Overview
Cloud bills are the new Oracle licenses. Unpredictable, frightening, and growing faster than your revenue. GPU spend is making the problem dramatically worse. Customers are discovering that their first AI pilot cost more in raw compute than the entire project budget, and production is still months away from launch.
Viscosity Cloud and AI FinOps gives you the visibility, the optimization, and the ongoing discipline to turn cloud spending from a source of anxiety into a managed operating cost. We focus heavily on Oracle Cloud Infrastructure including the new AI era workloads, while also covering AWS, Azure, and Google Cloud Platform.
- Full footprint discovery
- GPU rightsizing analysis
- OCI Universal Credits review
- Reserved capacity modeling
- Inference cost optimization
- Continuous monitoring setup
Why This Matters
Three forces are colliding in enterprise IT right now. Cloud complexity has reached the point where almost no team has time to master all of the pricing models. AI workload costs are exploding because GPU instances cost ten to a hundred times what traditional database workloads cost. And CFO scrutiny has reached a peak.
FinOps is the practice of aligning cloud spending with actual business value. We bring that practice to your Oracle centric environment with deep expertise in the OCI cost model and the unique economics of AI workloads.
Your Path Through FinOps
Health Check
Two to four week audit across all cloud providers. Immediate savings recommendations and a baseline.
Optimization
Implement rightsizing, reserved capacity, and AI workload tuning. Most savings land in 30 days.
Continuous Ops
Monthly reviews, anomaly detection, executive dashboards, and ongoing optimization on retainer or gain share.
Why Viscosity Technology
Most FinOps consultancies come from a cloud native background and do not understand Oracle’s unique licensing, pricing, and architectural quirks. Most Oracle consultancies do not have modern FinOps discipline built into their practice. Viscosity Technology sits at the intersection of both worlds.
Who This Is For
This service fits organizations whose OCI bills have grown faster than planned, companies piloting or scaling AI workloads and watching the GPU line item climb every month, CFOs and finance teams that want genuine cloud cost predictability, IT leaders renegotiating Oracle Universal Credits commitments, and multi cloud organizations that need a single pane of glass for cloud spend across providers.