Videos Software & Technology
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…
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Client Stories - QumulusAI
Complex AI Software Should Be Delivered as a Managed Service
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…
Client Stories - QumulusAI
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…
Client Stories - QumulusAI
AI Enables Faster Business Decisions, Giving Startups an Edge Over Traditional Companies
Speed in business decisions is becoming a defining competitive factor. Artificial intelligence tools now allow smaller teams to analyze information and act faster than traditional organizations. Established companies face increasing pressure as decision cycles shorten across industries. Mazda Marvasti, CEO of Amberd, says new entrants are already using AI to accelerate business decisions. He…
Client Stories - QumulusAI
Amberd Delivers Real-Time Business Insights, Cutting Executive Reporting From Weeks to Minutes With ADA
Many organizations struggle to deliver real-time business insights to executives. Traditional workflows require analysts and database teams to extract, prepare, and validate data before it reaches decision makers. That process can stretch across departments and delay critical answers. The CEO of Amberd, Mazda Marvasti, states that the cycle to answer a single business question…
Client Stories - QumulusAI
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…
Client Stories - QumulusAI
QumulusAI Brings Fixed Monthly Pricing to Unpredictable AI Costs in Private LLM Deployment
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…
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Rethinking Leadership: Why “Doable” Might Be the Most Powerful Strategy in Education Today
At a time when educator burnout is rising and schools across the U.S. are facing ongoing teacher shortages, leaders are being forced to rethink what sustainable success actually looks like. Research shows that teacher attrition is closely tied to working conditions, job-related stress, and workload demands. As districts push for innovation, data-driven instruction, and…
From Poverty to Pricing Power | Why Great Companies Undercharge
Casey Brown didn’t grow up thinking she would become an entrepreneur. She grew up in a blue-collar family where money was always tight — close enough to the edge that the fear of poverty shaped many of her early decisions. That fear led her into engineering, into corporate America, and eventually into a moment…
Nightingales Summit: Empowering the Next Generation of Nigerian Nurses
In this episode of Care Anywhere, host Lea Sims sits down with Nigerian nurse entrepreneur and advocate Obafemi Arowosegbe to discuss leadership, mentorship, and the future of nursing in Africa. While still a nursing student, Obafemi founded the Nightingale Summit, a growing conference designed to empower nursing students and early-career nurses with leadership skills,…
From Denial to Access: Rethinking Oncology Care Through AI, Clinical Trials, and Patient-Centered Innovation
The rapid expansion of precision medicine, biologics, and targeted cancer therapies is transforming oncology—but it’s also overwhelming a system not built to keep pace. In the U.S., cancer drugs now account for some of the highest-cost treatments in healthcare, and with that has come a surge in prior authorization requirements and denials. Studies suggest physicians…
