Backend Development & Data

Powering performance, observability, and scale for intelligent digital products with backend design and AI-ready infrastructure

Unshakable Infrastructure for the AI Era

Software development isn’t simple, but it should be dependable.

We build secure, scalable, and transparent backend systems that deliver the speed, control, and data access your product needs to evolve and perform. With modern code generation tools, AI-augmented workflows, and clear observability baked in, our platforms empower teams to ship faster and maintain with confidence.

Strong Foundations, AI-Enhanced Experiences

Great products are built on reliable, intelligently architected systems. We specialize in designing backend infrastructure that not only powers functionality but supports real-time data flow, ML integrations, and scalable performance.

Our engineers use modern frameworks, DevOps automation, and AI-accelerated tooling to deliver production-grade systems fast (without cutting corners).

specialties

  • Systems and data model architecture (AI-ready)
  • Data pipelines for ML/AI use cases
  • Secure authentication and session management
  • Integrated admin panels and internal tools
  • Microservices and scheduled workers
  • REST and GraphQL APIs with structured documentation
  • Mobile push notification infrastructure
  • Metrics, monitoring, and observability dashboards
  • Scalable containerization and CI/CD pipelines
  • Checklist-driven deployments and rollback strategies

Backend & AI Infrastructure Case Studies

From data-rich applications to AI-enabled systems, we build the technical foundations that keep innovation running smoothly, backed by real-world results.

PRVNT by Nsight Health

Empowering remote care teams to save more lives
We helped Nsight Health close remote care technology gaps to scale vital aid to millions of patients
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XPRIZE Foundation

Building a platform for competitive innovation
We created a custom platform to host the XPRIZE Foundation’s $7 million contest for promoting universal literacy
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LearningWrite

Smarter language learning, powered by AI
LearningWrite taps into leading-edge artificial intelligence tools to accelerate writing practice, driving better outcomes for English and world language learners.
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Intrevent

Event planning, evolved
We worked with Intrevent to build a platform that lets planners manage every detail of an event and monitor how all the pieces interact, in real-time
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PHC Global

Empowering growth: our role in a $35M series A raise
We helped PHC Global launch an AI-enhanced bio risk response platform to attract millions from investors and some of the biggest names in tech
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Delivering smarter innovation with AI

We create leading-edge solutions that free our clients and team to solve, grow, and thrive in the ever-changing AI landscape

Speaking of results

Mike and team are true thought partners who are consistently able to find the optimal technical solutions to operational challenges and to apply a strategic mindset to everything they do.

Extremely grateful for everyone’s hard work in getting us here! Twenty Ideas was a crucial partner in pushing this launch over the finish line, and seeing the product now in action, actually changing the lives of patients and providers, has been just incredible.

Industry Memberships

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