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. Just a column mapping exercise, then 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. You own the software; no per-seat or consumption fees layered on top.
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.
OIM scores your data quality and surfaces exactly what's missing, inconsistent, or needs operator attention alongside your dashboards, not as an afterthought. 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.
"No one had built a tool that actually fit how operations people work. So I built it."
I have spent nearly 15 years at a Fortune 250 electric utility. I have designed work orders, coordinated with operations to get the work executed, and run planning and scheduling for an entire business unit. At every level of that process, I built the analytic tools that gave the whole organization the visibility to work toward a shared goal.
I took that architecture and translated it for mid-market manufacturing. The OIM is the result. Everyone from the operator to the executive sees the same data, translated to their level.
Short, opinionated writing from someone who's actually run operations.
Read the Dispatch →How OIM is built and why: architecture decisions, tradeoffs, and the reasoning behind the design.
The books, frameworks, and ideas that shaped how I think about operations and data.
Fifteen years in operations. What actually works, what doesn't, and why the gap between theory and the floor is wider than anyone admits.
Not a sales call. Let's explore together if this solves your current reporting pain.
hello@345intelligence.com