AI Integration & Automation
AI that works for your business.
We figure out where AI fits your business, then build it. Chatbots, lead qualification, internal automations. Connected to your tools, your data, your workflows.
Let's talkThe Problem
Most AI adds noise. Not signal.
No idea where to start
You've read about it. You've seen competitors talk about it. You know AI could help your business but you don't have a technical team to figure out where it fits and every vendor you talk to is just selling their own subscription.
Team doing work AI should handle
Your team spends hours every week on the same things. Qualifying leads, answering the same customer questions, moving data between systems. It's not hard work. It's just work that shouldn't need a human anymore.
Generic tools don't work
Maybe you've tried ChatGPT or some off-the-shelf tool. It doesn't know your products, your pricing, your process. It gives generic answers and your team ends up cleaning up after it instead of saving time.
What we build
AI that reduces work. Not creates it.
Chatbots that actually know your business
Trained on your products, pricing, and process. Gives real answers, not generic ones.
Lead qualification and routing
Leads scored and routed before your sales team touches them. They get context, not just a name and email.
Search that understands what people mean
Customers find what they're looking for even when they don't know the exact name for it.
agent
AI connected to your actual tools
Your CRM, your docs, your communication tools. It reads context and acts on it.
Custom workflows
Repetitive tasks automated with AI decision logic. Summarise, extract, classify, route. Without a human in the loop.
The Work
Two crafts. One team.
Design and development in parallel, not in sequence. No handoff, no information loss.
Design
AI features fail when the interface doesn't match how people actually work. We design the human side of every AI integration — how it surfaces, how users interact with it, how it earns trust.
- —UX designed around the specific workflow being automated
- —Interfaces that show AI output clearly and build confidence
- —Fallback flows for when AI doesn't have a confident answer
Development
We build AI integrations that are reliable, observable, and maintainable. The right model for the job, connected to your data sources, with logging and fallback logic built in from the start.
- —Claude, GPT-4, or open-source — chosen for your use case
- —RAG pipelines trained on your actual content and data
- —MCP integrations connecting AI to your tools
- —Logging and monitoring so you can see exactly what the AI is doing
Process
From first call to launch.
Discovery
We identify where AI genuinely removes friction in your workflow. Not everywhere it could be added, but where it actually earns its place and reduces real work.
Strategy and proposal
We recommend the right model, data sources, and integration approach. You get a clear proposal with timeline, milestones, and cost within three days.
Design and development in parallel
Katharina designs the interface and interaction patterns while Matija builds the AI logic and integrations. You see progress constantly.
Launch and monitoring
We deploy with logging and monitoring in place, review real usage in the first weeks, and refine based on how people actually interact with it.
Is this for you?
Good fit
- ✓B2B company with repetitive work that should be automated
- ✓Website that can't answer basic product or service questions
- ✓Sales team spending time qualifying leads manually
- ✓Budget in the €10k–€40k range
Probably not
- —Want AI added because competitors have it
- —No clear problem it would actually solve
- —Looking for a generic chatbot wrapper under €5k
Not sure? Book a call. We'll tell you honestly within the first ten minutes.
Let's talk about what AI could do for you.
Book a 30-minute call. We'll look at your workflows, identify where AI genuinely reduces work, and send a proposal within three days if it makes sense.
Book a call