Turn Operational Events into Intelligence. Across Any Industry.

On the plant floor, we design engagements around the systems that actually move product: PLCs (Programmable Logic Controllers) that drive machines, SCADA layers that monitor and alarm, and MES workflows that track orders, work instructions, quality checks, and traceability between ERP and the line. We also integrate industrial cameras and vision models for defect detection and count verification, add agent-driven triage for exceptions, and automate the swivel-chair steps between MES, SCADA, and maintenance tickets. Every pilot respects OT constraints (safety, uptime, air-gaps), keeps humans-in-the-loop, and ships with clear acceptance criteria tied to throughput, first-pass yield, changeover time, or downtime-so wins are measurable and audit-ready.

Some problems require a focused strike, not an open-ended engagement. Our project-based consulting model ensures that each engagement is scoped for outcomes, with clear deliverables and defined success criteria. Whether the goal is a pilot deployment, AI workflow redesign, or compliance-focused assessment, our teams design engagements that drive progress without the drag of traditional consulting.

AI creates outsized value when it connects what you already run. We design secure, vendor-agnostic integrations across CRM [Customer Relationship Management], ERP [Enterprise Resource Planning], and OT [Operational Technology] (factory systems like PLCs/SCADA/MES), then layer in AI agents to triage, route, and automate work in real time. The result: unified data flows, event-driven automations, human-in-the-loop controls, and clear audit trails-delivering cycle-time reductions and fewer errors without disrupting production.

Traditional consulting leaves a gap between strategy and execution. Our Forward-Deployed AI Architects bridge that gap. They are embedded directly into your teams, working side-by-side to architect, test, and deploy AI systems tailored to your environment. FDAs are operators, not advisors - delivering measurable outcomes while transferring knowledge to your internal staff. The result is speed, accountability, and systems that stick.

Before embedding a Forward-Deployed AI Architect, we run a full operational audit to map where strategy breaks down in practice. Pathway Operations is our diagnostic framework - a service that surfaces process gaps, data friction, and workflow inefficiencies across people, systems, and decisions. We translate those findings into an implementation pathway that defines where an embedded architect will have the highest impact. The outcome is a clear operational blueprint that aligns readiness, resources, and ROI before deployment ever begins.

Our work doesn’t end at delivery. Every engagement includes a Client Success Layer, where dedicated success managers track milestones, measure impact, and surface opportunities for continuous improvement. This model ensures our clients not only adopt new technology but also see sustained returns on their investment.