Dubai · UAEMaking SAAS Great
We build agentic AI systems and train the models.
From custom platforms to production AI agents, designed, built and run by one accountable team.
- Founded
- Dubai, UAE
- Focus
- Software · AI · Growth
- Delivery
- GCC · EU · APAC
Muse connectors · Dubai interest list
One AI assistant across the tools your business already uses.
Muse is Meta's AI agent for working across apps such as Zoom, Slack, Shopify, Stripe and QuickBooks. For small businesses, that means less copying between systems, faster follow-ups and useful automation without adding an operations team.
We can help map the right workflow, permissions and approval points so your business is ready when Muse is live in Dubai.
120+ systems deliveredWhat we are known for
Why we exist
FromAIadoptiontolegacymodernisationtoproductscale,webringboththethinkingandtheteam,andwebuildwhatweadvise.
Four practices
One engineering standard.
Every practice pairs strategy with hands-on delivery, because advice without execution is just a slide deck.
How an engagement runs
We embed, find the one unlock, and remove it.
Our engineers work inside your operation to find the few points where the right software removes a constraint the whole business works around. Then we build it, prove it against a number, and hand it over.
Embed
With your teamA small team works inside your operation, on site or in your channels, with access to the systems and the people involved. We learn how the business really runs before we propose anything.
Find the unlock
Set a target numberWe map how work and data move, measure where they stall, and agree the one or two constraints worth removing first. Each one gets a target number to hit.
Build in place
Live within weeksWe ship working software into your own environment within weeks and test it against live operations. You see progress every week, and we change it as we learn.
Measure
Track the numberWe track the number we agreed. When it moves, we take on the next constraint. When it stalls, we change the approach rather than defend the plan.
Hand over
You own it allYou own the code, the data and the infrastructure. We document it, train your team, and stay to run it only if you want us to.
When a number is hit, the loop turns to the next constraint. It keeps running until the work that matters is done.
Each engagement opens with a fixed-scope discovery of two to four weeks. You keep the plan whether or not we build. From there an embedded team moves to a monthly retainer, and where you want delivery tied to outcomes, part of the fee is set against the target number from discovery. The build step draws on whichever of our practices fits the problem, from custom software to agentic systems.
Business impact
We measure success in business impact, not lines of code.
A sample of what recent engagements changed, measured the way our clients measure it.
How we work
Five stages,
no surprises.
The same shape every time, sized to the engagement. You always know which stage we are in, what comes out of it, and what it costs.
- 01
Discover
1 – 2 weeksWe sit with the people who will use the system. We map the workflow that exists today, find where value leaks, and agree what success will be measured by before a line of code is written.
- Stakeholder interviews
- Current-state map
- Success metrics
- Risk register
- 02
Architect
1 – 3 weeksSolution architecture, data model and integration surface. We choose boring technology where it is sufficient and modern technology where it earns its place, then write the decisions down.
- Solution architecture
- Data model
- ADR log
- Delivery plan
- 03
Build
Two-week incrementsCross-functional squads working in short increments. Every increment ends with something demonstrable in a real environment, reviewed with you, not with a status report.
- Working software
- Automated tests
- Sprint demos
- Living documentation
- 04
Harden
1 – 2 weeksPerformance, security, accessibility and failure modes. We load-test, pen-test and rehearse the restore before launch rather than discovering the gaps during one.
- Load test report
- Security review
- Runbooks
- DR rehearsal
- 05
Operate
OngoingLaunch, then monitoring, iteration and support under a defined agreement, or a structured handover to your own team, with the knowledge transferred rather than assumed.
- Monitoring & alerting
- SLA & escalation
- Quarterly reviews
- Handover
Engagement models
Three ways to work with us.
Pick the shape that matches your certainty. We will tell you honestly if a different one fits better.
Project delivery
A fixed scope with a defined outcome, delivered by a cross-functional squad. Best when the problem is well understood and the finish line is clear.
- Fixed scope & milestones
- Cross-functional squad
- Defined acceptance criteria
Dedicated team
An embedded team that works as an extension of yours: your backlog, your ceremonies, our engineers, designers and QA.
- Monthly capacity
- Your process & tooling
- Scales up or down quarterly
Technology advisory
Architecture review, due diligence, cloud cost analysis or a second opinion before a large commitment. Short, sharp and independent.
- 2 – 6 week engagements
- Written recommendations
- No downstream obligation
Partnerships
Partnered with the platforms that power modern enterprise.
We do not just use these technologies, we build on them deeply, with the integration expertise to match.
AWS
Cloud infrastructure, serverless architectures and managed services for production-grade deployments at scale.
Vercel
Next.js deployment, edge delivery and performance-optimised frontend infrastructure for modern web applications.
Google Cloud
Data platforms, analytics warehouses and managed services that carry data-driven applications in production.
GitHub
Version control, CI/CD pipelines, code collaboration and open-source contribution across the developer ecosystem.
Industries
Domains we already understand.
Sector knowledge shortens discovery. These are the areas where we already know the vocabulary, the regulators and the integration points.
Toolkit
Chosen for the problem, not the résumé.
We keep a deliberately conventional core and add specialist tools where they earn their place. Everything here is in production somewhere today.
Languages
- TypeScript
- Python
- Go
- Rust
- Swift
- Kotlin
- Java
- C#
- SQL
Frameworks
- Next.js
- React
- Node.js
- NestJS
- Django
- FastAPI
- .NET
- Spring
Cloud & platform
- AWS
- Azure
- Google Cloud
- Vercel
- Kubernetes
- Docker
- Terraform
Data & AI
- PostgreSQL
- Snowflake
- BigQuery
- dbt
- Kafka
- Airflow
- PyTorch
- pgvector
Practice
- Playwright
- Grafana
- Datadog
- Sentry
- GitHub Actions
- Figma
- Storybook
Not sure which of these you need? That is what discovery is for.
We will tell you when the simpler option is the right one, including when that means not building anything at all.
Where we work
Anchored in Dubai. Delivering across time zones.
Our team sits in DMCC, three hours from most of Europe and four from South Asia. That position is practical, not decorative: one working day covers London through Singapore.
- Headquarters
- Jewellery & Gemplex, DMCC
Dubai, United Arab Emirates - Overlap
- Full working-day overlap with EMEA and APAC; scheduled overlap with the Americas.
- Languages
- English, Arabic, Hindi, Malayalam
- Engagement
- On-site in the UAE, remote-first elsewhere
In their words
What clients say afterwards.
They rebuilt a fifteen-year-old operations system without stopping the business for a single day. The migration plan was more thorough than anything our internal team had produced in a decade.
Questions
Answered before you ask.
Next step
Tell us what is not working.
A short call, an honest read on whether we are the right team, and a written plan if we are. No pitch deck.