What We Build

Agentic AI Engineering
Services

We specialize in four core disciplines of AI engineering. Every service is production-ready, built with modern tooling, and designed to replace manual work with autonomous systems.

01
AI Agent Development

Build AI Agents That
Think, Plan, and Act

We design and deploy production-grade multi-agent systems using LangGraph, LangChain, CrewAI, and AutoGen. Our agents don't just answer questions — they reason through problems, make decisions, use tools, and execute multi-step tasks autonomously.

From customer support agents that resolve tickets end-to-end, to research agents that browse the web and write reports — we build whatever your workflow demands.

Common Use Cases

Customer support agents that resolve tickets autonomously
Research agents that browse, read, and summarize content
Lead qualification agents for sales pipelines
Document processing agents for legal and finance
Internal knowledge agents for employee Q&A

Tech Stack

LangGraphLangChainCrewAIAutoGenPythonFastAPIOpenAIAnthropic
User RequestPlanner AgentTool AgentMemoryOutput

Live Agent Workflow

DocumentsChunking & EmbeddingVector StoreQueryLLM Answer

RAG Pipeline Architecture

02
RAG Systems & Knowledge Bases

Give Your Organization
a Brain That Knows Everything

We build retrieval-augmented generation systems that connect your AI to your actual data — PDFs, databases, internal wikis, product documentation, and more. Ask any question, get accurate answers with source citations.

Our RAG pipelines use semantic search, hybrid retrieval, and re-ranking to ensure the AI finds the right information every time — not just the most popular result.

Common Use Cases

PDF chatbots for legal, finance, and compliance documents
Internal knowledge bases for employee onboarding
Product documentation assistants for customer support
Research assistants that search across thousands of papers
Contract analysis and clause extraction systems

Tech Stack

LangChainLlamaIndexPineconeChromaWeaviateOpenAI EmbeddingsFastAPINext.js
03
Workflow Automation

Automate Every Repetitive
Process in Your Business

We map your manual workflows and replace them with intelligent automation pipelines. Using n8n and custom agentic systems, we connect your tools, automate decisions, and build workflows that run 24/7 — without human intervention.

From lead routing and invoice processing to multi-step approval chains and data synchronization — if a human does it repeatedly, we automate it.

Common Use Cases

Lead capture, scoring, and CRM auto-population
Invoice processing and accounts payable automation
Customer onboarding workflow automation
Multi-channel notification and alert routing
Data sync between SaaS tools (CRM, ERP, Support)

Tech Stack

n8nPythonREST APIsWebhooksPostgreSQLRedisLangChainOpenAI
TriggerFilterAI DecisionNotify TeamUpdate CRM

n8n Agentic Workflow

SOC Agent — Live
INFO[08:42:11]Login event classified: NORMAL — 0.2ms
ALERT[08:42:15]Brute force detected: 192.168.1.45 — ESCALATED
WARN[08:42:18]Unusual port scan: flagged for review
INFO[08:42:22]47 events processed — 0 threats|
99,847 events today|3 threats escalated|24/7 active

AI SOC Agent — Live Monitor

04
Security AI Solutions

AI-Powered Security That
Never Sleeps, Never Misses

We build intelligent security systems for enterprise SOC teams — AI agents that ingest security logs, classify threats, correlate events across systems, and trigger automated responses. Your team focuses on real threats, not alert noise.

From log analyzers that process 100,000+ daily events to multi-agent incident response systems — we bring AI to your security operations.

Common Use Cases

Security log ingestion and AI-powered threat classification
Multi-agent SOC assistants for tier-1 alert triage
Automated incident response and escalation
Anomaly detection in user behavior and network traffic
Compliance reporting automation (SOC2, ISO27001)

Tech Stack

LangGraphPythonWazuhElasticSIEMGPT-4oFastAPIPostgreSQL
Why Mehwar AI

What Makes Our Engineering Different

We don't just integrate APIs — we architect production systems built for scale, reliability, and autonomy.

CapabilityTypical VendorMehwar AI
Agent ArchitectureSimple chatbot wrappers Full LangGraph state machines
RAG QualityBasic keyword search Semantic + hybrid retrieval with re-ranking
Production ReadinessDemo-only prototypes Deployed, monitored, scalable systems
Workflow DepthSingle-tool automation Multi-system agentic pipelines
Security AIOff-the-shelf SIEM rules Custom AI agents for threat classification
Delivery Speed3-6 months 2-6 weeks
Start a Project

Not Sure Which Service
You Need?

Tell us what you're trying to automate or build. We'll analyze your workflow and recommend the right AI architecture — free, no commitment.

✓ Free architecture review · ✓ Response in 24 hours · ✓ No commitment