I turn messy business problems into AI systems people can actually use.
I’m Ahmed Magdy — Migz The Analyst. I design AI products, enterprise copilots, automation, healthcare technology and decision systems from strategy through deployment.
Migz System Canvas
Business problem → production system
Problem framing
Outcome first
Architecture
Right-sized
Evaluation
Evidence gates
Delivery
Production-minded
✓ Understand the workflow
✓ Ground the AI in trusted context
✓ Build for the actual user
✓ Test before claiming “done”
→ Ship. Measure. Improve.
Selected systems
Proof through working products.
Healthcare AI
MYVI Smart Pharmacy Co-Pilot
A pharmacy workflow co-pilot for practical OTC support, visitor follow-up and wellness engagement.
Enterprise RAG
Enterprise AI Call Center Copilot
A bilingual knowledge copilot that helps agents retrieve grounded policies, product facts and answers during live calls.
AI Education
MYVI × Sharm Derma AI Experience
An AI-enabled healthcare education experience designed for a specialist medical audience.
Pharmacy Training
MYVI DOSE Lens
A pharmacy training and decision-support concept for structured medication learning and safer counseling.
Consumer Product
Shiletna — شلّتنا
A social utility app for group orders, shared expenses, coordination and lightweight everyday collaboration.
Healthcare Workflow
MYVI AI Nutrition Clinic
An AI-assisted nutrition clinic workspace for structured assessment, care planning and follow-up.
Services
From “we should use AI” to a system that works.
Strategy and execution live in the same room. Each engagement is built around a real workflow, measurable outcome and maintainable delivery path.
01
AI Product & MVP Development
From business problem to working AI product.
Product strategy, UX, architecture, rapid prototyping, evaluation and production deployment for custom AI applications.
See delivery model02
Enterprise RAG & AI Copilots
Grounded answers from your own knowledge.
Retrieval-augmented generation systems for policies, products, operations, support and regulated knowledge with citations and governance.
See delivery model03
Automation & Agentic Workflows
Turn repetitive work into reliable systems.
Workflow automation, AI agents, orchestration, alerts, document intelligence and human-in-the-loop operating systems.
See delivery model04
Data, BI & Performance Systems
Make decisions from one trusted operating view.
Executive dashboards, KPI architecture, data models, forecasting and performance systems that connect operational reality to decisions.
See delivery model05
Healthcare & Pharmacy AI
Practical AI for regulated, human-centered workflows.
Healthcare education, pharmacy support, clinical workflow tools and evidence-aware decision support designed with safety and usability in mind.
See delivery model06
AI Strategy, Training & Enablement
Move teams from experimentation to repeatable capability.
Use-case discovery, adoption roadmaps, workshops, hands-on training and operating playbooks for practical AI at work.
See delivery modelNot sure what you need?
Start with the business friction.
Choose the problem you recognize. The technology comes second.
Recommended starting point
Enterprise RAG & AI Copilot
Centralize policies, product knowledge and operating guidance with grounded answers, citations and role-aware retrieval.
Explore serviceBusiness impact
Systems should move real numbers.
Selected outcomes from operations, analytics and performance work.
0%
Revenue growth
Pharma operations scaled 50M → 100M SAR
0M EGP
Annual value created
Direct contribution to banking profitability
0%
Sales uplift
Performance analytics & behavioral optimization
0%
Cost reduction
Process redesign and workflow efficiency
Delivery system
Fast is useful. Verified is better.
A product-minded execution loop designed to reduce hand-waving and make progress observable.
01
Understand
Start from the business bottleneck, user and decision — not the model.
02
Architect
Choose the smallest reliable architecture that can scale without unnecessary complexity.
03
Build
Ship a working product with real workflows, real constraints and production-minded UX.
04
Prove
Test retrieval, logic, edge cases, responsiveness, security assumptions and user journeys.
05
Deploy
Move through a controlled release path with observability and rollback thinking.
06
Improve
Turn feedback and operational evidence into the next measurable iteration.
Migz AI Learning Community
Practical AI, shared by field — not by hype.
A growing learning community around resources, sessions, prompts, templates, challenges and opportunities for people applying AI to real work.
Speaking & enablement
I teach AI the same way I build it: through real workflows.
Conference sessions, corporate workshops and field-specific training for healthcare, pharmacy, operations, data and AI teams.
Ideas worth building on
Latest thinking
What makes an enterprise RAG copilot trustworthy?
Grounding, retrieval quality, citations, conflict handling, evaluation and workflow design matter more than a flashy chat box.
Automation vs AI agents: where should a business start?
Start from the operational bottleneck, then choose the smallest reliable system that removes friction and remains auditable.
Healthcare AI should improve the workflow, not pretend to replace judgment.
The strongest healthcare systems organize evidence, surface context and reduce cognitive load while keeping professional responsibility explicit.
AI services FAQ
Clear answers before we build.
If your question is more specific, send the workflow and constraints — not a polished brief.
What AI services does Migz The Analyst provide?+
Custom AI product development, enterprise RAG copilots, workflow automation, AI agents, data and BI systems, healthcare and pharmacy AI, AI strategy, and practical corporate training.
Can you build a custom AI copilot using our company knowledge?+
Yes. The delivery approach can include knowledge ingestion, hybrid retrieval, citations, permissions, evaluation, feedback loops and deployment around your operational workflow.
Do you work with healthcare and pharmacy organizations?+
Yes. Healthcare and pharmacy are core domains, with work spanning pharmacy workflows, medical education, nutrition workflows, training systems and evidence-aware decision support.
Can you start with a low-cost MVP?+
Yes. Projects can be scoped as focused MVPs that prove the workflow and business value before committing to a larger production architecture.
Where do you work?+
Based in Cairo, Egypt, with remote delivery for teams across Egypt, MENA and international markets.
Build with Migz
Bring me the messy problem. We’ll turn it into a system.
AI product, copilot, automation, healthcare workflow, data platform or team enablement — start with the outcome you need.