Jad Mahmoudi
Co-founder · PhaseLink
Co-founder at PhaseLink. Engineering lead on chatbot, RAG, and workflow automation engagements. Editorial eye on docs and prompts.
Jad co-founded PhaseLink to ship AI that actually runs in production. He leads engineering on most of the chatbot, RAG, and process-automation engagements — the build side of the discovery / pilot / production arc.
His operating belief is that the work that determines whether an AI project succeeds is the work that happens before any code is written: the audit, the kill criteria, the integration map, the operator-facing documentation. Models are commodity; operational discipline is the moat.
Jad writes for the PhaseLink guides and blog on AI architecture, model selection, RAG infrastructure, and the unglamorous engineering work that separates pilots that ship from pilots that stall.
- RAG architecture
- Chatbot engineering
- LLM evals
- Workflow automation
- Production deployment
- →Production RAG architecture
- →Model evaluation & selection
- →Anthropic vs OpenAI tradeoffs
- →Self-hosted vs managed AI infrastructure
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