Nobody in the building owns the cloud bill. Not IT, not finance, not engineering — and when a CEO finally gets desperate enough to set a hard ceiling, like getting spend below 9% of revenue or the business isn't viable, that's when everyone finds out the EDP they already signed made the target structurally impossible before the conversation even started. The problem wasn't technical. It was in the contract.
Max sits down with Robby Gulri, Field CTO at RapidScale, to trace how companies end up there. Nobody owns the bill. Nobody can read the bill. Engineering won't reprioritize to fix the architecture because it's not their KPI. Finance wants a magic pill. And the cloud's biggest promise — that you only pay for what you use — disappears the moment you sign a multi-year commitment to pay whether you use it or not.
If you're responsible for cloud spend, or you're about to sign a multi-year cloud commitment — hear this before you do.
WHAT WE GET INTO
00:00 — The Daughter Analogy: Why Cloud Spend Feels Like Magic Money
01:30 — How RapidScale Evolved from DaaS into Public Cloud
05:00 — Why DaaS Never Became the Default (And Still Hasn't)
09:00 — What Killed Early VDI Adoption — And Why That's Changed
15:00 — The CapEx vs. OpEx Trap: You Escaped One Problem and Created Another
20:30 — Multi-Cloud in Theory vs. What Companies Actually Run
26:00 — Is AI Actually IT? The Question That Stumped a Room of CIOs
30:00 — Is IT a Cost Center or a Profit Center?
38:00 — Who Actually Owns Your Cloud Spend (Nobody Agrees)
44:00 — Why Companies Can't Read Their Own Cloud Bills
48:00 — Should FinOps Report to Finance or IT? (Still No Consensus)
51:30 — The CEO Spending 15% of Revenue on Cloud — and Locked In
55:00 — The EDP Trap: You Took the Discount. Now You Can't Spend Less.
58:00 — Why the Cloud Ephemerality Promise Disappears Fast
1:00:00 — Cost Tagging, Naming Conventions, and Why the Discipline Is Gone
1:01:00 — Cloud Is Not Cheaper Than Bare Metal
1:08:00 — Legacy Applications with No Source Code: The Migration Nobody Plans For
1:15:00 — Why ROI and TCO Are the Wrong Language for IT Decisions
1:17:00 — CFOs Blame IT. IT Says "It Depends." Nobody Moves.
1:22:00 — Microsoft Licensing: You Need a PhD to Understand What You're Buying
1:32:00 — Procurement Theater: The Magic 10% Was Already Priced In
1:45:00 — What a Mature FinOps Practice Actually Looks Like
1:59:00 — Agentic AI and What 2030 Actually Looks Like
2:01:00 — AI Won't Kill Jobs — It'll Shift Them (The CNC Operator Analogy)
2:05:00 — The Real Doomsday: Power and Water, Not LLMs
WHAT WE MENTIONED
AWS Enterprise Discount Programs (EDPs) and commitment lock-in
AWS MAP (Migration Acceleration Program)
Reserved Instances and Savings Plans
FinOps as a discipline — cost tagging, naming conventions, resource classification
VMware / Broadcom licensing changes and 3x price increases
Microsoft 365 E1, E3, E5 licensing tiers
Azure Virtual Desktop (AVD)
Multi-cloud strategy vs. single-region reality
Cloud-to-bare-metal cost comparison
Nutanix, Red Hat as VMware migration paths
Agentic AI and multi-agent orchestration
RapidScale's assessment and FinOps practice
ABOUT ROBBY GULRI
Robby Gulri is Field CTO at RapidScale, a managed cloud services provider owned by Cox Communications, with practices across AWS, Azure, GCP, and a dedicated FinOps discipline. He spends his time with partners, CIOs, and business leaders navigating cloud cost, modernization, and AI strategy — which means he hears the same expensive mistakes repeat across industries, company sizes, and funding stages. His job, as he puts it: make complex things simple.
Connect with Robby: https://www.linkedin.com/in/robbygulri/
RapidScale on LinkedIn: https://www.linkedin.com/company/rapidscale/posts/?feedView=all
ABOUT THE SHOW
Signed is the podcast for buyers in a market built for sellers. Host Max Clark, CEO of ITBroker.com, sits down with CIOs, CFOs, operators, and founders who've lived inside real enterprise tech deals. New episodes weekly at itbroker.com/podcast. If you're in the middle of a real tech decision and want someone in your corner, book an intro call at itbroker.com. Buy tech without regret. Follow: @itbrokerdotcom
