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 systems and infrastructure that get you there.
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.
University-Affiliated Contract Biomanufacturer
Discovery Engagement
A GMP contract manufacturing organization needed clarity before its next move. We went deep: structured interviews across every function — quality, operations, business development, and the bench — tracing how work, information, and decisions actually flow through the facility versus how they're assumed to.
The deliverables were concrete: a candid organizational assessment for leadership, a communication protocol now in active use, a role redesign for business development, a zero-cost procurement policy that eliminates duplicate ordering and waste, and a build-vs-buy decision framework for digitizing a regulated quality workflow — each one designed to outlast any individual leader.
Sometimes the most valuable engagement isn't the one that builds something. It's the one that shows an organization exactly what it's working with, so the next investment is the right one.
Not sure which engagement fits?
Most clients start with a Discovery, Strategic Plan, and Roadmap engagement. In 20 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