AI & Automation
We engineer customized LLM agents, automated document scrapers, business logic processors, and pipeline automations to reduce operational latency.
Core Competencies
Custom intelligence agents designed to connect and automate business flows.
Generative Agent Nodes (RAG)
Deploy custom LLM instances (GPT-4o, Claude 3.5, or Gemini Pro) connected to secure data structures using Retrieval-Augmented Generation (RAG). Solves client service requests, processes data lookups, and files records autonomously.
Pipeline Automation
Build API pipelines and background scripts using FastAPI and Celery. Instantly map web triggers to automate document ingestion, sorting, and database sync structures.
Document AI Parsing
Deploy optical character engines (OCR) to read PDFs, invoices, and legal contracts. Extract data structures automatically and map them directly into relational database tables.
Web Scraping Architectures
Set up parallel browser cluster structures (Playwright or Puppeteer) operating on rotating proxies. Scrapes structural market data, prices, and catalogs automatically and validates details.
Intelligent ERP Sync
Connect business workflows directly to ERP structures (SAP, Salesforce, or Odoo) to process real-time financial tracking, inventory levels, and client records automatically.
Autonomous Code Checkers
Deploy custom static code analyzers and security linting nodes directly inside code review steps to check safety parameters and test formatting models.
Ecosystem Integration
We combine state-of-the-art AI frameworks to compile smart platforms.
Use Case Showcase
Real-world systems engineered to drive efficiency and optimize data pipelines.
Automated Invoice Audits for Logistics Corporation
X3von engineered a multi-threaded processing engine utilizing OCR pipelines and custom RAG parsing clusters to audit commercial freight bills. The system handles 100,000+ monthly documents, checking billing line-items against contract databases to identify deviations automatically.
98.4%
Billing Error Reduction18 Sec
Average Audit Latency99.98%
Verification accuracy maintained across complex custom shipping tariffs and border declaration formats.
How to Integrate Generative LLM Agents into Enterprise Workflows
Transitioning from isolated LLM chat interfaces to production-grade enterprise agent pipelines requires deterministic execution, secure context boundaries, and robust auditability. X3von implements multi-agent orchestrations using LangGraph and AutoGen paired with vector database indexes (Pinecone/Weaviate) for Retrieval-Augmented Generation (RAG).
Enterprise Security Guardrails
Strict PII masking, token-level access controls, and private VPC deployment models to prevent data leakage.
Human-in-the-Loop Validation
Configurable confidence score thresholds that route edge cases to human operators for verification before state commitment.
Deterministic Tool Calling
Strict JSON Schema function parameters mapping directly to REST/gRPC endpoints inside existing ERP/CRM stacks.
Revolutionizing B2B Invoicing via Automated WhatsApp Bots
B2B payment collections often suffer from email latency and manual ledger reconciliation. Our proprietary solution, BizSync, leverages automated Meta WhatsApp Business API bots to trigger instant PDF invoice dispatches, interactive payment links (Stripe/Razorpay), and real-time ledger updates upon payment completion.
4x Faster
Invoice Collection Speed0% Manual
Reconciliation Overhead256-bit TLS
Encrypted Messaging GatewayDelivery Pipeline
A systematic engineering workflow designed to accelerate deployment timelines.
Context Setup
Select the appropriate model and define context schemas and custom system prompt rules.
Vector & Tool Integration
Configure RAG vector databases and connect AI agents to system execution tools.
Agent Scaling
Test prompt execution performance, expose secure API gateways, and launch agents.