B2A Platform Overview
The PriveTag B2A (Business-to-AI Agent) Platform is designed to make AI assistants smarter about travel recommendations.What is B2A?
B2A = Business-to-AI AgentUnlike B2B (business-to-business) or B2C (business-to-consumer), B2A focuses on serving AI agents as the primary client.
Architecture
Core Components
1. B2A API
The entry point for AI agents to interact with PriveTag:/recommend- Context-aware activity recommendations/execute_booking- Real-time booking with voucher delivery/inventory- Availability and flash deals
2. Context Pipeline
Processes multiple data signals to understand user needs:User Profile
Travel type, interests, budget, nationality
Environment
Weather, time of day, location
History
Past bookings, preferences
3. Ground Truth Engine
What makes PriveTag unique: Ground Truth = Verified user behavior, not assumptions.4. Inventory Hub
Real-time connection to activity providers:- Direct venue partnerships
- External APIs (Klook, Viator, GetYourGuide, KKday)
- Flash deals and exclusive rates
Why B2A?
Problem: AI Hallucination
Traditional AI assistants often:- ❌ Recommend closed businesses
- ❌ Quote wrong prices
- ❌ Suggest unavailable activities
- ❌ Give outdated information
Solution: Ground Truth Data
PriveTag’s B2A API provides:- ✅ Verified, real-time data
- ✅ Actual availability
- ✅ Current pricing
- ✅ Recommendations based on real visits
Data Flow Example
Integration Options
REST API
Direct HTTP integration
MCP Server
Native Claude integration
LangChain
LangChain tool package
Key Metrics
Supported Regions
Currently serving Southeast Asia:Next Steps
Context Pipeline
Understand how context is processed
Ground Truth
Learn about verified behavior data