AI Automation Engineered for Scale
Custom autonomous AI agents, enterprise LLM workflows, and intelligent business process automations.
Ruthless technical execution meets human-centered design.
Artificial intelligence is transforming business from passive manual task handling into proactive, automated intelligence. We design and deploy production-grade AI agents and autonomous workflows wired directly into your operational software stack.
From multi-turn customer service AI agents with human escalation to intelligent document processing (OCR/PDF extraction), retrieval-augmented generation (RAG) on private company data, and automated sales outreach, we turn AI from a novelty into measurable ROI.
CodeXox Delivery Guarantee
Enterprise engineering standard
What We Engineer in This Practice
Six specialized capability pillars designed to eliminate architectural debt and ensure seamless business operations.
Autonomous AI Agents with Tool Calling
Build intelligent agents capable of understanding user intent, querying your database, executing API actions, and resolving complex multi-step tasks.
- Function-calling agent architecture
- Safe sandbox API execution
- Human-in-the-loop escalation triggers
- Comprehensive agent memory & context
Retrieval-Augmented Generation (RAG)
Ground AI responses in your company's proprietary documents, manuals, and internal databases with zero hallucinations.
- Vector embedding pipeline
- Hybrid semantic & keyword search
- Citation source attribution
- Automated document chunking & re-indexing
Intelligent Document Processing (IDP)
Automate the extraction of structured data from invoices, contracts, receipts, identity cards, and unstructured PDFs directly into your ERP/CRM.
- High-accuracy OCR extraction pipeline
- Schema validation & anomaly flagging
- Automated PDF to JSON parsing
- Confidence score review threshold
Omnichannel Customer Support Bots
Deploy conversational AI assistants across WhatsApp, website chat, and email that answer queries, resolve tickets, and schedule appointments.
- WhatsApp & web chat integration
- Tone & brand voice guardrails
- Live agent transfer protocols
- Automated customer sentiment tracking
Enterprise Workflow Orchestration
Eliminate repetitive copy-pasting between systems with automated event-driven workflows connecting your CRM, ERP, Slack, and cloud storage.
- n8n / Make / Custom Python workers
- Two-way webhook automation
- Dead-letter retry alerting
- Automated audit logs for compliance
Private & Secure LLM Deployments
Deploy private open-source models (Llama 3, Mistral) on dedicated virtual private clouds (VPC) to guarantee complete compliance with regional data residency.
- Private VPC model hosting
- Zero data retention agreements
- Saudi PDPL & GDPR compliance audit
- Role-based AI prompt access control
Configure Your Scope & Timeline
Select your target implementation tier and optional components to generate an instant engineering schedule and recommended squad allocation.
Step 1: Choose Implementation Scope
Step 2: Tailor With Specialized Add-ons
7–10 Weeks
Includes architecture, iterative sprints, QA & launch.
1 AI Solutions Architect, 2 AI Engineers, 1 Full-Stack, 1 QA
Full IP ownership, direct Slack/Teams channel, weekly sprint demos.
How We Deliver: From Concept to Production
Our battle-tested, agile methodology ensures predictable milestone deliveries with zero surprises.
AI Opportunity Audit & Feasibility Spec
Analyzing operational bottlenecks, evaluating data availability, defining guardrails, and establishing ROI metrics.
- AI feasibility & architecture blueprint
- ROI projection model
- Data privacy & security protocol
Data Pipeline & Vector Knowledge Base
Cleaning and indexing company documentation, building vector embeddings, and validating retrieval accuracy.
- Vector database deployment
- Embedding chunking pipeline
- Retrieval accuracy benchmark report
Agent Engineering & System Integrations
Developing agent prompt pipelines, function tool calls, software API connectors, and guardrail validation tests.
- Working staging agent
- Tool execution verification
- Weekly prompt tuning iterations
Hallucination Testing, Security & Human-in-the-Loop
Stress testing against adversarial inputs, validating human escalation triggers, and ensuring zero data leakage.
- Red-teaming adversarial audit
- Escalation flow signoff
- Operator monitoring dashboard
Production Deployment & Continuous Model Tuning
Launching the agent, monitoring conversation telemetry, analyzing edge-case failures, and continuously improving responses.
- Production live deployment
- Real-time conversation telemetry
- Monthly fine-tuning & prompt updates
Production-Grade Technologies
We select modern, battle-tested technologies that balance developer velocity with long-term enterprise reliability.
State-of-the-art language intelligence
Proprietary semantic retrieval
Tool calling & background workflows
Guardrails & messaging endpoints
Engineered for High-Stakes Operations
Discover how our domain-specific architectures solve critical operational problems across diverse sectors.
Customer Support & Contact Centers
24/7 WhatsApp customer service resolving order tracking, returns, and FAQs autonomously.
Handled 74% of total customer inquiries without human agent involvement.
Legal & Professional Services
Automated contract review, clause risk scoring, and instant discovery across thousands of legal PDFs.
Cut contract review time from 6 hours down to 18 minutes.
Real Estate & Brokerages
AI WhatsApp qualification bot that asks buyer requirements, matches listings, and schedules property viewings.
Tripled qualified weekend viewing appointments within the first month.
Accounting & Finance
Automated supplier invoice data extraction (PDF to ERP) with automatic three-way purchase order matching.
Processed 8,000 monthly invoices with 99.4% extraction accuracy.
Projects in AI Automation
Explore production platforms we've deployed, tested, and scaled for clients worldwide.
Showing 2 of 9 production deployments
Clear Answers to Critical Questions
Everything you need to know about our engineering methodology, intellectual property, and ongoing support.
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Ready to build your ai automation platform?
Book an architectural scoping session with our senior engineers. We review your requirements and deliver a written technical specification and estimate within 48 hours.