Custom AI Built for Your Data. Shipped to Production.
AI development services for enterprise teams that need a partner to build custom AI from concept to production. We assemble the engineering team, run the discovery, ship the system, and stay through deployment. Grounded in your data, never trained on it.
Talk to an ExpertTrusted by enterprise teams across Europe and the US.
Do any of these
sound familiar?
We cover the full custom AI development stack:
Every system we build is grounded in your data, never trained on it. Built to ship, not to demo.
AI Interface Layer for Legacy Systems
Upgrade your legacy software with a dynamic chat interface. Give users instant, natural-language access to your data without the need for a total system rewrite.
Generative AI Prototyping (PoC)
Validate your ideas quickly with functional prototypes to minimize investment risk.
LLM & AI Agent Development
Build sophisticated agents that understand context, follow procedures, and execute tasks.
Custom AI Product Development
From initial concept to a fully operational platform.
AI Chatbots & Knowledge Platforms
Transform static documents into interactive, 24/7 experts for your team or clients.
Data Preparation & Processing
Your AI is only as good as the data feeding it. We ensure peak performance and reliability through expert data cleaning, structuring, and optimization.
How Custom AI Development Works at SH
01
Discovery
We start with the business problem, not the technology. We map your data, your infrastructure, your compliance constraints, and the specific outcome you're measuring. Then we define what success looks like in measurable terms before any engineer writes a line of code.
02
Build
We assemble the engineering team and start shipping. Senior AI engineers, ML specialists, and data engineers work in your sprint cadence with your tools. Weekly demos, transparent progress, no black-box delivery. AI-augmented development workflows where the engineering team uses internal AI tooling to ship faster without cutting corners.
03
Validate
We test the system against your real data, your edge cases, and your compliance requirements. Hallucination tests, accuracy benchmarks, security audits, and load testing before anything reaches production users. If something doesn't hold up, we fix it now, not after launch.
04
Deploy & Monitor
We deploy to production, integrate with your monitoring stack, and stay through the first weeks of live traffic. Model drift monitoring, retraining schedules, and post-deployment optimization are part of the engagement, not an upsell.
Why Enterprise Teams Choose SH for AI
Verified Answers, Always
Every AI system we ship is grounded exclusively in your verified data: your codebase, your documents, your database. The AI cannot generate answers from public training data or invent facts. Every response is traceable back to the exact source. For enterprise teams shipping AI to regulated users, that traceability isn't optional, it's the entire point.
Enterprise-Grade Security
ISO 27001 certified. Your data never trains another model. We integrate with your SSO and access policies, encrypt at rest and in transit, and restrict database access to within the application. Compliance with GDPR, HIPAA, SOC 3, DORA, and NIS2 is built into how we ship, not added at the end.
Production-First, Not Demo-First
We build AI that ships, not AI that wins demos. Our engagements end with monitored, deployed systems that hold up to real enterprise traffic. Cyber Risk Mitigation Platform: 400% B2B client growth post-AI integration. Siemens Financial Services: 24/7 automated credit decisions in 7 minutes. We measure outcomes, not capabilities.
AI in Production
Why Enterprises Choose Us
We're a 50-person, cross-functional software development team based in Warsaw, Poland, building technology that delivers ROI, strong governance, and real adoption.
0
years delivering digital products
est. 2016
0+
products shipped
web & mobile
0+
experts on board
Product & UX designers, Software engineers, AI specialists, PMs
0
client NPS
Praised for communication, pace and quality
0
continents served
North America, South America, Europe, Asia, Africa
How do we secure your data?
ISO 27001 compliance
We operate under ISO 27001 certified security practices across all client engagements.
Your data stays yours
We do not use your data to train our AI Assistant or any other model.
SSO & access policy integration
We integrate with your SSO and access policies for seamless, compliant user management.
Code and repository only
We work exclusively with your code and repositories, never with external data sources.
Encryption at rest and in transit
All data is encrypted at rest and in transit to meet enterprise security requirements.
“
Most enterprise AI projects fail not because the model is wrong, but because the partner can't ship it. We measure success by what runs in production, holds up to real traffic, and earns user trust. Demos don't ship to enterprise users. Engineering does.
“
Alex Stasiak
Co-Founder at Startup House
Ready to Build AI That Ships to Production?
Tell us your use case, your data, and your timeline. We'll tell you what it takes to build it.
Book a 30-min CallA team trusted by best-in-class companies.
