AI Agents for Ops

Role-specific assistants: proposal helper, QA doc bot, triage assistant.

Faster answers

Standardized outputs

Captured know-how

Deliverables

Agent prompts and system instructions

Custom tools and function calls

Retrieval pipelines for documents

Guardrails and validation rules

Human-in-the-loop workflows

Integration with existing systems

Monitoring and feedback loops

Knowledge base management

Drafts technical sections, BOMs, and risk summaries from your documentation and customer requirements. Engineers review and finalize.

Answers questions about quality procedures, generates inspection checklists, and finds relevant standards from your QA library.

Routes incoming requests (customer inquiries, maintenance tickets, change orders) to the right team with context and urgency.

Reviews documents against regulatory requirements, flags gaps, and suggests corrections based on approved templates.

We index your documentation, standards, past projects, and approved templates into retrieval pipelines that agents can query.

Custom prompts, guardrails, and tools tailored to each role. Agents know what they can and cannot do, when to escalate, and how to format outputs.

Agents draft, suggest, and prepare work—but experts review and approve. Feedback loops improve agent performance over time.

Monitor usage, capture corrections, and update knowledge bases. Agents get smarter as your team refines them.

See example agents and discuss which roles we can augment with AI assistants.