The Operations Intelligence Model (OIM) turns the data you're already creating in your ERP into one clean, honest view of what's actually happening on your floor. It doesn't replace your existing tools, software, or hardware. It augments them without a full IT implementation.
No implementation project. No consultants. Drop your production exports and OIM builds a dimensional model, validates your data quality, and delivers insights fast.
Ingest, validate, and deliver dashboards in under 5 minutes for datasets up to 5M rows. 50M rows in under 40 minutes — laptop-only, no server required.
Your data stays on your floor. No subscriptions, no lock-in, no IT project
Industry-standard metrics embedded in the model. Not bolted on after the fact
Start with CSV. Grow into SQL, MES, and IIoT on your timeline, not a vendor's
The OIM is designed to be deployed, not implemented. Here's what the first week looks like.
Drop your ERP CSV exports into the OIM. Real-world exports: incomplete columns, inconsistent values, partial data. All handled without pre-processing. Epicor, and other common ERP formats, supported out of the box.
Before any analysis, OIM scores your data quality and tells you exactly what's missing, what's inconsistent, and where to focus cleanup. You trust the output because you've seen the input.
Throughput, OEE, downtime, and quality trends. Each translated into the numbers that actually matter to operators, plant managers, and the executive team. Everyone finally sees the same truth.
SQL connection, MES integration, IIoT data — OIM's architecture meets your team where you are and expands as you're ready. No rip-and-replace.
Most operations intelligence tools are designed for analysts and sold to executives. The OIM is built for the people actually running production.
Runs on hardware you own. No cloud dependency, no vendor access to your production data, no recurring SaaS fees on top of your license.
The OIM is an intelligence layer on top of your ERP. Not a replacement. Your operators keep working the same way. The OIM makes the best possible use of the data they're already creating.
The OIM scores your data quality and tells you exactly what's missing, inconsistent, or needs operator attention — before any analysis runs. You trust the output because you've seen the input.
Medallion architecture, Kimball dimensional modeling, ISO 22400 metrics: the same architectural foundations used by enterprise platforms, without the enterprise price tag.
"I built the tool I always wished I had. The enterprise options were unusable by the people doing the actual work."
I've spent 15 years in operations at a Fortune 250 electric utility, building intelligence tools that teams actually use out of necessity on top of massive systems that weren't designed to answer the questions operators actually ask.
I took the enterprise-grade data architecture I learned there and translated it for mid-market manufacturing. The OIM is the result. The analytics under the hood are sophisticated, but the interface is strictly no-nonsense. It's designed to be used by the person running the shift, not the analyst preparing the weekly report.
Short, opinionated essays on manufacturing operations, data, and the gap between what your ERP knows and what's actually happening on your floor.
Read the Dispatch →Not a sales call. Let's explore together if this solves your current reporting pain.
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