Unit Economics at Scale
Purpose-built for SaaS, platform, and technology companies that need per-customer cost attribution, COGS optimization, and margin intelligence.
Technology company challenges
Unit Economics
SaaS and platform companies need to understand per-customer infrastructure costs to price products accurately and maintain healthy margins. IFO4 calculates true unit economics across multi-tenant and dedicated infrastructure.
COGS Optimization
Infrastructure costs directly impact gross margins. IFO4 helps engineering and finance teams identify COGS reduction opportunities without impacting service quality or reliability SLAs.
Engineering Cost Allocation
Attribute infrastructure spending to engineering teams, services, and features. IFO4 integrates with your CI/CD pipeline and service mesh to provide granular cost attribution at the microservice level.
Multi-Tenant Cost Segregation
Understand the true cost of serving each customer segment in shared infrastructure. IFO4 uses Kubernetes labels, API gateway metadata, and application telemetry to disaggregate shared costs.
Built for engineering-driven organizations
Per-Customer Cost Tracking
Calculate infrastructure cost per customer, per feature, and per API call across shared and dedicated resources.
Gross Margin Intelligence
Real-time COGS dashboards that connect infrastructure spending to revenue data for accurate margin reporting.
Kubernetes Cost Allocation
Container-native cost allocation using namespace, pod, and label-based attribution with idle cost distribution.
CI/CD Pipeline Costs
Track build, test, and deployment infrastructure costs by team, service, and release frequency.
Data Pipeline Optimization
Optimize ETL, streaming, and data warehouse costs with query-level cost attribution and pipeline efficiency metrics.
Infrastructure Rightsizing
ML-powered recommendations for compute, memory, and storage rightsizing based on actual utilization patterns.
Reserved Capacity Planning
Optimal reservation and savings plan strategies based on your usage patterns and growth trajectory.
Engineering Scorecards
Per-team cost efficiency dashboards that promote engineering ownership of infrastructure spending.
Common deployment scenarios
Needed to understand per-customer infrastructure cost to set pricing
Implemented multi-tenant cost allocation using Kubernetes labels and API gateway metadata
Achieved per-customer cost visibility across all tiers within 2 weeks
COGS growing faster than revenue, impacting gross margins
Deployed IFO4 COGS optimization with reservation planning and rightsizing
Identified significant COGS reduction opportunities within first month
GPU compute costs unpredictable and difficult to allocate
GPU-aware cost allocation with per-model and per-experiment attribution
Full visibility into training vs. inference costs within 3 weeks
Fits into your engineering workflow
GitHub / GitLab Integration
Cost impact analysis on pull requests. See the infrastructure cost implications of code changes before merging.
Terraform Cost Estimation
Pre-deployment cost estimation for Terraform plans. Know the cost impact of infrastructure changes before applying.
CI/CD Pipeline Metrics
Track build, test, and deployment costs by service and team. Identify expensive pipeline stages and optimize.
Kubernetes Operator
Native Kubernetes operator for real-time pod-level cost allocation with custom resource definitions.
Service Mesh Integration
Correlate service mesh traffic data with cost attribution for per-request cost visibility in microservice architectures.
Observability Correlation
Overlay cost data with Datadog, Grafana, and Prometheus metrics for utilization-aware cost analysis.
Slack Bot Commands
Query costs, check budgets, and get recommendations directly from Slack with natural language commands.
API-First Design
Everything in the UI is available via API. Build custom integrations, automate workflows, and embed cost data anywhere.
Gross margin optimization toolkit
Connect infrastructure costs to revenue
IFO4 connects your cloud infrastructure costs with revenue data to calculate real-time gross margins by product, customer segment, and business unit. Track COGS trends, identify margin-eroding services, and model the impact of architectural changes on profitability.
- ◆Per-customer COGS calculation
- ◆Product-level margin tracking
- ◆Infrastructure cost trend analysis
- ◆Pricing model impact modeling
- ◆Revenue-weighted optimization prioritization
- ◆Board-ready margin reports
Optimize your technology infrastructure costs
Talk to our technology solutions team about unit economics, COGS optimization, and margin intelligence.
Request Technology Demo