Product engineering · Cairo
From idea to production.Then better.
Matrix Minds is a small product engineering team in Cairo. We design, build and run web, mobile and AI products — AI-native throughout, with architecture, review and security owned by the engineers responsible for the result.
- Web, mobile and AI products
- Egypt & the GCC
- English & Arabic
Selected work
Three products, built end to end
One is ours. Two were built for people who needed a product, not a proposal. Each of these was designed, built and shipped by the same team.
Kevta
An issue tracker for small software teams — flat pricing per workspace, and pull requests that find their own issues.
Differeg
A bilingual directory of Egyptian brands and creators, with server-rendered reviews that earn rating snippets in search.
NoEndPrint
An Arabic-first, right-to-left site for an Egyptian print house, structured around how customers actually search and enquire.
What we do
Build, improve, operate
Four ways we work with a product, whether it exists yet or not.
Build
New web applications, SaaS products, mobile apps and digital platforms — from first scope to a production launch.
Improve
Existing products that need new features, a faster front end, a cleaner architecture, or a way out of technical debt.
Operate
Maintenance, monitoring, bug fixing and continuous development after launch — the part most agencies hand back.
AI
Assistants and retrieval over your own data, document extraction, and automation of work done by hand today — shipped with evaluation sets and cost controls, not as a demo.
AI-native engineering
AI across the lifecycle. Judgement stays with us.
The honest test of “AI-native” is whether taking the AI away would slow the team down. For us it would — it is in discovery, implementation, tests, review and docs every day. What it does not do is decide anything.
- 01
Discovery
Faster research, competitor teardowns and requirement drafts to argue with.
- 02
Architecture
Options explored quickly, then chosen deliberately by an engineer who will maintain it.
- 03
Development
Implementation against a plan a human already reviewed, in the codebase’s own conventions — not whatever the model prefers.
- 04
Testing
Wider coverage and edge cases surfaced earlier, plus evaluation sets for anything whose output is a judgement call.
- 05
Review
Every change read by a person who understands the system before it merges. AI helps write it; it never approves it.
- 06
Deployment
Repeatable releases, migrations and rollbacks — scripted rather than remembered.
- 07
Maintenance
Documentation that stays current, and faster diagnosis when something breaks in production.
What stays human
AI shortens the distance between a decision and a working implementation. It does not make the decision — and unreviewed generated code is how teams quietly accumulate the debt that cancels out the speed. That is why review is a stage here, not a courtesy.
- Product decisions and scope
- Architecture and technical trade-offs
- Code review and quality
- Security and reliability
- What we tell you, and when
- Final delivery and accountability
Where you can check it
Kevta, our own product, ships a Model Context Protocol server so an AI client can act on real boards through the same authorised API as the interface — with tokens, scoped permissions and user-facing docs, because it runs in production rather than in a demo.
See how Kevta does itYou will not find a “40% faster” claim on this page. We have not measured ours in a way we would be willing to defend, so we are not publishing one.
From idea to production
How a product actually gets made
Five stages. You always know which one you are in, and what comes out of it.
- 01
Understand
The business, the users and the problem — before anything gets designed. We would rather challenge the brief early than build the wrong thing well.
OutputA shared understanding of the problem
- 02
Define
The problem becomes a product and technical plan: scope, architecture, milestones, and an explicit list of what we are not building yet.
OutputScope, architecture and a plan
- 03
Build
Design and engineering in an AI-native workflow, shipping in reviewable increments you can open and use — not a demo at the end.
OutputWorking software, continuously
- 04
Launch
Deploy properly: monitoring, error tracking, releases and rollbacks. Launch is a process we run, not a date we hope for.
OutputA production release you can trust
- 05
Improve
Once real users arrive, the roadmap changes. We keep building against what actually happens, not what the original document assumed.
OutputA product that keeps getting better
Why Matrix Minds
A small team that owns the outcome
We are early, and we would rather be judged on the work than on a client logo wall.
AI-native engineering
AI runs through discovery, implementation, tests, review and docs — which is how one focused team covers product, design, backend, frontend and delivery without thinning out.
Product thinking, not ticket-taking
We will tell you when a requested feature is the wrong answer, and propose the one that solves the actual problem.
Fast iteration
Short cycles with something usable at the end of each one, so decisions are made against working software.
Small, focused teams
The people who scope your product are the people who build it. Nothing gets handed down a chain.
Long-term ownership
We stay after launch. Maintenance and continuous development are offerings, not favours.
Flexible engagement
A full build, a defined scope, or engineers working alongside your team — whichever fits the situation.
Blog
Latest Articles
Founder-focused guides on building web & mobile apps, MVPs, cost, and rescue work.
cost-estimation-procurement
App Development Cost in Egypt 2026: EGP 300k–2M
How much does it cost to build an app in Egypt? Real 2026 price bands from EGP 300k, hourly rates, hidden costs, and how to spend less without losing quality.
2026-07-149 min read
web-app-development
E-commerce Website Cost 2026: EGP 30k–250k / SAR 10k–150k
Real 2026 numbers for online stores in Egypt and KSA: Salla, Zid, Shopify and WooCommerce setup costs vs custom builds, payment gateways, COD, and 2-year total cost.
2026-07-109 min read
cost-estimation-procurement
Mobile App Development Cost in Saudi Arabia: SAR 110k–450k
What apps really cost in Saudi Arabia in 2026: SAR price bands, Riyadh agency rates vs remote teams, PDPL considerations, and the 40–60% cost lever GCC buyers use.
2026-07-079 min read
Have a product in mind?
Tell us what you are trying to build. If we are the wrong fit, we will say so — and usually tell you what we would do instead.
Start a project
Tell us what you are trying to build. A few sentences is enough to start — we will come back with questions, not a template.
Tell us about the project
Or reach us directly
- Phone
- +20 108 020 6541
- Based in
- Cairo, Egypt
- Response time
- We reply within one business day (Cairo time)
What happens next
- 01We read it and reply within one business day.
- 02A short call to understand the problem — no slide deck.
- 03A written scope with an approach, milestones and a price.