AI Automation for Businesses
Custom AI and Python automations that take reporting, lead handling and content operations off your team's plate.
What this is
Custom automation for the marketing work that eats hours and produces nothing anyone enjoys doing. Reporting pipelines, lead handling, content operations — built specifically around the tools you already use, rather than bolted on from a template.
How I work on it
First a workflow audit, because most of the value is in picking the right target. Plenty of repetitive work is not worth automating: it happens rarely, or the inputs are too inconsistent, or the time saved does not justify the build. I would rather tell you that up front than build something that pays for itself in four years.
Once we have picked a target, the build is deliberately boring: stages that can be run independently, raw inputs cached before anything transforms them, and validation at every step. That is what makes it still work in eight months.
Who it suits
Teams losing meaningful time — days a month, not minutes — to work that follows the same steps every time. It suits you less well if the process changes constantly, in which case the process is the thing to fix first.
Common questions
What kind of work is worth automating?
Anything repetitive, rule-based, and fed by inputs that arrive in a predictable format. Monthly reporting, lead routing, data pulls between tools. Work that needs real judgement about a specific client stays human — but the machine can do everything up to where the judgement starts.
Will an AI be writing things and sending them without me seeing?
Not unless you want it to. The default is a draft-and-review setup: the automation does the assembly and the blank-page work, you approve. Anything involving numbers is computed by code rather than generated by a model.
What does it run on?
Usually a small server of your own, on a schedule. You own the code and the box. Nothing is locked to a platform you cannot leave.
How do I know it will keep working?
Every job validates its own inputs and fails loudly if something is off. A reporting job that silently produces last month's numbers is worse than one that crashes, so they are built to crash.
Ready to grow traffic and cut manual work?
Let's talk about your goals and the bottlenecks slowing your team down.