I build automation and AI systems that take over a business's repetitive work and keep running in production, day after day, without failing.
Measured on a production environment I built for a client. Running today.
Four layers. Each one is replaceable on its own, and none of them trusts the layer above it to be right.
Where the systems live. One isolated VM per client, versioned, monitored.
Models do the reading and drafting. Deterministic code decides.
Every write is idempotent. Every record can be traced to the run that made it.
Provisioned as code, rebuilt from a clean image, backed up nightly.
Four production systems, drawn as they run. Scroll to send a request through each one. Hover or focus a node to see what it does.
40 minutes to 40 seconds
When a new client signed, staff spent forty minutes creating records, folders, time tracking and a welcome pack by hand. Now it happens in forty seconds, the same way every time, with nothing forgotten.
Answers in three languages, hands over to a person on request
Leads message at all hours. An assistant replies in their language, collects what the firm needs, books the consultation, and steps aside the moment someone asks for a human.
From finding a prospect to a handled reply, no sales team
Finds the right prospects every week, researches each one, writes a personal first email, follows up on a schedule and stops the moment someone replies. Built so a small agency can prospect without hiring for it.
Drop a file in a folder, ask questions, get answers with sources
Documents added to a shared folder become searchable knowledge within minutes, and an edited file replaces its old version, so the knowledge base is always current. An assistant answers questions from it and shows the passages it used.
PDF portfolio with more projects and detail, coming soon