Services
Practical analytics engagements for manufacturing teams.
MES & OEE Assessment
2-week engagement · Fixed scope
Your MES is collecting data every second of every shift. But how much of it is actually usable? This assessment starts with your raw data — Traksys exports, downtime logs, quality records — and maps the full picture: what you're capturing, what you're not, and where the gaps are costing you visibility.
You'll get a written report identifying data quality issues, blind spots in your OEE calculations, and specific opportunities where better data collection would directly improve decision-making. This isn't a software pitch. It's an honest audit from someone who's built these systems and knows where they break down.
Production Analytics Build
4–8 week engagement · Scoped to your needs
You have the data. You need it to mean something. This engagement takes your raw production data — Excel exports, CSV dumps, MES database pulls — and builds a Python-based analytics pipeline that produces real, usable output: automated OEE reporting, shift-level diagnostics, trend analysis, and AI-generated narrative summaries that explain what happened and why.
The deliverable isn't a dashboard you need to babysit. It's a pipeline that runs on its own and produces executive-ready PDFs, email reports, or whatever format your plant leadership actually reads. Built to your data, your line structure, your KPIs.
Ongoing Analytics Retainer
Monthly engagement · Continuous improvement
Production doesn't stop, and neither should your analysis. The retainer provides continuous production intelligence: monthly performance reports, anomaly detection when lines deviate from normal, and data-driven improvement recommendations tied to what's actually happening on your floor.
Think of it as having a dedicated manufacturing analyst on call — someone who knows your lines, your data, and your goals. When leadership asks "what happened last month?" or "why is Line 3 underperforming?", you'll have the answer ready before the meeting.
Every engagement starts with a conversation — not a sales deck.
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