Use cases
Built for every role in your org
Whether you’re writing infrastructure code, setting budgets, managing teams, running production, or proving compliance — Varcio meets you where you work.
Shift cost awareness left
For platform engineers
Catch expensive infrastructure before it ships, identify resources to downsize, and automate cleanup — all with proper safety controls.
- Saved from one GPU catch
- $3.2K
- Findings auto-detected weekly
- 7
- PR cost analysis time
- < 30s
Key capabilities
Pre-merge cost analysis
Catches expensive infrastructure in PRs before they reach production
Waste detection
Identifies resources to downsize or remove across all clouds
Auto-remediation
Handles cleanup with approval gates and protected-tag safety
Apex AI agent
Answers "how much is this costing?" instantly with real data
- PR opened → Varcio automatically prices Terraform changes→ Cost impact posted to PR within seconds9:00 AM
- Waste scan finds 7 unattached EBS volumes→ $214/mo savings identified, findings created10:30 AM
- Ask AI: "What's costing us the most in staging?"→ Instant breakdown by service, team, and trend2:00 PM
- Approve cleanup of 2 idle dev EC2 instances from Slack→ $180/mo saved with one click4:00 PM
"We caught a $3.2K/month GPU instance in a staging PR. It never reached production."
From guesswork to precision
For finance teams
Consolidated multi-cloud spend in one dashboard, reliable ML-powered forecasts, and budget guardrails that alert before overspend happens.
- Budget accuracy
- ±8%
- Forecast horizon
- 90 days
- Report generation
- 2 hrs → 30 min
Key capabilities
Unified dashboard
Consolidated multi-cloud spend — no more merging CSVs
Predictive forecasting
Three competing models chosen by backtest, with honest error metrics for budget planning
Budget guardrails
Soft and hard limits that alert before overspend
Finance reports
Exportable variance reports with AI-generated narratives
- Review weekly cost digest delivered to email→ Spend trend, top movers, and anomalies in one viewMonday AM
- Run 90-day forecast for board presentation→ Forecast projects Q2 with a confidence interval leadership can useWed PM
- Budget guardrail triggers at 80% threshold→ Alert sent to engineering leads before overspendThursday
- Export executive report with AI narrative→ Variance analysis with explainable cost driversMonth end
"Our budget accuracy went from ±30% to ±8% in the first quarter."
Accountability without micromanagement
For engineering managers
Unit economics show cost efficiency per user, per request, and per team. Regression attribution traces cost increases to specific PRs.
- Cost per request reduction
- 12%
- Regression attribution
- Exact PR
- SOC 2 audit trail
- Full
Key capabilities
Unit economics
Cost per active user, per API request, and per team
Regression attribution
Traces cost increases to specific PRs and deployments
Policy enforcement
Cost standards enforced automatically without manual review
Audit trails
Compliance evidence for SOC 2 and governance
- Review team cost scorecard for the sprint→ Cost per user trending down — team on trackSprint start
- Regression alert: $700 spike detected→ Attribution identifies the exact PR and engineerMid-sprint
- Present unit economics to leadership→ Cost per request down 12% from Q1Sprint review
- Export audit trails for SOC 2 evidence→ All decisions documented with actor + timestampQuarterly
"We finally know which team and which PR caused the $1.8K spike last Tuesday."
Optimize without interruption
For sREs and DevOps
Real-time waste detection, ChatOps approval flows, Savings Plans automation, and event-driven alerts — without leaving your existing workflows.
- Saved from Slack approvals
- $450/mo
- Savings Plan optimization
- 18%
- Approval-to-action time
- < 10 sec
Key capabilities
Real-time waste detection
Across all running infrastructure, automatically prioritized
ChatOps approvals
Approve savings actions from Slack during standup
Commitment purchasing
Automated Savings Plans analysis and execution
Event-driven alerts
Webhooks, EventBridge, Pub/Sub for PagerDuty, Jira, etc.
