Orchestration
The control layer where workflows live.
- n8nWorkflow automation with full control and self-hosting capability
- Vertex AI Agent BuilderMulti-agent routing and intent classification
We don't chase trends. We use proven tools that work in production. Every tool in our stack has been battle-tested on real client systems.
The control layer where workflows live.
Where state, audit logs, and decisions are persisted.
Models that drive classification, generation, and decision-making.
Gates that block broken systems from reaching production.
How we know what's happening — and what's broken.
How non-technical users interact with the systems we build.
Hosting, deployment, and version control.
We're often asked why we don't use certain popular tools. Here's the honest answer.
Too expensive at scale, limited error handling, no audit trails. We need production-grade infrastructure, not simple integrations.
Good for simple workflows, but lacks the testing, monitoring, and self-healing capabilities we require for production systems.
Pretty, but doesn't scale. We use Supabase for production databases and Google Sheets only for lightweight client data.
They lock you in and limit customization. We write workflows that we fully control, debug, and extend.