Your data → Clear answers • No rip‑and‑replace • Works in days
Your production data is already telling you where you're bleeding money. You just can't hear it.
We build custom AI tools and desktop software for manufacturing ops teams still duct‑taping Excel to their ERP. Upload your exports — see what 10,000 rows have been hiding from you.
If any of this sounds familiar, your data is screaming at you
$14,000/month
Average hidden downtime cost we find in production data that nobody was tracking.
2 hours every morning
Time your ops team spends manually compiling reports from disconnected systems before the day even starts.
3 spreadsheets nobody trusts
The Excel files that are supposed to talk to your ERP but actually just drift further from reality every week.
What we build — and what it replaces
Custom AI tools and desktop software built around your actual data and workflows. Not another off‑the‑shelf platform that doesn't fit.
Production Downtime Analysis
Upload your production logs. AI surfaces patterns you can't see in a spreadsheet — which shifts, which lines, which machines are costing you the most, and why.
Real‑Time Production Dashboard
Custom desktop software that pulls from your existing systems and gives your floor managers one screen instead of four tabs and a whiteboard.
Quality & Defect Tracking
Detect recurring defects by product, line, and supplier over 30/60/90‑day windows. Stop shipping problems you could have caught upstream.
Predictive Maintenance Alerts
Analyze equipment data to predict failures before they shut down your line. Turn unplanned downtime into scheduled maintenance.
Supply Chain Visibility
Vendor on‑time rates, lead time drift, stock-out risk — surfaced automatically so procurement acts before the line stops.
Why ops teams trust us with their data
No rip‑and‑replace
We sit on top of whatever you already run — ERP, MES, spreadsheets. Nothing to migrate.
AI that explains itself
Every insight shows the data behind it. Your team audits the output, not a black box.
Live in days, not months
First working tool on your data within the first week. Not a 6‑month implementation project.
Your data never leaves
On‑premise or private cloud. NDA standard. We don't train on your production data.
You only pay if it works
Pilot on real data first. Monthly engagement only after you've seen measurable results.
From messy data to working tool in 4 steps
1. Show us the mess
15‑min call. Tell us what systems you're duct‑taping together and what's breaking.
2. We analyze your data
Upload a real export — production logs, downtime records, quality data. We run it through AI and show you what we find.
3. Review the results
Live walkthrough with your ops team. You see your own numbers surfaced in ways your current tools can't do.
4. Build or walk away
If the analysis proves value, we build the custom tool. If not, you keep the insights we found — no cost.
Security & data handling
Your data stays on‑premise
We deploy to your servers or private cloud. Production data never touches shared infrastructure.
Role‑based access
Only your named team members access the tools. No shared logins, no external exposure.
Data retention you control
You own everything. Delete, export, or archive on your terms — not ours.
NDA from day one
Signed before we see a single file. Outputs are exportable for your compliance audits.
Questions we hear from ops teams
Do you need access to our ERP or MES?
No. We start with the exports you already have — CSV, Excel, database dumps. If deeper integration makes sense later, we build connectors. But the first analysis runs on flat files you already export.
Who is this for?
Operations directors, plant managers, and production leads at manufacturing companies (50–500 employees) who are tracking critical data in spreadsheets because their ERP doesn't give them what they need.
What does a pilot cost?
The first data analysis is free. We run your actual production data, show you what we find, and you decide if it's worth building further. Custom tool development is quoted after you've seen the pilot results.
What if our data is messy?
It always is. That's literally the problem we solve. Inconsistent formats, missing fields, data across multiple systems — the AI is built to normalize and cross-reference all of it.
Every week you wait, the same problems cost you the same money
Send us one export. We'll show you what your data has been trying to tell you — free, no commitment, no sales pitch.