Case StudiesBlogAbout Us
Get proposal

AI Development & AI Products. From idea to production.

Startup House builds custom AI solutions — agents, ML models, data pipelines — and ships its own AI products for enterprises. Whether you need AI built into your platform or a ready product deployed in weeks, it starts here.

Talk to an AI engineer

Trusted by teams at

Siemens
Siemens Healthineers
PwC
Geberit
Toyota
Rainbow
Chooose
Omnipack
Lexolve

What does Startup House do in AI?

Custom AI development and our own AI products — strategy, build, and long-term operation under one roof.

The ground rules of every AI engagement:

Proof-of-concept delivered in 2–6 weeks

Products live on your data in weeks

Your data never trains public models

Deployable in your own cloud

Build with AI — our services

From first proof-of-concept to AI systems running in production — pick the entry point that fits.

01

AI Services

Custom AI development end to end: PoCs, AI agents, LLM integrations, and ML features shipped into production systems.

See AI Services

AI we have shipped

Chooose web app dashboard in dark mode on laptop for sustainability tracking.

Building a scalable SaaS application for climate action

How our outsourced product team delivered a carbon offset platform and sustainable software development for CHOOOSE, an Oslo-based climate fintech leader.

See all case studies

Frequently asked questions

What AI services does Startup House offer?

Startup House covers the full AI lifecycle: strategy and R&D exploration, proof-of-concepts, custom AI agents and LLM integrations, machine-learning models, data engineering and analytics, and long-term operation of AI systems in production. Alongside custom work, we offer ready-to-deploy AI products — KnowHub, SmartSearch, InProduct AI, AI Interface Layer, and Compliance Copilot.

Should we buy an AI product or build custom AI?

Buy when your problem is common: internal knowledge access (KnowHub), product search (SmartSearch), in-app guidance (InProduct AI), or compliance workflows (Compliance Copilot) — a product deploys in weeks on your data. Build custom when AI is your differentiator or the workflow is unique to your business. We do both, so we will recommend the cheaper path honestly — and products can be extended with custom work later.

How do you keep our data secure in AI projects?

AI systems run in dedicated, isolated environments; your data is never used to train public models. Access follows your existing roles and permissions, data is encrypted in transit and at rest, and deployments can live in your own cloud. We work with regulated industries — FinTech, HealthTech, cybersecurity — so security review and compliance documentation are part of the process, not an afterthought.

How long does an AI project take?

A proof-of-concept typically takes 2–6 weeks and answers the key question: does AI work on your data? Deploying one of our AI products takes a few weeks including integration. Custom production systems usually run 2–6 months depending on scope. We always start with the smallest step that produces evidence.

What if we don't know where to start with AI?

Start with our AI Readiness Quiz or an R&D Exploration sprint. Both turn a vague ambition into a concrete assessment: where AI will pay off in your organization, what data you need, and what the first buildable step is — before you commit a real budget.

Do you work with our in-house engineering team?

Yes — most AI engagements are collaborations. We can deliver end to end, embed AI engineers into your team, or run a Build-Operate-Transfer model where we stand up an AI capability and hand it over to you with documentation and training.

Which industries do you build AI for?

FinTech, HealthTech, Cybersecurity, EdTech, Travel, and Food Manufacturing are where we have shipped most — including an AI-powered cybersecurity management platform and demand-forecasting systems. The common denominator is enterprises with real data and regulatory constraints, not industry labels.

Ready to put AI to work?

Tell us your goal and your data. We will show you the shortest path to a working AI system — product, custom build, or both.

Book a 30-min AI consultation

Work with a team trusted by top-tier companies.

Rainbow logo
Siemens logo
Toyota logo

We build what comes next.

Company

Industries

Startup Development House sp. z o.o.

Aleje Jerozolimskie 81

Warsaw, 02-001

VAT-ID: PL5213739631

KRS: 0000624654

REGON: 364787848

Contact Us

hello@startup-house.com

Our office: +48 789 011 336

New business: +48 798 874 852

Follow Us

Award
logologologologo

Copyright © 2026 Startup Development House sp. z o.o.

EU ProjectsPrivacy policy