Value before technology
Define the useful business or product result before deciding whether the answer needs AI, integration or custom software.
Company
Experienced engineering. Clear technical accountability.
Stakxl is an AI and custom software engineering brand owned and operated by Quantum Matrix LLC. Since 2019, the practice has delivered business systems, data-heavy products and production AI for clients across the United States, Canada and the United Kingdom.
Discuss your project- Stakxl established
- 2019
- Engineering depth
- 10+ years
- Serving
- United States, Canada and United Kingdom
- Delivery model
- Senior technical ownership and remote delivery
Adnan A.
Founder & Technical Lead
Stakxl · 10+ years engineering experienceTechnical leadership
A senior engineer with a public track record behind the company.
10+ years of software engineering experience across custom business systems, AI integrations, data-heavy products and multi-role applications.
- Top Rated
- 100% Job Success
- 5.0 Upwork rating
Adnan sets the technical standard for Stakxl and stays close to architecture and quality. Additional engineering capacity is added when the work requires it, so clients get senior accountability without being limited to a one-person delivery model.
View Adnan's public Upwork profileRepresentative experience
Built across custom business software, production AI and data-heavy systems.
- Custom business systems
- A project platform spanning estimates, job workspaces, scheduling, documentation, billing, reporting and role-aware workflows.
- Production AI
- AI video and pre-production systems with long-running workflows, review state, cloud GPU orchestration and controlled outputs.
- Multi-role products
- Mobile and web products coordinating customers, partners, operators and real-time backend workflows.
- Data-heavy platforms
- Backend systems that normalize multiple sources and support live, historical and decision-ready product views.
Working commitments
- Direct technical access
- Work with the people responsible for the architecture and implementation decisions.
- Visible delivery
- Review working increments, trade-offs, risks and next steps throughout the project.
- Production discipline
- Design for permissions, recoverable failure, human review, monitoring and long-term operation.
- Handover
- Receive documented handover and ownership of approved deliverables after payment.
- Confidentiality
- Use NDA and agreed access controls where required.
- Ongoing support
- Continue with optional monitoring, improvement and expansion after launch.
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Remote delivery
Clear communication across distance and time zones.
Each engagement has a named decision-maker on both sides, direct technical access, regular working demonstrations and visible scope, risks and next steps.
Decisions are documented as the work progresses. Launch includes demonstration, handover material and an agreed path for support or continued improvement when needed.
How we think
Practical principles behind the work.
Use what already works
Connect or extend reliable systems before recommending unnecessary replacement.
Production over performance
Build for real inputs, exceptions, permissions and recovery—not only a polished demonstration.
Start with the problem