AI Auto-Call confirmation engine
Development of a universal microservice for automated voice-based booking confirmation and intent processing for logistics, transport, and supply chain systems
Application areas
The AutoConfirm Engine is designed to eliminate the high risk and operational costs associated with manual booking verifications across multiple high-stakes verticals. In Passenger Transport, it automatically confirms intent for cash-on-delivery trips to prevent "no-shows." Beyond core logistics, the engine is highly adaptable and for Healthcare & Medical applications, such as managing patient appointment reminders and pre-operative instruction verification to optimize clinic scheduling
Turn data into decisions. Automate what matters
Unlock the full value of your data and free teams from repetitive, low-impact tasks by implementing business-focused AI solutions
Pain points
- Bookings without prepayment create high risks for intercity shuttle buses and ferries
- High-volume manual calling distracts staff from core tasks and reduce service quality
- Late cancellations or missed slots lead to inefficient scheduling, and expensive infrastructure
Solutions
- Voice-Loop Automation: Seamlessly converts booking events into natural voice dialogues using STT, TTS, and LLM processing
- Real-Time Intent Processing: The system doesn't just "play a recording"; it understands customer answers, extracts parameters, and makes decisions
- SIP/WebRTC Integration: Connects directly to existing telephony infrastructure
AI Auto-Call Confirmation Engine
Product description
The product was engineered as a high-performance "Voice-to-Intent" engine designed to close the gap between rigid IVR systems and human-like conversational intelligence. Unlike generic voice bots, our implementation follows a specialized reference architecture that creates a real-time feedback loop: Speech-to-Text (STT) converts the client's voice, a Large Language Model (LLM) determines the intent, and Text-to-Speech (TTS) responds naturally.
The core logic focuses on the "Script-Call-Result" pipeline: generating personalized scenarios based on booking data, executing the call via a SIP Gateway, and outputting a unified JSON result. Built as a self-hosted microservice, the engine ensures that sensitive customer data and voice recordings remain within the company's private cloud or on-premise infrastructure, meeting the highest regulatory compliance standards.
Core product highlights
Values
A universal self-hosted microservice that transforms manual calling into structured, actionable data
- Eliminates the human factor and time-zone constraints in customer communication
- Reduction in missed slots and underloaded transport through proactive confirmation
- Automates up to 90% of routine verification calls, freeing up the operator team
- Operates within your secure perimeter (On-premise) without exposing customer phone data to third-party clouds