Planned Claude API use

Turn unstructured requests into reviewable workflows.

RoutePilot Lab plans to evaluate Claude API as a reasoning and language layer for narrow commercial-vehicle use cases, with source context and human approval built into the workflow.

INTAKE

Requirement Structuring

Extract vehicle use, payload, body, equipment, and budget constraints from customer conversations into a consistent brief.

REVIEW

Quote Preparation

Help staff compare available options, identify missing information, and draft a quote summary for qualified human review.

OPERATIONS

Knowledge & Communication

Retrieve relevant internal guidance and prepare context-aware drafts for marketing or follow-up without autonomous publishing.

Evaluation priorities

The project will evaluate usefulness with practical criteria, not model novelty alone.

  • Accuracy against supplied specifications
  • Clear uncertainty and missing-data prompts
  • Consistent structured outputs for downstream work
  • Latency and API cost suitable for a small business workflow
  • Human review before customer-facing decisions