Platform Architecture

Explore the technical foundation of AvulAi. A secure, highly available infrastructure designed to process intent, route data, and execute tasks autonomously.

01. Unified Ingestion Layer

AvulAi sits seamlessly across your entire operational surface area. We provide enterprise-grade webhooks, robust REST APIs, and native connectors to instantly capture unstructured data the second it enters your ecosystem.

  • Native WhatsApp Business API integration
  • IMAP/SMTP Email Protocol support
  • High-throughput Webhook processing (up to 10k req/sec)
Ingestion Telemetry
POST /webhook/whatsapp200 OK
IMAP connection idleLISTENING
API Gateway TrafficNORMAL

02. Intent & NLP Engine

Once data is ingested, our proprietary NLP engine strips away the noise. It performs real-time entity extraction, sentiment analysis, and intent classification to determine exactly what a customer or system is asking for.

  • Sub-50ms intent classification
  • Multi-lingual support (English, Hindi, regional dialects)
  • Custom entity recognition for industry-specific terminology
NLP Processing Output
Entity: { "price_inquiry": true }EXTRACTED
Sentiment: UrgentCONF: 0.94
Intent: Schedule DemoROUTED

03. Execution & Routing Core

Understanding intent is only half the battle. The Execution Core takes the structured output and updates your CRM, dispatches alerts to Slack/Teams, and replies to the customer—all governed by strict business logic and "Human-in-the-Loop" escalation protocols.

  • Bidirectional CRM Syncing (Salesforce, HubSpot)
  • Conditional Logic Engine (If-This-Then-That)
  • Manual Approval Queues for high-risk actions
Execution Logs
UPDATE Salesforce.LeadSUCCESS
POST Slack #sales-urgentDELIVERED
AWAIT Human Approval (ID: 948)PENDING