What we build and transform.
Fifteen capabilities, led by AI for Manufacturing and grounded in Toyota Production System discipline. AI is our primary offering; Lean and TPS are the operating backbone that makes every AI workload survive contact with the shop floor. Every engagement is engineered to ship production-grade outcomes.
Our lead offering. Production-grade AI for predictive maintenance, computer-vision quality inspection, production optimization, and generative copilots for shop-floor and engineering. See the dedicated AI for Manufacturing page for depth.
Agentic workflows across MES, ERP, and supplier systems. Autonomous scheduling, supplier-facing agents, and back-office automation tuned for the shop floor.
The discipline that underpins every engagement. We implement the full Toyota Production System as a working toolkit — not a training slide. Every element is tied to a measurable KPI and a standard work document that outlives the engagement.
DMAIC-driven variation reduction using statistical process control, process capability analysis, and full Green Belt / Black Belt program rollout.
End-to-end OpEx transformation. We lock KPIs before kickoff, instrument them weekly, and run the program to closure — not to the end of a billable quarter.
TPM rollout, reliability-centered maintenance (RCM) analysis, and predictive programs — from MTBF improvement to planned-vs-unplanned ratio targets.
Fractional CIO engagements and IT roadmaps built for operations leaders — not generic enterprise-IT templates.
MES, shop-floor apps, mobile workforce tools, and line-performance dashboards — built production-grade from day one.
AWS, Azure, and GCP architectures for manufacturers. Factory-edge to cloud, hybrid patterns, and cost-controlled scale-out.
Historian integration, lakehouse architecture, and real-time telemetry pipelines purpose-built for manufacturing data.
Executive KPI dashboards, OEE reporting, and cost-of-poor-quality analytics — the metrics that actually make it into the operating review.
Back-office and plant-admin workflows automated with a blend of RPA and AI decisioning.
Selection, deployment, and integration of production planning systems — from vendor evaluation to go-live and stabilization.
PLC / SCADA / MES / ERP integration and strangler-fig modernization of legacy systems — without pausing production.
CI/CD, infrastructure-as-code, and observability tuned for regulated, validation-aware environments.
Ready to build something production-grade?
Let's talk about your next operational excellence or AI-for-Manufacturing engagement. No pitch decks — just a conversation about what you're trying to move.