Compute Economics Platform
The Compute Economics Platform for the AI Era
CloudVerse™ gives enterprises economic control over AI, cloud, and data infrastructure.
Turn compute into an economically engineered system.
Route AI workloads intelligently.
Optimize compute automatically.
Control infrastructure cost growth at scale.
Trusted by platform and engineering teams at leading enterprises.
Baseline Cost Shift
Permanent reduction in steady-state compute spend.
Avoided Compute Demand
Savings captured before code, models, or queries scale.
Blended Compute Rate
Lower effective unit cost through smarter commitments.
Volatility Control
Fewer surprise spikes from runaway usage and anomalies.
Works with
Compute Economics Snapshot
Get an Instant Compute Economics Snapshot
Upload a cloud invoice or spend export to generate a read-only baseline: unit cost, volatility signals, and demand drivers. No credentials required.
Drop invoice here or upload a file
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Read-only analysis. Files encrypted in transit and deleted after processing.
Used by platform and engineering teams at leading enterprises.
Compute Economics
Compute Economics Across Every Layer
One platform to govern unit cost, demand, and volatility across AI, cloud, and data workloads.
AIX: AI Model Economics (LLMs)
Choose the right model per request using cost, latency, and quality constraints. Enforce routing policies and prevent token-cost drift.
Lower blended $/1K tokens without regressions.
DevX: Engineering Economics
Prevent expensive changes before they ship. Enforce cost guardrails in PRs, CI/CD, and IaC—across repos and teams.
Fewer cost incidents reaching production.
DataX: Data Workload Economics
Detect expensive query and pipeline patterns in real time. Enforce execution policies to throttle, gate, or stop runaway workloads.
Reduce warehouse waste from compounding usage.
Commitments Optimizer: Compute Procurement Economics
Forecast demand and automate RI/SP/CUD strategies. Improve coverage and blended rates while limiting long-term commitment risk.
Lower effective compute rate across providers.
Volatility Control: Variance & Spike Containment
Detect spend anomalies early and contain blast radius. Convert spikes into governed events with automated response.
Fewer surprise spikes and lower variance.
Autonomous Optimization Engine: Baseline Shift
Continuously tune steady-state infrastructure using ML-driven actions—rightsizing, scheduling, and waste elimination.
Permanent baseline reduction, not one-time savings.
How CloudVerse™ works
Integrate once. Decide everywhere. Enforce automatically.
Integrate
Connect securely across cloud, data, and AI environments.
- →Read-only ingestion where needed
- →Tenant isolation by design
Decide
Embed economic decision logic across model choice, deployments, and runtime policies.
- →Decision thresholds & guardrails
- →Policy-driven enforcement points
Enforce
Prevent accidental economics with automated gates, controls, and programmatic commitments.
- →PR gates + runtime policies
- →Commitment execution (optional automation)
How Compute Economics Works
Modern AI stacks have observability and orchestration. What they lack is economic control at the decision point.
CloudVerse™ embeds economic decision logic across model selection, workload execution, and capacity commitments—so every compute decision is evaluated for cost, performance, and risk before it scales.
Applications, Agents & Data Workloads
Product features, agents, and services
COMPUTE ECONOMICS DECISION LAYER
CloudVerse™ Compute Economics Layer
Decision logic embedded at execution points
Cloud Infrastructure & Capacity
Cloud, data platforms, and GPU/CPU capacity
Economic intent is applied at the decision point not after the invoice.
Model & Workload Selection
AIX evaluates cost-performance curves at runtime.
DevX evaluates economic impact of engineering changes before production.
Active Infrastructure Behavior
DataX enforces execution policies on live workloads.
Inefficient queries are identified and addressed automatically.
Commitment & Procurement Strategy
Commitments can be executed programmatically.
Procurement becomes systematic not reactive.
CloudVerse Products
Purpose-built platforms for every team
Specialized solutions that extend CloudVerse capabilities to developers and AI teams.
DevX
Economic decision logic embedded in PRs, repos, and CI/CD pipelines analyzing IaC and application code across 14+ languages.
Visit devx.cloudverse.ai →AIx
AI cost intelligence for LLM and GPU workloads. Optimize inference, track tokens, and control AI spend.
Visit aix.cloudverse.ai →
DataX
Analytics data cost visibility and workload controls. Monitor usage, optimize queries, and control spend.
Visit datax.cloudverse.ai →
CloudBillOps
Unified cloud billing and cost operations. Track usage, allocate costs, enforce controls.
Visit billops.cloudverse.ai →Deployment Options
Choose the deployment model that fits your security requirements.
CloudVerse™ Cloud
Fully managed SaaS hosted by CloudVerse™. Get started in minutes with zero infrastructure overhead.
Private Deployment
Deploy CloudVerse™ within your own VPC (AWS), VNet (Azure), or private cluster. Keep data within your network.
Air-gapped
Full offline deployment for highly regulated environments. Maintain complete control and isolation.
Built for Multi-Tenant Cloud Providers
CloudVerse supports hierarchical tenancy, sub-tenant isolation, and partner-level economic visibility enabling resellers and distributors to manage compute exposure across customer portfolios.
- Multi-tenant architecture with strict data isolation
- Portfolio-level compute exposure visibility
- Commitment optimization across downstream customers
Provider Console
Last sync: 2m ago
Tenants
24
Active Orgs
186
Isolation
Strict
Security and compliance, built in
Designed for enterprise environments, from access control to auditability.
ISO 27001
SOC 2 Type IIStay updated with CloudVerse™
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