AI-powered enterprise systems visualization

Production-Grade AI Systems That Replace Manual Work at Enterprise Scale

We design, build, and operate AI-powered automation, intelligent agents, and observability platforms for companies that need reliability, security, and measurable ROI.

Why Companies Choose Us

Enterprise AI that ships fast and runs reliably in production.

Ship in Weeks, Not Quarters

Production AI with full CI/CD and observability from day one. We deliver working systems fast, not slide decks and POCs that never go live.

Enterprise-Grade From the Start

AWS/Azure infrastructure-as-code, CKS-certified Kubernetes security, compliance-ready architectures. No shortcuts on reliability.

Measurable Business Impact

70-90% reduction in manual investigation time. 24/7 automated workflows that deliver ROI you can quantify and report to leadership.

Our Services

End-to-end AI engineering and cloud infrastructure for enterprises.

Enterprise AI Agents
01

Enterprise AI Agents & Assistants

  • Internal NOC/SRE assistants for root-cause analysis
  • Customer support agents (Arabic + English)
  • Sales engineering assistants

Technologies: AWS Bedrock, Claude Opus 4.7 (Anthropic), OpenAI GPT-5.5, Azure OpenAI, RAG pipelines, vector databases

Grafana Observability Dashboards
02

Custom Grafana Plugins & Observability

  • AI assistants embedded in Grafana dashboards
  • Custom datasources (Go + React/TypeScript)
  • Investigation playbooks for L1/L2 engineers

Result: Root-cause analysis reduced from hours to under 5 minutes.

Cloud Infrastructure and Kubernetes
03

Cloud Infrastructure & Kubernetes

  • AWS DevOps Engineer Professional certified
  • CKA + CKS certified Kubernetes engineering
  • EKS clusters across 8 AWS regions in production
  • GitOps (Flux/ArgoCD), Karpenter, Terraform/Terragrunt
Telegram Bot Automation
04

Intelligent Automation & Telegram Bots (OpenClaw)

  • AI-powered Telegram bots for business automation
  • Customer service bots with CRM integration
  • Sales operations bots (proposal drafting, opportunity routing)
  • Mostaql/freelance platform automation

Technologies: Python, Playwright, Claude API, Telegram Bot API

AI-Generated Visual Content
05

AI-Generated Video & Visual Content

  • Google Veo 3, Sora 2, Midjourney
  • Product launch and explainer videos
  • Localized content (Arabic + English)
Custom LLM Applications
06

Custom LLM Applications & Platforms

  • Private ChatGPT alternatives on Azure
  • Custom RAG systems and document Q&A platforms
  • Multi-tenant SaaS LLM products
  • ConvoSuite platform (AWS + Azure Marketplace)

Technology Stack

We work with the latest and most capable AI models and cloud platforms.

Anthropic

Claude Opus 4.7, Claude Sonnet 4.6, Claude Haiku 4.5 - the most capable AI models for complex reasoning, agentic coding, and enterprise workloads. 1M token context.

OpenAI

GPT-5.5, GPT-5.4, GPT-5.4-mini, GPT Image 2, GPT Realtime 1.5 - the latest frontier AI with 1M context, reasoning, computer use, and multimodal capabilities.

Google

Gemini 2.5 Pro, Veo 3 - multimodal understanding, video generation, and long-context processing.

AWS

Bedrock, EKS, Lambda, Aurora pgvector - production cloud infrastructure at scale across multiple regions.

Infrastructure

Kubernetes (CKA/CKS), Terraform, GitOps (Flux/ArgoCD), Karpenter - battle-tested DevOps tooling.

Languages

Go, Python, TypeScript, React - full-stack engineering for backend services, APIs, and modern frontends.

Certifications & Credentials

Verified expertise across cloud, security, and infrastructure engineering.

AWS DevOps Engineer Professional
AWS DevOps Engineer Professional
AWS Solutions Architect Associate
AWS Solutions Architect Associate
CKA
Certified Kubernetes Administrator (CKA)
CKS
Certified Kubernetes Security Specialist (CKS)
CEH
Certified Ethical Hacker (CEH)
CCNA
CCNA, MCSE, Red Hat, ITIL

Industries We Serve

Delivering production AI systems across critical business sectors.

Telecommunications & Voice Platforms
SaaS & Technology Companies
E-commerce & Retail
Financial Services & Fintech
Enterprise IT & DevOps Teams

How We Work

A proven engagement model that delivers results predictably.

1
Discovery Call

30-minute call to understand your challenge, current stack, and success criteria. No sales pitch.

2
Architecture Proposal

Within 48 hours you receive an architecture diagram, technology recommendations, and a clear budget estimate.

3
Build & Iterate

Weekly demos, production deployments with CI/CD, and full observability from sprint one. No waterfall.

4
Operate & Scale

We hand off with full documentation or continue operating the system. SLA-backed support available.

8+

AWS Regions in Production

70-90%

Reduction in Manual Investigation

24/7

Automated Workflows Running

<5 min

Root-Cause Analysis Time

Have a Project in Mind?

Send us a brief description of your challenge. You will receive a free architecture diagram, technology recommendations, and a clear budget estimate within 48 hours.