Operations Analytics & AI Consulting

Floor performance, in the room where decisions get made.

For COOs and Ops leaders sitting on undocumented floor performance — we build the OEE, SIOP, and initiative-tracking layer that turns fragmented shop-floor data into AI-powered operational insight.

From first data foundation to full decision automation, we take Operations from basecamp to a working AI-native tiered management system.

Start the climbSee the full framework
Why this matters

The floor generates the signal. The operating model rarely picks it up.

MES data, downtime logs, quality reports, initiative trackers — all live somewhere. Tier huddles still run on yesterday's whiteboard because nobody trusts the numbers enough to bet the shift on them.

We build the OEE and operational KPI layer, wire it into your tier cadence, and layer in AI agents that pre-triage the shift so the huddle is about decisions, not data reconciliation.

What we deliver

Outcomes we build toward

  • OEE instrumentation — availability, performance, quality — trusted by the floor
  • SIOP / S&OP cadence design and tiered daily management aligned to KPI trees
  • Strategic initiative tracking tied directly to P&L impact and milestone health
  • AI agents that pre-triage shift performance and flag drift before the huddle
  • Playbooks that let plant leadership run the system without our team present
How we work

How the climb runs

  • Diagnose (1–2 wks): data audit across MES, quality, and initiative systems
  • Design (2–4 wks): KPI tree, tier cadence, and target operating rhythm
  • Deploy (4–8 wks): dashboards, AI agents, and tier huddle workflows live
  • Embed (2–4 wks): plant leadership trained, governance defined, ownership transferred
  • Value tracked against throughput, quality, and initiative-realization baselines
Related practice areas
I — Procurement

Procurement Analytics Consulting

AI-native procurement analytics from spend to supplier to contract.

II — Supply Chain

Supply Chain Analytics Consulting

AI-driven analytics for sourcing, logistics, and inventory leaders.

Start Here

Ready to leave basecamp?

Bring your data. We'll bring the route to the summit.

Typically a 30-minute working session — no deck, just your data and ours.

Start the climbSee the three routes