Canonical capability reference

BearingBrain capabilities

BearingBrain is an engineering-assistant platform for bearing decisions, reliability context, and sourcing workflows.

Core engineering and sourcing

  • AI-assisted bearing search, cross-reference, and fitment guidance
  • Deterministic calculation and spec-selection workflows
  • Tolerance-ring support (direct intent + context-gated recommendations)
  • Quote cart, sourcing requests, order-tracking, and checkout-link flows
  • Failure diagnosis workflow and engineering packet export
  • MCP endpoint and external API discovery surfaces

Reliability stack lanes

  • Seals workflows (material guidance + application matching)
  • Lubrication workflows (selection context + compatibility guardrails)
  • Maintenance workflows (failure context + action pathways + handoff)
  • ISO 15243-style failure-atlas knowledge lane

Canonical and machine-readable sources