a clear path to scale is what excites him most about the company’s current direction. He notes that expanding…
Artificial intelligence software is increasing in complexity. Delivery models typically include traditional licensing or a managed service approach. The structure used to deploy these systems can influence how they operate in production environments. The CEO of Amberd, Mazda Marvasti, believes platforms at this level should be delivered as a managed service rather than under…
Providing managed AI services at a predictable, fixed cost can be challenging when hyperscaler pricing models require substantial upfront GPU commitments. Large upfront commitments and limited infrastructure flexibility may prevent providers from aligning costs with their delivery model. Amberd CEO Mazda Marvasti encountered this issue when exploring GPU capacity through Amazon. The minimum requirement…
Multi-tenant GPU infrastructure is becoming essential as AI deployments scale across customers. Organizations must maximize GPU utilization while maintaining strict data isolation. Idle compute reduces efficiency, yet shared environments can introduce security risks if not designed properly. Optimizing GPU cycles across multiple customers is essential to maintaining performance and cost efficiency. Mazda Marvasti, the…
Unpredictable AI costs have become a growing concern for organizations running private LLM platforms. Usage-based pricing models can drive significant swings in monthly expenses as adoption increases. Budgeting becomes difficult when infrastructure spending rises with every new user interaction. Mazda Marvasti, CEO of Amberd, says pricing volatility created challenges as his team expanded its…
Reliable GPU infrastructure determines how quickly AI companies can execute. Teams developing private LLM platforms depend on consistent high-performance compute. Shared cloud environments often create delays when demand exceeds available capacity. Amberd CEO Mazda Marvasti says waiting for GPU capacity did not align with his company’s pace. Amberd required guaranteed availability to support its…
Developing a private large language model (LLM) on AWS can expose infrastructure constraints, particularly around GPU access. For smaller companies, securing consistent access to high-performance computing often proves difficult when competing with larger cloud customers. Mazda Marvasti, CEO of Amberd, encountered these challenges while scaling his company’s AI platform. Because Amberd operates its own…
Microsoft’s introduction of the Maia 200 adds to a growing list of hyperscaler-developed processors, alongside offerings from AWS and Google. These custom AI chips are largely designed to improve inference efficiency and optimize internal cost structures, though some platforms also support large-scale training. Google’s offering is currently the most mature, with a longer production…
OpenAI’s partnership with Cerebras has raised questions about the future of GPUs in inference workloads. Cerebras uses a wafer-scale architecture that places an entire cluster onto a single silicon chip. This design reduces communication overhead and is built to improve latency and throughput for large-scale inference. QumulusAI Senior Product Manager Mark Jackson says Cerebras’…
Energy companies are running into a hard truth: the old “buy vs. build” debate no longer fits today’s reality—especially as AI moves from experiment to expectation. A modern software strategy must now account for cloud-native, modular ecosystems, where open APIs, integrations, and AI-ready interfaces determine how quickly teams can launch, adapt, and scale. Early…
Generative AI has moved past being a shiny demo and into the messy reality of enterprise operations—where data lives in different systems, customers expect instant answers, and security teams (rightfully) say “prove it.” In energy services specifically, even small efficiency gains matter: many retail energy providers operate on thin margins, and operational blind spots—billing…
Energy billing is one of those things most people only think about when something goes wrong—an unusually high charge, a missing bill, a surprise shutoff notice, or a rate plan that suddenly doesn’t make sense. With smart meters, more complex pricing options, and different rules in regulated vs. deregulated markets, even a small breakdown…
CG Infinity’s Salesforce Practice is built on deep, day-to-day engagement with the organizations it serves. Rather than operating as an external vendor, the team embeds itself with clients—working closely, consistently, and collaboratively—so decisions are informed by real context, trust, and shared accountability. This approach ensures Salesforce solutions are shaped not just by requirements, but…
CG Infinity’s Salesforce Practice is built around helping organizations move forward together, especially when initiatives span cross-functional teams with different priorities. The focus is on alignment—bringing the right stakeholders into the conversation early and ensuring decisions are made collaboratively so solutions serve the whole organization, not just one function. That capability is reflected in a…
