AI engineer services for systems that actually run in production.
Looking for AI engineer services that go beyond a demo? We design, build, and operate AI systems — AI agents, RAG, speech-to-text, and predictive machine learning — from process mapping to deployment in the channels you already use.
What is included
AI agents & conversational automation
Agents that reply, negotiate, draft proposals, and issue invoices on WhatsApp or other channels — within the business rules you set.
RAG & knowledge assistants
Assistants that answer from your own documents — SOPs, contracts, catalogues — and cite their source so answers can be checked.
Speech-to-text & documents
Meeting or call recordings become transcripts and structured minutes, without retyping.
Predictive machine learning
Models trained on your historical data to predict, classify, or score.
What we have shipped
A unified WhatsApp inbox with AI replies from a knowledge base, CRM pipeline, and billing.
A RAG assistant that answers from reference texts, with cited sources.
An AI agent that negotiates trade-in prices with customers.
AI-generated reports for inventory and rental transactions.
Frequently asked questions.
Process mapping, design, build, testing, and deployment of an AI system (AI agent, RAG, speech-to-text, or a predictive model) into your production systems — not just a one-off consultation or demo.
It runs in production. Examples: Maktabah AI in the Hikam Shughro app (a RAG assistant answering from reference texts), speech-to-text meeting minutes, and an AI sales-negotiation agent in KiosPro. We also open-sourced business-leads-ai-automation on GitHub.
Cost is set once the use case and scope are agreed — see the "AI Pilot" engagement model on the services page. We map one use case, prototype it with your data, then evaluate before deciding whether to move to production.
For document-based needs we use RAG: answers are drawn from your documents and cite their source. Before launch, the system is tested against an agreed question set, with rules for when it should hand off to a human.
AI engineer services for systems that actually run in production.
Looking for AI engineer services that go beyond a demo? We design, build, and operate AI systems — AI agents, RAG, speech-to-text, and predictive machine learning — from process mapping to deployment in the channels you already use.