Proof
Installed. Shipped. Measurable.
Groundlens doesn't sell AI promises. We ship bounded installations with explicit deliverables. Here's the proof — real case studies, the method we use, and the toolkit that powers it.
Case Studies
Seven pieces of proof
From AI operating systems to workflow automation tools — each case study shows real work, real stack, real outcomes.
Groundlens — AI Operations System
A working business operations stack for turning scattered AI work into governed workflows, reusable delivery patterns, and safer client-facing systems.
Hermes Agent OS — Personal AI Operations Layer
A personal AI operating layer that coordinates memory, skills, kanban work, browser automation, Sanity, n8n, and production tasks.
Moon Site — AI-Ready Web Starter
A Next.js boilerplate for shipping AI-enabled web apps with clean structure, TypeScript, and production-ready deployment.
Streamlit Web Scraper — Content Automation Tool
A practical tool for scraping websites and converting content to structured markdown for AI pipelines.
Dropbox URL Converter
A small utility that converts Dropbox sharing links to direct download URLs — removing friction from content workflows.
The Groundlens Method
Four bounded steps to move AI work from tool chaos to an operable system — Qualify, Blueprint, Pilot, Foundation.
AI Operations Toolkit
The production-validated stack behind Groundlens: workflow automation, AI agents, content infrastructure, and tool integration.
Want this for your company?
Start with the free qualification. We assess fit, scope, and constraints — and give you a concrete recommendation.