AI services
I work across product, AI, data and operations so the output is not just a recommendation — it can become a tested system your team can actually run.
From business problem to working AI product.
Product strategy, UX, architecture, rapid prototyping, evaluation and production deployment for custom AI applications.
Best fit: Teams validating a new AI product or replacing a manual workflow with software.
Explore this serviceDeliverable
Product architecture
Deliverable
Production-ready MVP
Deliverable
Evaluation & QA
Deliverable
Deployment roadmap
Grounded answers from your own knowledge.
Retrieval-augmented generation systems for policies, products, operations, support and regulated knowledge with citations and governance.
Best fit: Customer service, operations, healthcare, retail and internal knowledge teams.
Explore this serviceDeliverable
Hybrid retrieval
Deliverable
Claim-level citations
Deliverable
Bilingual UX
Deliverable
Knowledge governance
Turn repetitive work into reliable systems.
Workflow automation, AI agents, orchestration, alerts, document intelligence and human-in-the-loop operating systems.
Best fit: Operations teams with repetitive, high-volume or multi-system work.
Explore this serviceDeliverable
Process automation
Deliverable
Agent orchestration
Deliverable
Human approval gates
Deliverable
Operational monitoring
Make decisions from one trusted operating view.
Executive dashboards, KPI architecture, data models, forecasting and performance systems that connect operational reality to decisions.
Best fit: Leaders who need consistent visibility across sales, service, finance or operations.
Explore this serviceDeliverable
KPI architecture
Deliverable
Executive dashboards
Deliverable
Forecasting
Deliverable
Performance analytics
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.
Best fit: Healthcare, pharmacy, wellness, medical education and patient-support organizations.
Explore this serviceDeliverable
Clinical workflow design
Deliverable
Pharmacy tools
Deliverable
Evidence-aware UX
Deliverable
Training systems
Move teams from experimentation to repeatable capability.
Use-case discovery, adoption roadmaps, workshops, hands-on training and operating playbooks for practical AI at work.
Best fit: Organizations that want measurable AI adoption without random tool sprawl.
Explore this serviceDeliverable
AI opportunity map
Deliverable
Team workshops
Deliverable
Governance playbook
Deliverable
Adoption roadmap
Solution finder
A strong AI project starts by locating the expensive delay, repeated decision or knowledge gap.
Recommended starting point
Centralize policies, product knowledge and operating guidance with grounded answers, citations and role-aware retrieval.
Explore serviceDelivery model
Engagements can stop at discovery, continue through an MVP, or extend to deployment and iteration. The scope is explicit before the build expands.
Evidence-first delivery
Acceptance criteria, testable workflows and visible constraints are preferred over vague “AI magic” claims.
01
Discovery & workflow mapping
02
Solution architecture
03
Prototype / MVP
04
Evaluation & QA
05
Production deployment
06
Enablement & iteration
Directional estimator
Potential monthly capacity value
32,475 EGP
Potential annual capacity value
389,700 EGP
Directional only — this is not a savings guarantee. A real business case should include process variability, implementation cost, adoption, controls and the value of quality improvements.
Start small, prove value
Send the current workflow, team involved, pain point, available data and what success would look like.
Scope an MVP