Not every project needs every layer. We choose only what supports the result.
- 01
Product & interface
- Web applications, dashboards, portals, design systems, and user workflows.
- 02
Backend & platform
- APIs, authentication, databases, queues, jobs, permissions, and multi-tenant systems.
- 03
Automation & AI
- Workflow orchestration, document and text processing, reviewed agents, and internal tools.
- 04
Data & integrations
- Third-party APIs, webhooks, sync, event flows, reporting, and operational visibility.
- 05
Architecture & reliability
- Codebase mapping, refactoring, tests, observability, deployment, and production paths.
- 06
Connected systems
- Telemetry, device data, low-power connectivity, monitoring, and alerting.