AI and automation for business
Automations, data pipelines and AI features inside the software you already use. We scope it in a 15-minute call and quote in writing.
01 — What we do
Automation, data & AI features we build
- 01
Workflow & process automation
Automating manual, repetitive operational work is a natural extension of a dev shop that has spent most of its time on integration-heavy systems.
- 02
Data pipelines & applied analytics
Real-time data ingestion and processing, built the same way our automotive analytics platform aggregates and prices listings across markets.
- 03
Third-party AI API integration
Chatbots, text extraction (NLP), and generative features via existing AI APIs such as OpenAI's, scoped as a feature integration rather than a custom-model build. This isn't yet shipped as a standalone case study, so ask us what's realistic for your timeline.
02 — How we do it
What this page covers, and what it doesn't
"AI development" gets used to mean everything from training foundation models to adding a chatbot to a landing page. We don't train custom models, and we're not going to imply otherwise.
What we actually do: automate manual workflows, build data pipelines and applied analytics features, and integrate third-party AI APIs (like OpenAI's) into products that need them. That's the kind of AI integration work that shows up as a real, shipped feature, not a research project that stalls in a slide deck.
Our clearest proof point is a real one: an AI-powered platform processing real-time automotive pricing and listing data across Europe.
04 — Process
How we scope an automation or AI feature
- 01
Discovery
What's manual today, what data exists, and what a realistic AI or automation feature actually looks like for this product.
- 02
Proof of concept
A small, working version against real data before committing to full scope, so the idea gets validated before the investment does.
- 03
Build
Integrating the automation or AI feature into the actual product, not shipping a standalone demo.
- 04
Iterate
Refining against real usage and real data once it's live. Automation features rarely get the tuning right on the first pass.
05 — Frequently asked questions
Frequently asked questions
Yes, that's most of what this page describes. We integrate automation and AI features into products that already exist.
06 — Contact
Tell us what you need
We reply with a proposal.