Salesforce offers a broad ecosystem of tools and integrations, giving organizations flexibility but also introducing constant decisions about when to buy, build, or customize. The strongest strategies apply discipline to those choices, often relying on Salesforce custom development to ensure specific requirements are met without adding unnecessary cost or complexity. That balance is a…
Salesforce gives organizations the ability to automate marketing, personalize outreach, and manage leads at scale—but those benefits only materialize when complex capabilities are implemented cohesively. A successful Marketing Cloud implementation requires more than individual features working in isolation. Through its Salesforce Practice, CG Infinity brings together Marketing Cloud capabilities—including Email Studio, Automation Studio, and…
Successful Salesforce initiatives rely on alignment as much as technology. When partners stay focused on delivery rather than shared priorities, projects risk meeting technical requirements without achieving real business success. The strongest outcomes come from teams that treat client priorities as the foundation for every decision and operate from a clear client philosophy. That…
Salesforce can be a powerful growth platform, but its complexity can put inexperienced organizations at a disadvantage. Without strong in-house expertise, leaders may struggle to assess recommendations, push back on unnecessary scope, or determine whether proposed solutions truly support business outcomes. Over time, this can lead to overbuilt systems, excess cost, and decisions driven…
Strong delivery starts with advocacy—making sure customer priorities are clearly represented, consistently elevated, and never lost as work moves forward. At CG Infinity, that advocacy shows up through proactive thinking, idea-sharing, and a commitment to pushing for better outcomes at every stage of an engagement. Customer voices remain front and center, shaping decisions and…
Meaningful work often comes from shared success, where customer outcomes and team outcomes are closely connected. At CG Infinity, this mindset shapes how client relationships are approached—not as transactions, but as partnerships built on collaboration, trust, and mutual accountability. The focus goes beyond delivering a solution to working side by side with customers, exchanging…
Skilled trades are facing accelerating retirements, rising customer expectations, and rapid advances in AI—putting the field service industry at a critical inflection point. Industry estimates suggest millions of frontline roles could go unfilled over the next decade, even as technology promises to automate more tasks than ever before. The stakes are high: decisions made now…
The skilled trades are facing a turning point. With a rapidly retiring workforce and an ever-growing demand for infrastructure, HVAC, and electrical expertise, the U.S. is experiencing a talent gap that’s becoming impossible to ignore. Looking ahead to 2026, industry analysts anticipate the construction sector will need to recruit nearly half a million new workers,…
The data center industry is being redefined by AI’s demand for faster, denser, and more scalable infrastructure. According to McKinsey, average rack power densities have more than doubled in just two years. It went from approximately 8 kW to 17 kW, and is expected to hit 30 kW by 2027. Global data center power demand is projected…
Organizations must balance automation's speed with human judgment to identify talent that algorithms alone cannot predict or assess
European operators and vendors must adapt to evolving standards and resilience demands reshaping the continent's broadband infrastructure landscape
Schools today are navigating a whirlwind of change, from new expectations in the job market to the growing influence of AI and the constant push to rethink accountability. That’s why conversations about educator advocacy matter so much right now. Texas, for example, ranks among the lowest ten states in per-pupil funding—even while boasting the seventh-strongest…
Automation and AI aren’t arriving someday—they’re already reshaping factory floors, logistics hubs, and technical workplaces right now. That shift is putting schools, especially Career and Technical Education (CTE) programs, on the spot: the jobs students are training for are evolving faster than most curricula. In its Future of Jobs Report 2025, the World Economic…
High schoolers are overwhelmed — and not just by homework. The path to college can feel like a maze of forms, essays, and deadlines, with little guidance on where to begin. A recent survey found that nearly three-quarters of students describe the college application process as “difficult.” For many, that difficulty isn’t academic; it’s…
Building winning products means mastering the intersection of rapid SaaS expansion, fintech disruption, and the strategic choices that separate thriving startup
Driving Innovation in Energy Exploration At Altitude Energy Partners, we’ve long understood that the future of energy development depends on continuous innovation in directional drilling technology. As formations become more complex and environmental standards more stringent, the industry is experiencing a technological revolution that promises to redefine what’s possible in drilling performance. We asked industry…
