Applied AI Systems
We build grounded AI systems for industrial, commercial, and operational workflows - designed to fit real data, review, and deployment constraints.
Selected Work
Representative systems across maintenance, forecasting, commercial workflows, records, and private deployment.
Cuts work-order drafting from about 20 minutes to under 2 minutes with human approval, improving maintenance capture and reuse across plants.
View ProjectTurns inbound emails and attachments into BOQ-ready work, draft quotation support, team visibility, and trackable follow-up across sales, presales, and procurement.
View ProjectTransforms engineering records, spreadsheets, and operational documents into source-linked answers and structured outputs that downstream teams can actually use.
View ProjectForecasts operational and compliance-related parameters early enough for teams to investigate drift, plan action, and respond before thresholds are breached.
View ProjectBuilds private inference systems for ML and LLM workloads with low-latency serving, observability, profiling, and deployment paths for controlled environments.
View ProjectShare the operational process, data sources, and deployment constraints. We will tell you where grounded AI fits and where it does not.
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