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Lumera Data & AI Studio — Build trusted data. Deploy useful AI.

Services

AI Agents & Intelligent Automation

Automate multi-step processes with supervised AI agents, business rules, and human control points.

Team working on the AI Agents & Intelligent Automation service

The business challenge

Useful automation must remain controllable. Lumera combines understanding, rules, tool calls, approval, and traceability in an explicit workflow.

What Lumera delivers

  • Multi-step workflows with allowlisted, verifiable actions.
  • Human approval points matched to the level of risk.
  • Integration with existing APIs, documents, tickets, and systems.

Core capabilities

  • Workflow automation and API calling
  • Email, document, and ticket processing
  • Routing, human approval, and controlled execution
  • Back-office integration and audit trail

Example use cases

  • Incoming request classification and routing
  • Document-heavy task automation
  • Response and action proposals for approval
  • Repetitive back-office workflows

Technologies we work with

  • Python
  • APIs
  • Workflow engines
  • LangGraph
  • Temporal
  • Docker

Delivery approach and architecture

  1. 01Incoming request
  2. 02Classification
  3. 03Context retrieval
  4. 04Tool selection
  5. 05Action proposal
  6. 06Human approval
  7. 07Audit log

Engineering practices

  • Allowlisted tools and bounded actions
  • Timeouts, resource limits, and action validation
  • Human oversight and override at every sensitive step

Security and production readiness

  • Scoped credentials, agent isolation, approval gates, and audit trail.
  • Least privilege, resource limits, and systematic validation of sensitive actions.