Why Commercial Properties Are Treating Irrigation Like Critical Infrastructure Property managers used to call me about broken sprinkler heads. Now they’re asking about IoT sensors, flow analytics, and compliance documentation. The shift tells you everything about where water management is headed in commercial real estate. I’ve engineered irrigation systems for 16 years—from designing pressurized…
In the scorching California sun, David Shellu watched as two neighboring developments raced through the permitting process. One sailed through approvals in record time. The other languished in bureaucratic purgatory for months. The difference? A few thousand dollars worth of smart irrigation technology planned into the blueprints from day one. “I’ve seen projects get…
Join host Michelle Dawn Mooney for this special episode of FlowCast by Trillium Flow Technologies, as she sits down with Fred Jansen, General Manager of Trillium’s Netherlands facility, and Pepijn Esman, Engineering Manager for Red Point, to unveil the non-contact Rising Stem Ball Valve (RSBV)—a breakthrough engineered for extreme-service applications across oil & gas,…
At the 2025 Distributech trade show in Dallas, the focus wasn’t just on the latest in energy infrastructure—it was also on the invisible front line of utility operations: the contact center. With customer expectations rising and regulatory pressure intensifying, utility companies are discovering that outdated voice systems are no longer just a nuisance—they’re a…
AI and cloud computing are reshaping the nation's power grid as data centers double their electricity consumption by 2030
Edge technology enables warehouse operators to achieve real-time inventory visibility without installing complex systems or infrastructure
Power grids face unprecedented strain as data centers and AI infrastructure accelerate demand beyond current capacity
AI automation is transforming how quick-service restaurants manage thousands of daily orders while reducing costs and improving consistency
Retailers are moving beyond task automation to deploy AI systems that independently analyze data and make split-second business decisions without human interven
As AI reshapes quick service restaurants, reliable connectivity becomes the backbone enabling seamless operations across ordering systems, kitchen automation, a
The luxury retailer's framework for blending analytical rigor with creative storytelling reveals how brands can sustain emotional connection amid rapid retail t
A global tire manufacturer transforms industry standards by merging artificial intelligence with sustainability to stay ahead of rapid market disruption
The property management platform is prioritizing seamless integrations and payment flexibility to help independent hoteliers streamline operations in 2025
Smaller hotel operators are consolidating fragmented software systems into unified platforms that streamline daily operations and boost profitability
Businesses managing multi-state compliance discover how centralized software eliminates manual errors and ensures regulatory requirements are consistently met
Real-time data analytics are reshaping how enterprises tackle supply chain visibility and cost optimization
Strategic acquisitions and regional teams position a cloud software provider to capture explosive demand across Europe, Asia, and Africa
A customer success leader reveals how proactive engagement and tailored strategies turn software implementations into measurable business growth
A fuel management platform debut signals a shift toward data-driven efficiency in the convenience retail sector
A single platform consolidates fuel operations and delivers insights that fuel smarter, faster business decisions across your entire supply chain
A Canadian autonomous vehicle software maker reaches a public markets milestone after building one of the industry's most robust patent portfolios
Automakers can now deliver vehicle improvements to drivers without expensive hardware replacements through agile software cycles
The autonomous vehicle software maker's public debut signals accelerating adoption of AI-powered perception technology across the automotive industry
Software-driven perception technology is reshaping how vehicles understand and navigate their environment safely
Connected vehicles processing millions of lines of code face growing cyber threats that demand innovative security solutions to protect passengers and data
A sensor fusion platform powered by AI addresses the critical perception challenges holding back higher levels of autonomous driving
Underfunded agencies struggle to meet rising compliance demands while protecting critical infrastructure from evolving threats
Elite racing teams leverage AI and cloud infrastructure to transform raw performance data into competitive advantages on the track
Hardware makers and software innovators unite to bring frictionless checkout technology to India's evolving retail landscape
Indian banks are reimagining physical locations with AI and edge computing to meet evolving customer expectations in a rapidly digitizing market
Leaders in hospitality are leveraging AI to streamline operations without sacrificing the personalized guest experiences that drive loyalty
