Track record

Proven impact

NDA-compliant summaries of enterprise-scale work. Detailed references are available in a strategy conversation.

100+

Global field engineers onboarded

Scaled proprietary agentic service assistants from localized prototypes to daily global use.

100%

Enterprise MCP standardization

Governed pipelines connecting live hardware telemetry to LLMs on Azure.

Zero

Vendor lock-in

Custom LangGraph and n8n orchestration to protect IP and keep ROI accountable.

Featured engagement

Global Agentic Service Assistant Rollout

context

Leading semiconductor equipment manufacturer seeking to move from localized AI pilots to enterprise-wide field support.

challenge

Fragmented prototypes could not scale across regions, teams, or governance requirements without losing reliability.

intervention

Led end-to-end development of a proprietary AI Service Assistant, designing adoption patterns, reference workflows, and enablement for global engineering teams.

impact

Scaled proprietary agentic service assistants from localized prototypes to global daily use across 100+ field engineers.

Agentic RAG architecture whiteboard diagram with hierarchical retrieval system

Enterprise MCP Integration on Azure

Enterprise environment requiring secure connections between live hardware telemetry and LLM-powered support systems.

impactAchieved 100% enterprise MCP standardization with production-ready Azure deployment and governed tool interfaces.

Custom Agentic Orchestration

Organization needing autonomous workflows without surrendering IP or accepting proprietary vendor lock-in.

impactDelivered zero vendor lock-in architecture with autonomous tools that query live databases and execute multi-step workflows.

Industrial Data to LLM Pipelines

Manufacturing and field-service environment with heterogeneous operational and telemetry data sources.

impactConnected industrial telemetry and operational data to agentic workflows that drive measurable field-service ROI.

Ready to deploy?

Book a demo. We'll map a governed path from pilot to production.

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