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Facing High GPU Costs and Infrastructure Constraints, Amberd Turned to QumulusAI for Fixed-Cost AI
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…
Custom AI Chips Signal Segmentation for AI Teams, While NVIDIA Sets the Performance Ceiling for Cutting-Edge AI
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–Cerebras Deal Signals Selective Inference Optimization, Not Replacement of GPUs
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’…
No Idle GPUs, No Data Leakage: QumulusAI Maximizes GPU Utilization for Multiple Customers on Shared Infrastructure
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…
Buy, Build & AI: Your New Software Strategy for Energy Leaders
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…
May the Agentforce Be With You: AI in Energy Services
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…
Nightmare on Revenue Street: Energy Billing Edition
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…
When Client Engagement Becomes True Partnership
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…
How CG Infinity Brings Cross-Functional Teams Together to Deliver High-Impact Outcomes
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…
When Building Beats Buying: Salesforce Custom Development Approach at CG Infinity
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…
How Thoughtful Experience Design in Marketing Cloud Implementation Leads to Better Business Outcomes
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…
One Team, Shared Goals: Inside CG Infinity’s Client Philosophy
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 Advocacy and Informed Judgment Drive Successful Implementations
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…
How CG Infinity’s Focus on Customer Advocacy Drives Better Delivery Outcomes
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…
CG Infinity’s Salesforce Practice Excels When Partnership Drives Outcomes
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…
CG Infinity’s Salesforce Practice: Built for Adoption, Execution, and Results
Pooja Arya, VP of Delivery and Technical Solutions Leader at CG Infinity, reflects on a recent Salesforce engagement that exemplified what meaningful delivery looks like when execution, alignment, and outcomes come together. The project involved a full Salesforce implementation spanning Sales Cloud, Service Cloud, and Marketing Cloud, and was delivered on time despite significant…
How CG Infinity’s Salesforce Practice Delivers Measurable Client Impact
CG Infinity’s Salesforce practice focuses on delivering clarity, discipline, and real outcomes—helping clients avoid unnecessary spend while building only what truly drives value. With deep expertise across Marketing Cloud, Sales Cloud, and Service Cloud, CG Infinity partners closely with clients to deliver focused, high-impact solutions that make a measurable difference. Jeff Abernathy, VP of…
How Rapid Response Consulting Turned Team Misalignment Into Forward Motion
When organizations hit critical pressure points—missed timelines, overloaded teams, stalled initiatives, or growing team misalignment—Rapid Response Consulting provides immediate reinforcement to stabilize operations and restore momentum. At CG Infinity, rapid response isn’t just about deploying expertise quickly; it’s about integrating with intention, protecting delivery, and reducing friction when stakes are high. That philosophy is…
When Leadership Gaps Threatened the Deal, Rapid Response Kept the Acquisition on Track
CG Infinity’s Rapid Response Consulting team is designed for moments when delivery is under pressure. The team integrates quickly into complex environments to stabilize operations, reinforce leadership, and keep critical initiatives moving forward without disruption. Justin Wilson, Principal at CG Infinity, describes an engagement where the team was brought in to support a data…
Turning Crises into Momentum: CG Infinity’s Rapid Response Consulting in Action
When operations hit critical pressure points, even the most carefully planned projects can unravel. Late-night deployments, complex integrations, and large-scale data migrations are high-stakes moments where small mistakes can threaten months of work. CG Infinity’s Rapid Response Consulting team steps in when the pressure is highest, stabilizing operations, restoring momentum, and reinforcing mission-critical initiatives—fast. Jason…
Advocacy in Action: How CG Infinity’s Salesforce Practice Puts Clients at the Center of Delivery
In today’s enterprise tech landscape, successful Salesforce implementations hinge less on shiny features and more on how well partners align with the real, day-to-day needs of the business. The firms that stand out are the ones that treat delivery as a shared mission—where strategy, execution, and accountability are woven together from the first conversation…
Corporate Heartbeat: The Win-Win of Giving Back
Corporate giving is increasingly viewed as part of local economic infrastructure—not discretionary generosity. In the U.S., 13.7% of households experienced food insecurity in 2024, impacting millions of working families and signaling stress within regional labor markets. As cost-of-living pressures persist and metro regions like North Texas continue to grow rapidly, business leaders are reassessing…
2025 Broadband Year in Review, Part 2
In this episode of Wavelengths, the Amphenol Broadband Solutions podcast, host Daniel Litwin continues his conversation with Alex Rozek, Founder and CEO of Mac Mountain, to examine how technology shifts, capital discipline, and changing consumer expectations reshaped broadband in 2025, and what those changes lock in for the future. As the broadband industry closes…
Bonfire Branding: How Solo Stove Sparked a Customer Movement with Liz Vanzura (Episode Three)
As audiences tune out polished ads and lean into trust, brands are being forced to rethink how they show up for the customer. Research consistently shows that consumers rate peer-created content as more credible than traditional brand messaging, and algorithmic discovery is increasingly rewarding authenticity over polish. With AI reshaping how people search and…
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