Applied AI
that earns its keep.

Ground-up internal AI applications

The biggest AI wins for industrial and energy operators are the internal applications nobody outside the company ever sees. The safety reporting tool. The spec-lookup portal. The ticket triage system. We build these from scratch, AI-native from the first line of code, wired to your data, and shipped fast.

• Custom internal apps designed around one operational workflow at a time
• AI-native from day one, built into the core of the application
• Grounded in your SOPs, spec sheets, and ticket history
• Deployed inside your existing auth, SSO, and infra
• First working version shipped in weeks

LLM copilots grounded in your data

A generic chatbot wrapper is a liability. It will confidently hallucinate pricing, policies, and specs. We build retrieval-augmented copilots grounded in your SOPs, spec sheets, and ticket history. Citations on every answer. Guardrails on everything else. Multi-vendor by design.

• Retrieval-augmented generation over your documents and tickets
• Citations on every answer, traceable back to the source document
• Role-based access so reps, ops, and execs see different slices
• Multi-vendor by design, matched to the job
• Deployed inside the tools your team already uses

Agentic workflows for operational tasks

Agents are finally good enough to run the boring, repetitive pieces of your operation. Ticket triage. Inventory checks. Vendor follow-ups. Quote drafting. We build agentic workflows grounded in your systems, with the guardrails and human-in-the-loop checkpoints that keep them from going sideways.

• Multi-step agents with tool use, memory, and planning
• Secure interfaces that expose your internal systems to agents
• Human approval checkpoints on high-stakes actions
• Observability on every agent decision and tool call
• Multi-vendor by design, matched to the job

Document and form extraction

Back offices still run on PDFs. POs, ACORDs, inspection reports, bills of lading, safety datasheets, medical forms. We turn that paper pipeline into structured data, with accuracy and audit trails that hold up when finance or the auditor asks.

• POs, invoices, and quotes, structured out to your ERP
• Field inspection reports and safety forms
• Bills of lading, customs docs, and trade paperwork
• Human-in-the-loop review for low-confidence extractions
• Audit logs and versioning for every document processed

Computer vision for quality and safety

From plant floors and yards to production lines and clinical settings, we ship camera-based inspection and monitoring that runs on commodity hardware and doesn't need a PhD to maintain. We pick the boring, reliable models over the shiny ones.

• Defect detection on production lines
• PPE and safety-compliance monitoring
• Yard, inventory, and asset counting
• Edge deployment on rugged cameras and embedded hardware
• Retraining pipelines your ops team can run themselves