Individual

AI Project Direction

Skip the six-month detour. Get the technical direction right before you build.

1,200 AED/ session
Duration:60 to 90 minutesFormat:In person or onlineLanguages:Arabic or English

Who this is for

You have an idea for an AI product, a startup, a feature, or an internal tool - but you do not know how to build it. Maybe you are a non-technical founder who needs to understand what is actually possible. Maybe you are a developer who knows how to code but has never built an AI system before. Maybe you are a product manager trying to scope an AI initiative. You need someone to look at your idea seriously and tell you what it takes to build it.

What we cover

  • Evaluating the technical feasibility of your idea honestly
  • Recommending the right architecture given your use case: when a RAG pipeline over an existing model is sufficient, when fine-tuning (LoRA, QLoRA, or full instruction tuning) is actually warranted, and when a multi-agent orchestration layer like LangGraph adds value versus adding complexity
  • Identifying what to build first versus what to defer
  • Choosing between API-first, open-weight deployment, or hybrid: covering the trade-offs of OpenAI and Anthropic APIs versus hosting Llama or Mistral variants, including cost per token at scale and data-residency considerations relevant to GCC clients
  • Understanding data requirements, compute requirements, and realistic timelines
  • Common failure points specific to LLM products: prompt injection exposure in multi-user systems, context window mismanagement, retrieval quality as the silent killer of RAG products, and latency surprises when chaining model calls
  • How to brief a development team or freelancer if you are not building it yourself
  • MVP scoping - what is the smallest version of your product that proves the concept

What you walk away with

A clear technical direction for your project, an MVP scope, a recommended stack, and a realistic assessment of effort and cost. Full meeting notes delivered within 24 hours.

Frequently asked questions

Yes. Arabic NLP, Arabic LLMs, and Arabic-language AI systems are a core part of my expertise. Very few consultants can advise on this at depth.

AI Project Direction

Skip the six-month detour. Get the technical direction right before you build.

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