10 specialist agents
The 10 Hotel Swarm agents
Each agent is a single, narrow specialist. Together they do the work a traveller would otherwise spread across 20 browser tabs.
Hotel Swarm uses 10 specialist agents — intent, room, amenities, review, location, transfer, price, carbon, lifestyle, and bundle. Each is dispatched in parallel by an orchestrator. Results merge into a single ranked recommendation with structured evidence.
The roster
INTENT
Intent agent
Parses the user brief into constraints, preferences, priorities, traveller types, and optional extras.
ROOM
Room agent
Compares room categories, occupancy fit, bed types, refund rules, and upgrade value.
AMENITIES
Amenities agent
Validates spa, pool, gym, Wi-Fi, parking, breakfast, meeting rooms, and accessibility needs.
REVIEW
Review agent
Extracts evidence from reviews that directly matches the traveller's needs, such as quiet rooms or strong Wi-Fi.
LOCATION
Location agent
Scores meeting venue distance, airport proximity, neighbourhood fit, transport options, and local context.
TRANSFER
Transfer agent
Checks airport taxi or shuttle relevance and confidence, based on available transfer options and trip timing.
PRICE
Price agent
Compares total price, fees, taxes, deal quality, cancellation flexibility, and cheaper equivalent alternatives.
CARBON
Carbon agent
Ranks greener choices and connects to IMPT's climate-positive claims and verification rails.
LIFESTYLE
Lifestyle agent
Suggests spa, restaurant, romance, family, or leisure add-ons relevant to the stay.
BUNDLE
Bundle agent
Packages the winning hotel option with extras and presents bookable bundles in the UI.
Try the live booking flow
The current IMPT booking flow already runs many of these checks. Try a search.
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