AI agent, RAG, and workflow automation services.

AI Agent Development

We design and build AI agents around one clearly defined job. Each agent gets the tools it needs through APIs, validation steps that check its output, fallback logic for when a step fails, and a human handoff for anything it should not decide alone.

• Repetitive multi-step tasks completed without a person driving each step
• Fewer errors, because output is validated before it reaches your systems
• Clear visibility into what the agent did and why

What is included

• Agent scoping around one measurable job
• Tool and API integration (CRM, email, forms, databases, webhooks)
• Validation steps that check agent output before it is used
• Fallback and retry logic for failed steps
• Human handoff rules and a documented workflow

RAG Knowledge Assistants

We build retrieval-augmented generation (RAG) systems on your documentation, policies, and product knowledge. The assistant retrieves the relevant passages first and answers from them, which keeps responses grounded in what your business has written down.

• Answers that reflect your documentation, not general internet knowledge
• Less time spent by staff searching for the same information
• Support replies that stay consistent across the team

What is included

• Document ingestion and cleaning pipeline
• Chunking and embedding strategy matched to your content
• Vector search with a managed vector database
• Answer generation restricted to retrieved sources
• Evaluation against real questions before launch

AI Workflow Automation

We map your manual operations and turn repetitive tasks into dependable AI-assisted workflows that save hours every week and reduce response delays.

• Reduce repetitive admin work
• Shorten response times
• Improve handoff consistency

What is included

• Workflow discovery and process mapping
• Tool-to-tool automation architecture
• AI summarization and routing steps
• Notifications and approval checkpoints
• Launch documentation for your team

n8n Automation Services

We build production n8n workflows, not demo flows. Each one is scoped around a single job, connected to your tools through native nodes or direct API calls, protected with validation and error branches, and documented so your own team can change it later. We work on n8n Cloud or on a self-hosted instance you own.

• Repetitive multi-step work runs without someone triggering each step
• Long workflows cost one execution, not one task per step
• Your data stays on your own server if you self-host

What is included

• n8n workflow design and build around one clearly defined job
• AI steps with the OpenAI API: classify, extract, summarize, decide
• Webhooks, HTTP requests, and custom code nodes where no native node exists
• Error workflows, retries, and validation before data is written anywhere
• Self-hosted n8n setup on your own server, or n8n Cloud

WhatsApp AI Chatbot & Automation

We build WhatsApp chatbots on the official WhatsApp Business Platform (the Cloud API from Meta). The bot answers from your own content, collects the details your team needs, writes them to your CRM, and passes the conversation to a person when it should. Everything runs through an automation layer such as n8n or a Python service that you own.

• Customers get an answer on WhatsApp in seconds, including after hours
• Your team receives qualified leads instead of raw messages
• No conversation is lost between WhatsApp and your CRM

What is included

• Built on the official WhatsApp Business Platform (Cloud API)
• Answers grounded in your own FAQs and documents
• Lead capture and qualification written to your CRM or sheet
• Human handoff with the full conversation attached
• Arabic and English conversations in the same bot

Arabic AI Chatbot Development

We build AI chatbots for businesses whose customers write in Arabic, English, or a mix of both. The bot answers from your own documents in the customer's language, collects lead details, and hands off to your team. We run the project in English; the bot's Arabic answers are tested against real questions and reviewed by an Arabic speaker on your side before launch.

• Customers are answered in the language they wrote in
• One knowledge base serves both languages
• Fewer repeated questions reach your staff

What is included

• Replies in Arabic or English, matching the customer's language
• Answers grounded in your own content with retrieval (RAG)
• Right-to-left text handled correctly in the chat interface
• Website widget, WhatsApp, or both
• Human handoff and lead capture

AI-Driven CRM Automation

We connect your CRM with forms, website leads, chatbots, email, spreadsheets, and sales tasks so your team can track every opportunity, follow up faster, and stop losing context between tools.

• Reduce manual CRM updates
• Improve lead response consistency
• Create cleaner pipeline visibility

What is included

• CRM workflow audit and field mapping
• Lead capture, cleanup, tagging, and routing logic
• AI summaries for forms, chat, email, and sales conversations
• Follow-up reminders, task creation, and owner alerts
• Pipeline reporting and handoff documentation

AI Chatbots & Customer Support

We build branded AI chat systems trained on your offers, FAQs, pricing logic, and sales process so customers get fast answers without waiting for a team member.

• Capture more inbound leads outside business hours
• Reduce repetitive support questions
• Respond faster to high-intent buyers

What is included

• Website chat widget setup
• FAQ and knowledge-base training
• Lead capture and handoff rules
• Conversation testing and refinement
• Human escalation prompts

AI Automation Consulting

We help founders, operators, and SMB teams identify where AI automation can create the highest business value, what should stay manual, what should be automated first, and how to move from scattered ideas to a practical implementation roadmap.

• Know which automation project to start with
• Avoid wasting budget on low-impact tools
• Turn AI ideas into an actionable business roadmap

What is included

• Business process and automation opportunity audit
• AI readiness review across tools, data, and customer journeys
• Automation priority scoring based on time, revenue, and operational impact
• Workflow, chatbot, website, and lead system roadmap
• Implementation plan with human handoff and risk controls