The Solution

Four dimensions of intelligence.

Four dimensions of intelligence.

Four dimensions of intelligence.

One platform.

One platform.

One platform.

The Problem

Other tools estimate.

RealTheory calculates.

RealTheory calculates cost from Kubernetes telemetry directly — matched to your actual negotiated SKU-level pricing, in real time.

How other tools work

Loud Bill

Estimation

Approximation

With RealTheory

K8s Telemetry

Contract Pricing

Calculated Truth

VS

The Problem

Other tools estimate.

RealTheory calculates.

RealTheory calculates cost from Kubernetes telemetry directly — matched to your actual negotiated SKU-level pricing, in real time.

How other tools work

Loud Bill

Estimation

Approximation

With RealTheory

K8s Telemetry

Contract Pricing

Calculated Truth

VS

Four intelligence dimensions

Multidimensional analysis

Multidimensional analysis

Fleet-wide.

Fleet-wide.

Cost Intelligence

Contract-accurate Kubernetes cost tied to your actual negotiated SKU-level pricing. Every cluster, every workload, in real time.

SKU-level contract pricing — not estimates

Workload-level attribution across all object types

Real-time — not delayed billing data

Performance Intelligence

CPU, memory, networking, and saturation signals across your entire fleet. The context that makes cost recommendations defensible.

P99, min/max, full time-series metrics

Pod-level breakdown and outlier detection

Service map that predicts reliability risk

Reliability Intelligence

OOM kills, crash backoff loops, pod health, and cluster saturation signals. Rightsizing that accounts for production behavior.

OOM events and crash loop detection

Pod scheduling failures and evictions

Reliability risks correlated with cost impact

Configuration Governance

Policy guardrails and configuration drift detection across clusters and teams. Standards that travel with the platform.

Drift detection across open source components

Kubernetes best practice enforcement

Custom rules for internal platform components

How it works

Truth. Context. Action.

Layer by layer.

From shared data truth to shipped changes — that is how Optimize with Confidence™ works.

IaC Configuration

IaC configurations from rightsizing recommendations

PR-ready changes

PR-ready changes for overprovisioned workloads

Guardrails

Guardrails for resource request standards

Jira integration

Jira integration: insights become trackable tickets

Truth — Cost Fidelity

Real-time Kubernetes telemetry matched to your contract pricing. The data your FinOps team can present to the board.

Context — Performance + Reliability

Cost decisions with full operational context. Not cost-only. The complete picture engineers trust.

Action — Artifacts + Workflow

IaC, PR-ready changes, guardrails — reviewed by engineers, shipped on their terms.

How it works

Truth. Context. Action.

Layer by layer.

From shared data truth to shipped changes — that is how Optimize with Confidence™ works.

IaC Configuration

IaC configurations from rightsizing recommendations

PR-ready changes

PR-ready changes for overprovisioned workloads

Guardrails

Guardrails for resource request standards

Jira integration

Jira integration: insights become trackable tickets

Truth — Cost Fidelity

Real-time Kubernetes telemetry matched to your contract pricing. The data your FinOps team can present to the board.

Context — Performance + Reliability

Cost decisions with full operational context. Not cost-only. The complete picture engineers trust.

Action — Artifacts + Workflow

IaC, PR-ready changes, guardrails — reviewed by engineers, shipped on their terms.

See the RealTheory platform

See the RealTheory platform

See the RealTheory platform

in action

in action

in action

Every dimension, Every cluster, Every workload.

Every dimension, Every cluster, Every workload.

Every dimension, Every cluster, Every workload.