Founder and managing member of Deploris. Writes about custom CRM, RAG systems, AI agents, and the hardware operations that keep businesses online.
Muhammad Daud is the founder and managing member of Deploris, where he leads engagements across custom CRM development, retrieval-augmented generation (RAG) systems, AI agents, and managed IT infrastructure for US and German clients. He writes field notes from real client work on this blog: what ships, what doesn’t, and the operational discipline that separates them.
Topics covered
- Custom CRM development
- Retrieval-Augmented Generation (RAG)
- AI agents and workflow automation
- IT infrastructure support
- Data center operations
- WiFi surveys and network design
- Bilingual delivery for US and German clients
Posts by Muhammad Daud
- The quarterly data-center hygiene checklist we run for clients
The concrete items on our quarterly data-center audit from cable hygiene to firmware discipline with why each one matters.
- A practical guide to WiFi surveys that actually predict real-world coverage
The three surveys you actually need, what changes when you skip them, and what to demand in a deliverable.
- AI agents in real operations what actually ships
A practitioner's view on where AI agents earn their keep, where they should stay out, and how to design guardrails that survive contact with production.
- What is RAG, and why it matters for business AI
A plain-English explanation of retrieval-augmented generation what it is, when it wins, and how to evaluate one.
- When a custom CRM finally beats the off-the-shelf option
A concrete framework for deciding when to migrate from HubSpot / Salesforce / Pipedrive to a system built around your process.