Intelligent Multi-Component Travel Package Orchestration System
Six AI agents work in parallel to assemble optimized packages in under 15 minutes with improved efficiency and higher margins..
Problem Statement
The challenge addressed
Solution Architecture
AI orchestration approach
Package Assembly Dashboard - Overview of time saved, margins achieved, and active package creation workspace
AI Orchestration Network - Real-time visualization of six AI agents collaborating on package assembly with live negotiation tracking
Package Comparison Matrix - Side-by-side analysis of five optimized travel packages with detailed cost breakdowns and AI-powered client fit scores
Package Completion Summary - Executive summary showing individual agent contributions, time savings, profit margins, and AI impact comparison
AI Agents
Specialized autonomous agents working in coordination
Central Workflow Coordination & Agent Management Hub
Multi-agent workflows require precise coordination for sequential activation, dependency management, and result aggregation to prevent conflicts and incomplete packages.
Core Logic
Serves as central nervous system, initializing workflow state and activating agents with 500ms staggered timing. Maintains real-time state using reactive signals, tracking agent status, activity, and progress. Coordinates parallel execution, triggers optimization upon sourcing completion, and manages workflow phases (activating→assembling→optimizing→reviewing→booking→completed). Calculates success metrics including time saved, margin achieved, and combinations analyzed.
Multi-Supplier Hotel & Property Search with Automated Rate Negotiation
Searching dozens of supplier portals manually is time-consuming, error-prone, and misses best rates in lesser-known suppliers while leaving negotiation margin on the table.
Core Logic
Simultaneously queries 330+ suppliers in parallel, scanning 2.9M+ properties with 8,700+ API queries. Filters by destination, dates, rating, and requirements. Applies location scoring for proximity to attractions and transport. Conducts automated rate negotiations securing 5-15% discounts. Emits progress updates every 120ms with supplier connections, rate comparisons, and negotiation outcomes.
Multi-GDS Airline Search & Route Optimization Engine
Flight inventory distributed across multiple GDS and airline connections requires extensive manual searching, often resulting in suboptimal routing and missed upgrade opportunities.
Core Logic
Connects to Amadeus, Sabre, Travelport, and 400+ airline APIs for comprehensive route searches. Analyzes 127+ combinations evaluating duration, stops, connections, cabin class, baggage, and cancellation policies. Identifies business class upgrade opportunities at minimal premium. Processes NDC content for exclusive direct fares. Provides updates every 150ms with results organized by value optimization.
Global Transfer Network Coordination with Route Optimization
Coordinating transfers requires matching flight times with pickups, ensuring vehicle capacity, verifying driver ratings, and accounting for traffic—manual coordination causes conflicts and inefficiencies.
Core Logic
Coordinates with providers across 165+ countries. Calculates pickup times from flight schedules with buffers for customs, baggage, and traffic. Evaluates driver quality scores (prioritizing 4.9+/5.0 ratings). Applies traffic prediction for 18% time savings. Sources airport-hotel transfers, matching vehicle types to traveler count. Provides meet-and-greet and backup driver options. Updates every 130ms.
AI-Powered Dynamic Pricing & Profitability Maximization Engine
Optimal package pricing requires balancing profit margins, competitive positioning, client satisfaction, and volume targets—standardized markups miss opportunities or price out of bookings.
Core Logic
Applies AI pricing algorithms to component costs, constructing packages with different cost-margin-value trade-offs targeting 35-42% margins. Performs competitive analysis positioning 8-12% below competitors while maintaining quality. Generates AI reasoning with client-fit scores (0-100). Identifies high-conversion upsells (tours, lounge access, insurance) with 85% acceptance probability. Produces 5 ranked options with complete financial transparency.
Regulatory Compliance & Risk Assessment Automation
Packages must comply with regulations, contracts, and cancellation policies—manual checking is inconsistent and prone to oversights causing booking failures or financial losses.
Core Logic
Evaluates packages against 150+ validation rules covering regulatory, contractual, and operational requirements. Validates cancellation policy compatibility, payment term alignment, and credit limits. Calculates risk scores (0-100) based on connection times, refundability, seasonal volatility, and supplier reliability. Flags warnings (e.g., tight connections <1.5 hours) for review. Excludes failing packages from presentation.
Worker Overview
Technical specifications, architecture, and interface preview
System Overview
Technical documentation
Tech Stack
6 technologies
Architecture Diagram
System flow visualization