agentinfrastructureco.com

Rank source-aware destination candidates for an AI travel planner with hard-constraint filtering, live_places evidence where available, and provider handoffs for booking/rate/fare validation gaps.

Parse messy travel intent into normalized constraints, conflicts, effective inputs, and beta warnings without ranking destinations.

Generate provider-ready flight, hotel, and place handoffs from travel intent so agents can run live provider validation without treating AICO as live inventory, rates, or fares.

Search only in-scope destination candidates, including research_handoff scaffolds for arbitrary strict destinations when curated_baseline coverage is missing, or return structured no_match/unsupported_coverage for empty/non-actionable requests without full ranking payload bloat.

Validate a proposed travel plan against interpreted constraints, stale candidate/date/theme mismatches, unsupported live claims, and provider-validation requirements without ranking destinations.

Search live place evidence for the selected or top in-scope destination candidate and return category coverage without ranked destinations or booking/rate/fare claims.

Search comparable used-goods listings as an independent comps primitive before deal validation.

Validate a used-goods deal against provider/snapshot comps and return price_vs_market including buyer_total_price_usd when shipping_usd is supplied, scam-risk signals, seller handoff guidance, and branchable truth boundaries: availability_guaranteed: false, seller_identity_verified_by_aico: false, aico_checkout_supported: false, and aico_escrow_supported: false until AICO has those marketplace rails.

Generate an exact seller-contact handoff for a found used-goods listing: message_template, verification questions, negotiation_stance, pickup/shipping checklist, red_flags, next_action, and explicit false marketplace trust/checkout rails.

Search skill libraries for agent procedures when an agent asks for the best way to do something or find something out.

Submit structured agent feedback after a REST/MCP call so Agent Infrastructure Co can map blockers, alternatives, and missing handoffs to roadmap buckets.