The Problem
You're making million-dollar decisions on thousand-dollar data.
"The gap isn't technology, it's methodology. Most companies don't have a data problem. They have a decision-making problem."
The Problem:
🌫️
Data Without Clarity
Dashboards full of numbers, none of them actionable. Reports that confirm what happened but never explain why, or what to do next.
🔮
Assumption-Driven Decisions
Pricing, forecasting, and strategy built on gut feel and 'the way we've always done it.' Tribal knowledge leaves when people do.
⚙️
Automation Without Direction
Tools deployed to speed up broken processes. You automated the wrong thing faster, and now you're confident in bad data.
Define done before you build
We don't start with tools. We start with the question nobody asked: what does the right answer actually look like? Then we build backward from there.
Root Cause Analysis
Before we touch a single dataset, we map the real decision chain. Where does tribal knowledge live? Where do assumptions fill the gaps? That's where the value is buried
Define the Target State
What does 'accurate' mean for your business? We define the measurable outcome first, then design the data pipeline, model, or process to hit it.
Operationalize
Predictive models. Vision systems. Automated pipelines. We build what's needed, nothing more, and every component earns its place by moving the number. Systems that generate their own training data as a byproduct of normal operations. The longer you run, the smarter it gets, without extra work
Results: Numbers that moved.
13yr
Historical dataset transformed into a predictive pricing engine
90%+
Prediction accuracy on commercial equipment valuations
$0
Marginal cost per additional prediction after system deployment.
Capabilities
MPI has a broad range of services and analysis to fit your needs:
- Predictive Pricing Models
- Process Automation Design
- Equipment Appraisals
- Data Strategy Consulting
- Decision Architecture
- Vision-Language Pipelines