AI & Automation Solutions
We provide AI integration and automation services that build data-driven features into real products, not a standalone AI lab. From workflow automation to applied analytics, like our AI-powered automotive market intelligence platform, we integrate AI where it actually moves a product forward.
Automation, data & AI features we build
- 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.
- Data pipelines & applied analytics
- Real-time data ingestion and processing, built the same way our automotive analytics platform aggregates and prices listings across markets.
- 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.
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.
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.
The gap between using AI and profiting from it
Is AI actually paying off for most companies? Not yet, for most of them. Adoption is nearly universal, but the share of pilots that turn into a shipped, profitable feature stays small, which is exactly the gap our AI integration services are scoped to close.
Share of organizations at each stage of AI adoption. Source: McKinsey, The State of AI, 2025
Automotive Market Analytics Platform
AI-powered pricing intelligence across the European automotive market
A real-time analytics platform aggregating and pricing vehicle listings across multiple markets, with cross-platform data processing pipelines feeding pricing intelligence back to the business.
React · TypeScript · Node.js · Data Pipelines · Market Analytics
Read the case studyTech stack
Technologies powering large-scale automotive data processing, AI analysis, and real-time analytics.
- Frontend
- React, TypeScript, Analytics UI
- Backend
- Node.js, Express, API Services
- Data & AI
- AI Processing, Market Analytics, Data Pipelines
- Infrastructure
- Cloud Infrastructure, Real-time Sync
Frequently asked questions
Can you add AI features to my existing product instead of building something from scratch?+
Yes, that's most of what this page describes. We integrate automation and AI features into products that already exist.
Do you build custom models or integrate existing AI APIs?+
We integrate existing AI APIs, like OpenAI's, rather than training custom models. If your project genuinely needs custom model work, we'll tell you honestly whether that's something we can take on.
What's an example of AI or automation you've actually shipped?+
An AI-powered automotive market analytics platform, covering real-time pricing intelligence and cross-platform listing analysis across Europe. See the case study above.
How do you handle data pipelines for real-time analytics?+
The same way we built it for the automotive analytics platform: real-time ingestion, processing, and aggregation feeding directly into the product's analytics.
Can you automate a specific manual workflow in my business?+
Often, yes. This is a strong fit for our background in integration-heavy systems. Tell us the workflow and we'll scope it.
Do you offer AI consulting before committing to a build?+
Yes. A discovery and proof-of-concept phase before full commitment is part of our process, specifically to validate that the idea works before you invest in the full build.
Have a manual process or a data feature to automate?
Tell us what's manual today. We'll tell you honestly whether AI or automation is the right fix.
- Web Development
Frontend, backend, CMS, and API work for production web platforms.
- Mobile Development
Native iOS/Android and cross-platform apps built for real users.
- Custom Software Development
Custom CRM, dealer management, and business software that runs real operations.
- SEO, AEO & GEO Optimization
Technical SEO, structured data, and AI answer engine optimization built into your site.
- MVP Development
Fast, senior-built MVPs that stay solid enough to become the full product.
- Dedicated Development Team
Direct access to senior engineers, working as an extension of your team.