AI-native FinOps Solutions by MetaFinOps

FinOps Built Into Your DevOps Pipeline

Stop cost surprises after deployment. Get real-time cost impact analysis in every PR, every pipeline, every Terraform plan.

GitHub GitLab Jenkins Terraform ArgoCD

Cost Is an Afterthought in CI/CD

Engineers ship code daily without knowing its cost impact. A single deployment can silently add thousands to the monthly bill.

Terraform applies that double monthly spend go unnoticed until the invoice arrives 30 days later.

No single view connects deployments to cost changes. FinOps teams and engineers operate in separate silos.

Shift-Left Your FinOps

MetaFinOps integrates cost awareness directly into the developer workflow. Every pull request, every Terraform plan, every CI/CD pipeline gets automatic cost analysis before changes reach production.

Engineers see the financial impact of their changes at the moment they can still adjust. No more waiting for monthly invoices to discover cost explosions.

Set budget guardrails that automatically block deployments exceeding thresholds, while giving teams the flexibility to request exceptions through approval workflows.

Core Capabilities

Cost intelligence embedded in every stage of your development lifecycle.

PR Cost Comments

Automatic cost annotations on every pull request showing the projected monthly impact of infrastructure and resource changes.

Terraform Cost Preview

Estimate infrastructure cost changes before terraform apply. See exactly how each resource addition or modification affects your bill.

CI/CD Budget Guardrails

Set cost thresholds per team, project, or environment. Deployments that exceed budgets are automatically flagged or blocked.

Deployment Cost Diff

Compare cost before and after every deployment with detailed breakdowns by resource type, team, and environment.

Pipeline Cost Tracking

Track the cumulative cost impact of all changes in a release pipeline. See how costs trend across sprints and releases.

Policy-Based Blocking

Automatically reject deployments that violate cost policies, use unapproved GPU types, or deploy to restricted high-cost regions.

What Engineers See

Cost intelligence delivered right where decisions are made.

PR Cost Annotation Example MetaFinOps Cost Analysis ─────────────────────────────────── This merge will increase monthly spend by +$420/month + 2x GPU nodes (g5.xlarge): +$380/mo + 1x Load Balancer: +$40/mo Team ML Budget: $12,400 / $15,000 Status: Within budget

How It Works

1

Code Change

Engineer opens a PR or modifies Terraform files

2

Cost Analysis

MetaFinOps calculates projected cost impact automatically

3

Policy Check

Changes are validated against team budgets and cost policies

4

Deploy or Block

Approved changes deploy; violations are flagged for review

Integrations

GitHub GitLab Jenkins ArgoCD Terraform Cloud Slack Jira

Add Cost Guardrails to Your Pipeline

Ship faster without cost surprises. Get started in minutes with your existing CI/CD tools.

Get Started