IFO4
Loading...The FinOps FOCUS specification covers billing basics. The modern technology landscape demands far more.
FOCUS has zero columns for model inference costs, token usage, GPU utilization, or training expenses. The fastest-growing cloud cost category is invisible.
No carbon emissions, energy consumption, PUE ratios, or Scope 1/2/3 tracking. ESG reporting requires external tools with no standard schema.
Cannot calculate cost-per-user, cost-per-transaction, or revenue attribution. Business context is completely absent from the specification.
No framework to quantify ROI, adoption rate, vendor lock-in, or strategic alignment. Cost without value context is just a number.
No schema for ungoverned SaaS discovery, duplicate tool detection, or SSO/MFA compliance tracking across the organization.
Cannot attribute costs to commits, PRs, deployments, or CI/CD pipelines. Engineering teams fly blind on their infrastructure impact.
No standardized way to track rightsizing actions, estimated vs. actual savings, or approval workflows for cost optimization.
No structured format for anomaly scores, root causes, detection methods, or impact estimates. Every tool invents its own format.
No standardized output format for cost predictions, confidence intervals, seasonality factors, or model accuracy tracking.
Cannot map resources to compliance frameworks, encryption standards, data residency requirements, or audit status. Compliance is a separate silo.
PRISM organizes technology intelligence into 12 purpose-built datasets, each with a rigorous column schema.
Everything FOCUS has + enhanced metadata, lineage, and granularity
Complete model lifecycle cost tracking from training to inference
Carbon, energy, and environmental impact tracking per resource
Map infrastructure cost to business value and revenue
Quantify the strategic and financial value of every technology investment
Detect, classify, and govern ungoverned technology spending
Attribute cloud costs to code, teams, deployments, and pipelines
Track, approve, and measure every optimization action and its ROI
Optimize reserved instances, savings plans, and contractual commitments
Structured schema for cost anomalies, root causes, and impacts
Standardized forecasting output schema with confidence intervals
Map every resource to compliance frameworks, audits, and data governance
Every column across all 12 datasets, with types, feature levels, descriptions, and examples.
A direct comparison of specification capabilities.
Every IFO4 project consumes PRISM datasets. One schema. Ten products. Total consistency.
Central analytics hub consumes billing, maps to business value
AI cost intelligence powered by model lifecycle data
Environmental impact tracking and carbon reporting
Ungoverned technology detection and governance
Automated optimization with tracked ROI
Architecture decisions informed by cost and value data
Natural language query layer across the entire PRISM schema
Developer experience with cost-aware tooling
Commitment optimization and negotiation intelligence
Multi-cloud visibility with compliance overlay
The PRISM specification is released under an open license. Integrate it into your tools, extend it for your use cases, contribute back to the standard.