Find where your unit economics leak. Build systems to fix it.
Most cost and revenue problems exist at the intersection of too much data and not enough visibility. We use AI to surface them — then build the monitoring and automation infrastructure to address them systematically rather than in periodic manual reviews.
Get a margin analysis90-day
First cycle deliverable
Weeks
From scoping to first finding
Ongoing
Monitoring post-deployment
100%
Source-traceable analysis
A systematic approach to margin improvement.
Surface the problem. Build the infrastructure. Monitor it continuously.
Cost Structure Analysis
AI analysis of your cost structure to surface where spending creates leverage and where it doesn't — faster and more granular than manual analysis, with findings traceable to source data.
Pricing Analysis
Identify where your current pricing leaves revenue uncaptured — by segment, channel, or customer behavior — and build the models to test and systematically adjust.
Resource Allocation
Analyze where capacity is misaligned with demand across your team and operations, then build planning systems that match them without the spreadsheet overhead.
Predictive Forecasting
Forecasting models grounded in your actual data — replacing static spreadsheet projections with continuously updated ML predictions that improve with more signal.
Revenue Leakage Detection
Automated detection of billing discrepancies, contract non-compliance, and uncaptured revenue — found continuously, not in quarterly audits when it's already too late.
Margin Monitoring
Real-time dashboards tracking margin performance by product, customer, and channel — with alerts when something shifts and the drill-down to understand why.
Surface, build, monitor — in 90-day cycles.
Data scoping
We map your cost structure, revenue streams, and data sources — and identify where the highest-leverage opportunities are before building anything.
Analysis & infrastructure build
We build the AI analysis layer and the monitoring infrastructure — dashboards, alerts, and automated detection that surface problems continuously.
Track & iterate
We measure what the system finds, refine the models based on real outcomes, and extend to new areas as the first cycle proves value.
Start with what the data already knows.
Bring us your cost and revenue data. We'll scope the analysis and show you what the AI surfaces — before you commit to a full engagement.
Get a margin analysis