Engineering Consulting · Automation & AI Architecture

Discrete Manufacturing

Line controls, traceability, OEE platforms, and computer-vision inspection for automotive, electronics, and consumer goods manufacturers.

Process Manufacturing

Batch and continuous process control, recipe management, and APC for chemicals, polymers, and specialty materials operations.

Energy & Utilities

SCADA modernization, renewable integration, and forecasting for generation, transmission, and distribution operators.

Logistics & Supply Chain

Warehouse control systems, AGV/AMR integration, and demand forecasting for distribution centers and 3PL operators.

Life Sciences

GxP-compliant automation, 21 CFR Part 11 considerations, and data-integrity architecture for pharma and biotech facilities.

Food & Beverage

SQF and FSMA-aware automation, batch traceability, and energy/yield optimization for processing and packaging plants.

Mining & Metals

Fleet management integration, predictive maintenance, and process optimization for surface and underground operations.

Water & Wastewater

Treatment-plant SCADA, regulatory reporting automation, and remote monitoring for municipal and industrial water systems.

Enterprise & SaaS

Production-grade AI architecture, MLOps, and platform engineering for enterprise software and data-product teams.

Regulatory Familiarity

Built for regulated environments.

Many of our clients operate under regulatory regimes where documentation, validation, and traceability matter as much as the technology itself. We bring that perspective to every engagement.

  • ISA-95, ISA-88, ISA-18.2 and IEC 61131 (industrial)
  • IEC 62443 / NIST 800-82 (OT cybersecurity)
  • 21 CFR Part 11, GAMP 5 (life sciences)
  • NERC CIP (electric utilities)
  • NIST AI Risk Management Framework (AI systems)

Don't see your industry?

We've worked across more verticals than we can list. Reach out and we'll tell you honestly whether we're a fit.

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