brief to launch.
AIIntegration
AI where it removes real work, and a straight answer when it doesn’t.
I build AI into the products and workflows you already run: assistants that answer real questions, automations that handle the repetitive parts, and pipelines that read and sort documents so a person doesn’t have to. This is for teams drowning in the same inbox messages, the same lookups, the same copy-paste, who want the busywork gone rather than a demo that impresses for a week.
What I build
01 · 6 parts- 01
Assistants grounded in your content
A chat assistant that knows your business and answers from your own documentation and data. It handles the questions your team fields over and over, in the languages your customers actually write in.
- 02
Workflow automation
The repetitive steps between your tools wired together with n8n and APIs, so routing, replies, and updates happen without anyone clicking through them.
- 03
Document and data processing
Invoices, forms, emails and messy spreadsheets read, extracted and sorted into something structured your systems can use.
- 04
Honest scoping first
I tell you up front which parts of the job AI actually improves and which are better left as plain software or a human, so you don’t pay for AI that’s only there to look modern.
- 05
Guardrails and clear data boundaries
Rate limits, abuse safeguards, and a defined path for where your data goes and what the model is allowed to see. It’s all decided before anything ships, not bolted on after.
- 06
Grounded answers, not invented ones
Assistants answer from a fixed source of your facts and say so when they don’t know, instead of confidently making something up.
How it works
02 · 4 stepsDiscovery
A call to map the real problem, the constraints, and what success looks like. No obligation.
Proposal
A clear scope, a fixed price, and a timeline. All in writing, within two working days.
Design & Build
You see working software early and often. Brand, interface, and engineering in one pair of hands.
Launch & Support
Handover, training, and a single person to call when something needs attention.
What you get
03 · OutcomesThe win is quiet: the same handful of repeated questions and manual lookups stop landing on a person’s desk, so your team spends its hours on the work that actually needs a human. Where AI wouldn’t earn that, I tell you before you spend on it.
Related work
04 · Built, shipped
Questions
05 · 2 answersNo, and I’ll tell you when it isn’t. AI earns its place only when it removes real, repeated work. If a simple form or a bit of plain software does the job better, that’s what I’ll build.
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