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AI & Intelligent Systems
Engineering & Software Development
What does “AI-Native Engineering” mean at M10 Labs?
It means we embed intelligence into every layer, from infrastructure to user experience, so your systems learn, adapt, and perform securely at scale.
How can M10 Labs modernize legacy systems with AI?
We enhance existing platforms by adding AI capabilities that automate tasks, predict performance issues, and extend system life without full rebuilds.
How is your AI approach different?
We build explainable, measurable AI that aligns with business goals. Every model is designed for transparency, compliance, and long-term return on investment.
What makes M10 Labs' engineering practice unique?
We merge design and engineering into one seamless process, building scalable, secure, and future-ready digital products that evolve with your business.
What technologies do you use?
Our teams engineer across modern technology stacks with automation embedded at every layer. We build using languages such as C, C++, C#, Java, Python, Go, Elixir, Swift, Kotlin, React, and Flutter, and we support infrastructure and tools such as Terraform, Kubernetes, and AWS to ensure scalability, performance, and reliability.
How do you ensure reliability in your builds?
Through automated testing, more than 80 percent coverage, continuous integration, and blue-green deployments that ensure every release is stable and production-ready.
Application, API & Firmware Security
Design & User Experience
How does M10 Labs secure applications and APIs?
Security is built in, not added on. We integrate static and dynamic analysis, code review, and API hardening directly into the continuous integration and delivery process.
What types of vulnerabilities do you protect against?
We identify and remediate issues such as injection flaws, misconfigurations, zero day exploits, and firmware vulnerabilities, protecting against both known and emerging threats.
What is SBOM and how does M10 Labs use it?
A Software Bill of Materials tracks every dependency and Common Vulnerabilities and Exposures. We automate SBOM creation to improve transparency and supply chain security.
What is your approach to product design?
We turn strategy into experience using human centered design and Lean UX, ensuring every interaction is intuitive, inclusive, and aligned with business goals.
How do you ensure a smooth design to development process?
We deliver production ready Figma files, documentation, and handoff support to maintain design integrity from prototype to deployment.
What can clients expect from your UX process?
Faster validation, reduced friction between design and engineering, and a scalable design system that ensures consistency across all platforms.
Agile Delivery
Agile Transformation
What is the M10 Labs Agile Delivery Framework?
It is our delivery engine, combining Agile, DevOps, and product thinking to ensure transparency, predictability, and high-velocity outcomes.
How do you measure delivery success?
We use real-time metrics across Jira, ClickUp, GitHub, and QA tools, tracking velocity, cycle time, defect ratio, and sprint health.
What is your "Definition of Done"?
Code is reviewed, tested, approved, and deployed successfully. Every user story must deliver measurable value and meet all quality gates.
What does Agile Transformation involve?
We help organizations move from siloed projects to cross functional, product led teams, embedding agility, accountability, and measurable flow.
How is your transformation process structured?
It follows three phases:
Assess and Align – Define vision and maturity baseline.
Pilot and Enable – Prove the model with Agile Pods.
Scale and Institutionalize – Embed agility across the enterprise.
What outcomes can organizations expect?
Faster time to market, improved forecast accuracy, and a culture of empowerment that sustains agility long term.