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Solutions

The engineering around the intelligence.

Six kinds of software we design, build and run end to end. Use them on their own, or around the RL systems and agents we train.

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01Product · Dashboards · SaaS

Web platforms

Fast, accessible web products: customer platforms, internal tools and the dashboards your operators actually use.

  • TypeScript
  • Next.js
  • React
  • Node
  • Postgres
  • Design system
  • Production app
  • Admin & analytics
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02iOS · Android · Offline-first

Mobile apps

Native-feeling apps from one codebase, with offline sync, push and on-device inference where it matters.

  • React Native
  • Swift
  • Kotlin
  • SQLite
  • ONNX
  • App store releases
  • Sync backend
  • Crash & usage monitoring
Details →
03Pipelines · Feature stores · Training

Data & ML infrastructure

Pipelines that arrive on time, versioned datasets, and training and serving infrastructure that's cheap to run.

  • Python
  • Ray
  • Airflow
  • dbt
  • Triton
  • Data pipelines
  • Model registry
  • Serving endpoints
Details →
04Infra as code · CI/CD · Observability

Cloud & DevOps

Reproducible environments, zero-drama deploys and monitoring from day one, on AWS, GCP or your own metal.

  • Kubernetes
  • Terraform
  • AWS
  • GCP
  • Grafana
  • IaC repository
  • Pipelines & runbooks
  • Cost & uptime dashboards
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05Firmware · Edge · Robotics

Embedded & IoT

Software close to the hardware: firmware, edge inference and robotics stacks that survive the real world.

  • C++
  • Rust
  • ROS 2
  • Zephyr
  • TensorRT
  • Firmware & drivers
  • Edge runtime
  • Hardware-in-the-loop tests
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06Systems · Automation · Glue

Integrations & APIs

Clean APIs and integrations that connect your systems, vendors and agents without brittle glue code.

  • FastAPI
  • GraphQL
  • Kafka
  • gRPC
  • OpenAPI
  • API platform
  • Integration adapters
  • Contract tests
Details →

Pair any of these with reinforcement learning or AI agents.

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