How we work together
Services
Three engagement tiers designed to meet you where you are — and build you toward where you need to be. Every engagement starts with a clear deliverable, a defined scope, and a direct connection to measurable business outcomes.
Discovery, Strategic Plan, and Roadmap
A focused 4–6 week engagement that maps your current data infrastructure, identifies your highest-ROI opportunities, and produces a prioritized roadmap your team can act on.
Learn more →Data Transformation
Implementation of the foundational data layer: connecting systems, cleaning data, deploying dashboards your operations team will actually use, and putting governance in place.
Learn more →Custom Software & AI
Custom applications, ML models, and AI-driven automation for manufacturers who have the foundation in place and are ready to extract measurable ROI from it.
Learn more →Who we work with
Built for the mid-market manufacturer.
If you're running a $50M–$500M manufacturing operation with three or four core systems that don't talk to each other — an ERP, a MES, maybe a CRM, definitely a collection of spreadsheets — you're exactly who this framework is built for.
We don't pitch platforms. We don't have a software product to sell you. We come in as operating partners who know what manufacturing data looks like at this scale — and we help you build the capability that makes everything downstream easier.
Results in the real world
Tier-2 Auto Parts Manufacturer
Phase 1
Inspection moved off the floor
Manual inspection redesigned and tooled to move into a centralized office, where a single inspector can manage multiple lines simultaneously.
Phase 2
Up to 95% reduction in manual inspection
Structured data collection built across the line to train an ML model that flags high-risk components before manual review.
Phase 3 · In Development
Self-directed model training for new parts
Inspectors feed data using the software — the system auto-configures and trains a new detection model, no data scientist required.
Not sure which engagement fits?
Most clients start with a Discovery, Strategic Plan, and Roadmap engagement. In 30 minutes, we can tell you whether that makes sense for your situation — or whether you're further along than you think.
Schedule a 20-Minute Conversation