A hospitality tech innovator brings its unified property management platform to a major industry conference to showcase how automation transforms guest experien
Retailers racing to match Amazon's delivery speed are discovering that unified logistics platforms can level the playing field without building infrastructure f
Behind-the-scenes automation is quietly transforming how hotels operate across departments and daily workflows
Hotel operators are consolidating fragmented tech stacks around unified platforms that centralize data, streamline payments, and provide the stability to scale
Live streaming and social platforms are fundamentally reshaping how brands connect with shoppers in real time
Strategic infrastructure investments enable faster inventory access and more reliable order fulfillment for regional customers
An integrated platform approach consolidates travel and expense workflows while delivering measurable cost savings and employee engagement gains
Infrastructure built to handle AI's massive computational demands while dramatically reducing wasted energy and operational costs
Government agencies face mounting pressure to strengthen their cybersecurity oversight as critical infrastructure vulnerabilities become impossible to ignore
Healthcare organizations strengthening their defenses discover that individual accountability across all staff levels becomes the most effective barrier against
Hotels that blend automation with genuine hospitality are setting themselves apart in an increasingly competitive market
Human staff and AI chatbots work best together when hotels prioritize seamless handoffs over full automation
The latest stenography machine combines ergonomic design with advanced hardware and software capabilities to transform how court reporters work
AI's real-world applications are proving transformative for retail, convenience stores, and restaurants seeking operational advantages
Government agencies face mounting pressure to close critical gaps in infrastructure protection amid escalating cyber threats
Spatial computing's breakthrough moment is reshaping how businesses build apps and engage users across immersive digital experiences
A North Dakota facility designed from the ground up for AI workloads is reshaping how enterprises approach computational infrastructure
Labor shortages and operational inefficiencies are pushing quick-service restaurants toward automation as a competitive necessity in 2024
Integrated power and data systems are reshaping how facility managers optimize building operations and reduce infrastructure complexity
Companies can leverage artificial intelligence to meet stricter traceability mandates while strengthening supply chain visibility and consumer confidence
Connected delivery systems require sophisticated IoT networks that simultaneously create security gaps and provide the tools to seal them
Imagine a world where ultra-low latency applications, IoT technologies, and cloud computing work together seamlessly to create revolutionary solutions for businesses and communities. It’s the promise of the Industry 4.0 future, supported by advancements in 5G connectivity, cloud-based networks, and synergy between telcos and a decentralized ecosystem of smart buildings and devices. These synergies are…
At ISC West 2023, Premio showcases how Rugged Edge Computing can easily stand up to the toughest industrial workloads in the harshest environments without missing a beat. Many trends are shaping the modern security market with a strong focus on rugged hardware such as smart sensors. There is a shift away from the cloud…
The newly launched LeddarVision LVS-2+ is a comprehensive surround-view fusion and perception software stack supporting premium L2/L2+ ADAS highway assistance and 5-star NCAP 2025/GSR 2022 safety applications. Based on LeddarVision architecture with low-level sensor fusion, LVS-2+ efficiently extends the LVF front-view product family 1VxR sensor configuration to a 5V5R configuration, enhancing support to TJA and…
LeddarTech provides innovative low-level sensor fusion and perception ADAS and AD software technology that delivers high performance and is scalable, cost-effective, and sensor-agnostic. These solutions enable customers to solve critical environmental sensing, fusion, and perception challenges across the entire value chain.
Join us for a facility tour of our Israel office where the team is focused on the development of the LeddarVision sensor fusion and perception platform. This platform enables Level 2-5 ADAS and AD on-road and off-road vehicles. LeddarVision combines AI and computer vision technologies and deep neural networks with computational efficiency to scale up…
Leveraging artificial intelligence and computer vision algorithms to perform raw data sensor fusion, LeddarVision provides superior lane detection, free space detection, 3D bounding boxes and object detection and classification performance to achieve a comprehensive 3D RGBD environmental model and perception performance.
LeddarVision software platform combines AI and computer vision technologies as well as deep neural networks with computational efficiency to scale up the performance of ADAS/AD sensors and hardware that are essential for planning the driving path.
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