Skip to main content
ML
Deep
Systems
Accelerators
Xevanti
Research-first cold email that gets replies
Keystone
Executive decision operating system
Revenue Leak Map
Reconciled Shopify contribution margin
Calculators and samples
Choose a calculator or inspect a sample
Services
RapidOps
Workflow automation, shipped fast
AI Stack Audit
Test data and system readiness for AI
Production AI Consulting
POC to deployed, in production
Data Foundation
The trusted base your numbers sit on
Margin Command
Standing margin function for DTC teams
Operating Partner
90-day execution, embedded
Industries
Consumer & D2C
D2C & subscription brands
Connected hardware
Telehealth & DTC health
Manufacturing & Mobility
Discrete & contract mfg
Automotive · OEM & dealer
Materials & Supply Chain
Logistics & forwarding
Building materials & cement
Pharma & Life Sciences
Branded-generics commercial
Diversified conglomerates
See all industries →
Use cases
For data teams
AI stack audit & data foundation
For startups & founders
Automate before your first ops hire
For Series A SaaS
AI readiness without the rebuild
Resources
Blog
Insights & guides
Case studies
Real results, messy parts included
Research
What we are learning
Learn AI
Bootcamp & templates
About
Who you are working with
Book a readiness call
↺ Start over
Prefer to skip the quiz?
Profit Leak Calculator -- see your estimated CM2 gap now
Profit Leak Checklist -- score the 47 places your margin leaks