Operations Intelligence Model

Your floor runs on instinct.
It shouldn't have to.

OIM turns the data you're already creating in Epicor into one clean, honest view of what's actually happening on your floor — without replacing your ERP, retraining your operators, or waiting on IT.

Local-first. No cloud dependency.
ISO 22400 & SMRP metrics embedded
Live on your data in under a week
Built by an operator, for operators

CSV in. Answers out.
Same week.

No implementation project. No consultants. Drop your production exports and OIM builds a dimensional model, validates your data quality, and delivers dashboards — fast.

Demo · CSV → dimensional model → dashboard

Enterprise-grade analytics.
Without the enterprise price.

EOD
Friday

Go from raw CSV exports to operational dashboards inside a single week

0
Cloud dependencies

Your data stays on your floor. No subscriptions, no lock-in, no IT project

ISO
22400 + SMRP

Industry-standard metrics embedded in the model — not bolted on after the fact

1→∞
Integration path

Start with CSV. Grow into SQL, MES, and IIoT on your timeline, not a vendor's

Four steps from data
to decision-ready.

OIM is designed to be deployed, not implemented. Here's what the first week looks like.

01 — Ingest

Drop your exports

Drop your Epicor BAQ or CSV exports into OIM. Real-world exports — incomplete columns, inconsistent values, partial data — handled without preprocessing.

02 — Validate

Know what you have

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.

03 — Analyze

Operations dashboards by Friday

OEE, throughput, downtime paretos, quality trends — built on your actual data. Designed for the people running the floor, not just analysts and executives.

04 — Expand

Grow when you're ready

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.

Designed from the floor up.

Most operations intelligence tools are designed for analysts and sold to executives. OIM is built for the people actually running production.

Local-first architecture

Runs on hardware you own. No cloud dependency, no vendor access to your production data, no recurring SaaS fees on top of your license.

Augments your stack, doesn't replace it

OIM is an intelligence layer on top of Epicor — not a replacement. Your operators keep working the same way. OIM makes the best possible use of the data they're already creating.

Data quality first

OIM tells you what's wrong with your data before it tells you anything else. The scout layer is foundational — you can't build reliable intelligence on unreliable inputs.

Enterprise modeling, accessible cost

Medallion architecture, Kimball dimensional modeling, ISO 22400 metrics — the same architectural foundations used by enterprise platforms, without the enterprise price tag.

"I built this because I needed it. The enterprise options were either unaffordable or unusable by the people doing the actual work."

I've spent 13 years managing large-scale manufacturing and utility operations — building intelligence tools out of necessity, on top of systems that weren't designed to answer the questions operators actually ask.

OIM is what I wish I had. The analytics are sophisticated. The interface is not. It's designed to be used by the person running the shift, not just the analyst preparing the weekly report.

Built for
  • Running Epicor but flying blind on what's actually happening
  • Tired of Excel wars and one-off reports that never agree
  • Can't justify a $500K MES or analytics implementation
  • Want visibility without replacing how your operators work today
  • Mid-market discrete manufacturers ($50M–$500M revenue)
  • Aerospace, automotive tier 2/3, precision machining, metal fab

Let's find out if
this solves your problem.

Not a sales call. I'm looking for manufacturing ops leaders who'll tell me honestly whether I've built the right thing — and what they'd pay for something that did.

david@345intelligence.com
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