- Morning Slack digest: 3 new findings, $680 total→ Review priorities without opening any dashboard8:00 AM
- Approve EBS cleanup from Slack with one click→ $180/mo saved — audit trail auto-generated9:15 AM
- AI analyzes weekday usage for a Savings Plan→ Strategy recommendation with 18% projected savings1:00 PM
- Webhook fires to PagerDuty on budget breach→ Incident created, team notified automatically3:00 PM
"I approved a $450/month savings action from Slack before my coffee got cold."
Govern without slowing teams down
For cISOs and compliance teams
Track approvals, credential handling, and operational decisions with immutable audit trails, RBAC enforcement, and evidence-ready logs.
- Compliance frameworks mapped
- 8
- Decision logging
- Immutable
- Credential exposure
- 0 plaintext
Key capabilities
Immutable audit trails
Every action, decision, and payload is logged with actor and timestamp
Dual-layer RBAC
Page-level visibility and action-level permissions per role
Credential exposure controls
AWS AssumeRole plus encrypted Azure and GCP credentials with no plaintext exposure
SOC 2 control mapping
Findings mapped to SOC 2 controls across CC6, CC7, CC8 and A1 for ongoing compliance programs
- Review overnight remediation approvals→ Actor, timestamp, payload, and outcome all visible in one audit trail9:30 AM
- Inspect role permissions for a finance approver→ Page and action scope verified without custom scripts11:00 AM
- Export evidence for a controls review→ SOC 2-aligned documentation assembled from immutable logs2:30 PM
- Validate protected-tag exclusions on production resources→ Critical infrastructure remains outside remediation scope4:00 PM
"We finally have a clean evidence trail for cost approvals, protected resources, and credential handling."
Real-world scenarios
How teams actually use it
These are the operational moments the product guide keeps coming back to: pre-merge governance, waste cleanup, commitment purchasing, and budget enforcement.
- 01
Catch a $3K/month spike before it ships
A backend engineer opens a PR with a large RDS change. PR Cost Diff flags a $3.1K monthly increase, rates it high risk, and blocks the merge because it breaks the staging threshold before any infrastructure is created.
- 02
Find and fix $1.5K/month in idle resources
A waste scan surfaces unattached EBS volumes, unused Elastic IPs, and low-utilization EC2 instances. The team approves the safe subset from Slack and the savings show up in the next billing cycle.
- 03
Automate a $24K/year Savings Plan decision
A FinOps engineer asks Apex to model a 1-year Savings Plan strategy. The platform projects meaningful annual savings, routes the run for approval, and executes only after leadership signs off.
- 04
Run budget enforcement without spreadsheets
A startup sets a hard PR guardrail at $5,000/month and weekly AI budget narratives for leadership. Slack alerts fire at 80% utilization so the company stays inside budget without manual tracking.
Why teams switch
One platform for every team
Regardless of your role, these fundamentals make Varcio the right choice.
Replaces 3–4 tools
Stop juggling CloudHealth, Infracost, Kubecost, spreadsheets, and homegrown scripts. One platform for everything.
Guided setup
Connect your first cloud account with provider-native trust models, guided onboarding, and no local software installation required for most teams.
AI that actually works
Not a chatbot that summarizes docs. A conversational interface backed by real data, real APIs, and guided operational workflows.
Enterprise-grade safety
Protected-tag safety, approval gates, rollout-safety gates, monthly action budgets, full audit trails, and SOC 2 control mapping from day one. No surprises.
Shared workflow
Different roles, one pipeline
Platform engineers see the finding, finance sees the savings, and compliance sees the audit trail — all from the same governed sequence.
Industries
Built for your industry
From startups to enterprises, Varcio adapts to your compliance, scale, and operational needs.
SaaS and tech
Multi-team attribution, unit economics, PR governance
Fintech
Compliance audit trails, budget precision, forecast accuracy
Healthcare
Protected resources, strict RBAC, immutable logging
E-commerce
Seasonal forecasting, auto-scaling cost tracking, waste cleanup
Media and gaming
GPU cost intelligence, K8s attribution, commitment optimization
Enterprise
Multi-cloud strategy, SSO/SCIM, custom policies, SLA guarantees
See it in action
Start your 14-day Business trial — no credit card required. Costed findings from your first scan.