Services
Everything behind the website.
Ops work starts from repeated tasks, unanswered questions, messy handoffs, and internal workflows that need a cleaner system, assistant, automation, or infrastructure layer.
LLM assistants
Custom support, intake, and internal helpers with strict answer policies, clear escalation, and practical handoff paths.
RAG knowledge bases
Search-grounded answer systems for business docs, service information, FAQs, and internal workflow knowledge.
Workflow automation
Automations for follow-up, admin tasks, notifications, content flow, lightweight CRM handoffs, and team routines.
Cloudflare systems
Workers, Pages Functions, tunnels, edge APIs, secure routing, and lightweight infrastructure for small production systems.
Browser extensions & automation
Chrome MV3 extensions, page-context AI assistants, and browser-driven pipelines that automate repetitive web work.
Assistant setup & hosting
Deployment of open-source assistant platforms (like Hermes) for teams: connected to your tools, hosted securely, tuned to answer only what you approve.
Internal tools and agent systems
Dashboards, batch tooling, agentic workflows, and custom operating layers for the work behind a business.
Map before building
01
Identify the repeated work
Find the tasks, questions, and handoffs that eat hours every week.
02
Define the safe handoff
Decide what automation may do alone and where a human approves.
03
Ship the smallest useful system
Build the version that saves time this month, then iterate.