Own builds
What we have built and run ourselves.
These systems show how Groundlens works through boundaries, handoffs, and human decisions. Each item is labelled as an internal build.
Own build. Not a client result.
What an owned AI operating layer looks like in production
This is the operating layer I installed to keep Groundlens moving: scheduled briefings, durable decisions, reusable workflows, and human approval gates.
Hermes Agent OSn8nSanityTypeScriptPythonDocker
View ↗ Own build. Not a client result. The chatbot was live. Testing showed what was wrong.
The Groundlens chatbot sounded natural, but it could state incorrect business facts and had too much authority. Three versions later, the model drafts the reply while fixed code controls facts, links, actions, and failure handling.
n8nOpenAI APIgpt-4.1-miniAstroJavaScriptCloudflare
View ↗ Does the same work keep causing problems?
Tell us what happens. We will review whether Groundlens is useful before any proposal or payment.