Agent Marketplace

First-line triage for incoming tickets — categorise, prioritise, and route or auto-resolve.

L2 workhorse: parallel diagnostic fan-out across CMDB, KEDB, and telemetry. Builds remediation plans.

Cross-ticket pattern detection: alert storms, repeat incidents on a CI, and parent-child linking.

KEDB lookup and resolution retrieval. Matches symptoms to known errors with confidence scoring.

Single + dual-approval gate orchestration for change requests and high-risk executions.

Multi-axis risk scoring for proposed changes. Deterministic default; LLM-enriched rationale optional.

Classifies RFP text into 27 data-center colocation intent categories using a small transformer model (~5.9M params).

Classifies RFP sentences by modality (must/should/may/prohibited) and category using a dual-head transformer (~5.8M params).

Extracts structured technical specifications from RFP text using an encoder-decoder transformer (~20.9M params).

Matches RFP specs to DC product catalogue using a dual-encoder siamese transformer (~13.3M params).

Orchestrates all 4 SLM agents (intent, obligation, spec, product) via A2A inter-agent calls to process RFP text end-to-end.