AI Revenue Recovery War Room

Core Logic

Serves as the central nervous system coordinating all agent activities. Manages task routing, agent delegation, workflow orchestration, error recovery, and dynamic re-planning. Uses goal decomposition to break complex recovery objectives into actionable agent tasks. Operates in fully-autonomous mode with Claude 3 Opus for maximum reasoning capability.

Core Logic

Aggregates and normalizes data from property management systems, central reservation systems, channel managers, OTA APIs, STR data feeds, and external market sources. Provides unified data layer for downstream agents with real-time synchronization and data quality scoring.

Core Logic

Performs real-time competitive intelligence analysis including competitor rate monitoring, market share assessment, demand trend identification, and positioning recommendations. Tracks competitor pricing changes, availability patterns, and promotional activity to inform recovery strategies.

Core Logic

Leverages ML-based demand forecasting using historical booking patterns, market signals, event calendars, and external factors like weather and economic indicators. Provides probabilistic demand predictions with confidence intervals across multiple time horizons to guide recovery actions.

Core Logic

Calculates optimal dynamic pricing using demand elasticity models, competitive benchmarking, and revenue management algorithms. Recommends rate adjustments across room types and channels with expected revenue impact projections. Supports promotional pricing strategies for recovery campaigns.

Core Logic

Designs holistic recovery strategies incorporating market positioning, pricing tactics, channel optimization, promotional campaigns, and operational adjustments. Generates multiple scenario options with trade-off analysis and ROI projections for executive decision-making.

Core Logic

Executes recovery campaigns across email, social media, OTAs, GDS, direct website, and partner channels. Manages campaign scheduling, creative deployment, budget allocation, and channel-specific optimizations. Tracks campaign performance in real-time for rapid adjustments.

Core Logic

Provides real-time monitoring of key performance indicators including booking pace, revenue realization, channel performance, campaign ROI, and competitive position. Generates automated alerts when metrics deviate from recovery targets and produces stakeholder reporting.

Core Logic

Monitors social media mentions, review platforms, and guest feedback channels for sentiment analysis. Identifies reputation risks, tracks brand perception during crisis, and provides recommendations for reputation management during recovery efforts.

Core Logic

Continuously monitors for revenue leakage including rate parity violations, unauthorized discounting, channel commission inefficiencies, and operational revenue loss. Provides automated alerts and remediation recommendations to protect revenue during recovery.

Core Logic

Monitors guest satisfaction signals, predicts NPS outcomes, and recommends experience enhancements during recovery. Identifies at-risk guest interactions and provides proactive service recovery recommendations to protect long-term guest relationships.

Core Logic

Evaluates sustainability implications of recovery strategies, tracks carbon footprint impact, and recommends green alternatives. Provides ESG compliance monitoring and sustainability-focused messaging for environmentally conscious market segments.

Core Logic

Provides autonomous early warning detection using predictive models to identify emerging revenue threats before they materialize. Triggers automated preventive actions based on configurable thresholds and escalates critical situations to human operators with recommended response protocols.