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AI that ships. Grounded in your data, measured in outcomes.

We build AI products for companies that need results they can defend, not demos they can't deploy.

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Compliant with

AWS PartnerGDPRHIPAA CompliantISO 27001DORAAICPA SOC

Our AI products.

Pick the one that fits your operational challenge.

KnowHub

AI-Powered Knowledge Portal

Turn your knowledge into a 24/7 learning assistant you can talk to. Get verified answers in seconds, on any device, in any language.

Always up to date data

Self-service users will actually use

Faster time-to-productivity

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InProduct AI

AI Copilot for your SaaS

InProduct AI demo

An AI agent that reads your codebase, writes its own documentation and guides users through your platform and courses.

Integrates directly with your codebase

Generates real-time technical documentation

Proactively guides users to high-value features

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InProduct AI demo

Smart Search

Semantic AI Search

ARIA

A semantic search engine that understands what your learner is looking for, not just the words they typed.

Analyzes descriptions and comments, not just tags.

Understands intent and prioritizes conditions.

Verifies each requirement with a proof of fact.

ARIA

Legacy code to ChatGPT-like interface

InProduct AI demo

Upgrade your existing learning platform or EdTech SaaS with a dynamic chat interface. Give users instant, natural-language access to your data without the need for a total system rewrite.

InProduct AI demo

Cyber risk mitigation platform

Our client

Cyber risk mitigation platform

The Challenge

Complex dashboards and static reports required expert-level training to interpret.

The Solution

We integrated InProduct AI to provide a context-aware chat interface grounded in the platform's live logic.

The Result

100% self-serve data exploration, faster onboarding, and a significant drop in support tickets for data interpretation.

Beyond products: AI services from PoC to scale.

We work across the full AI delivery stack, from validating your first use case to running production systems.

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 do we secure your data?

ISO 27001 certified

Your data is never used to train AI models

SSO integration, role-based access, encryption at rest and in transit

Database access restricted to within the application

TRUST

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

See How We've Helped Our Clients Succeed

FinTech cloud financing web platform—Siemens Financial Services app for automated loan applications

Cloud-based platform for Siemens Financial Services in Poland

By engineering an omnichannel SaaS application on a secure cloud-based financial platform, we enabled Siemens to deliver 24/7 credit decisions and 1-minute loan processing.

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Ready to build AI that works in production?

Tell us what you're building. We'll tell you the fastest way to get there.

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Frequently Asked Questions

What AI services does SH offer?

We offer three proprietary AI products: SmartSearch, KnowHub, and InProduct AI, alongside custom AI development services. SmartSearch is a semantic search engine with fact verification for platforms that need accurate, source-grounded results. KnowHub is a GPT-like knowledge portal that turns company documents into a secure, searchable assistant for employees or clients. InProduct AI is a codebase-connected copilot for SaaS teams that generates and maintains product documentation automatically. Beyond products, we build generative AI prototypes, LLM and AI agent solutions, AI interfaces for legacy systems, and custom AI applications from concept to production.

How is working with SH different from using ChatGPT or a general-purpose AI tool?

General AI tools respond from public training data. They don't know your product, your procedures, or your clients, and they can generate plausible-sounding answers that are factually wrong. Every AI product we build is grounded exclusively in your own verified data: your codebase, your documents, your database. The AI cannot respond outside that boundary. Every answer is traceable back to a specific source. For business-critical environments like compliance, support, and sales, that traceability is what separates useful AI from liability.

How long does it take to build and deploy an AI product?

It depends on scope, but most of our AI products go live within 2 to 6 weeks. KnowHub and SmartSearch can be deployed in as little as 2 weeks once your data is prepared. A custom AI agent or generative AI prototype typically takes 4 to 8 weeks depending on integration complexity. We scope the timeline precisely after a 30-minute discovery call, and we work in defined milestones, so you always know what's being built and when.

What types of companies do you build AI for?

We work with two main profiles. The first is product and SaaS companies: teams building software or AI-native features that need technical depth, fast delivery, and hallucination-free reliability. The second is knowledge-heavy enterprises: organizations with large amounts of internal documentation, procedures, or proprietary data that need to make that knowledge accessible and searchable at scale. We have delivered AI products for clients in healthcare, travel, fintech, cybersecurity, and education across Europe and the US.

How do you make sure the AI doesn't return incorrect or invented answers?

All our AI products use a Retrieval-Augmented Generation (RAG) architecture. This means the AI retrieves answers only from your approved, verified data sources. It does not generate responses from public internet training data. SmartSearch cites the exact sentence in your source document that supports each result. KnowHub cannot respond outside your document base. InProduct AI is grounded in your actual codebase. None of our products approximate, hallucinate, or substitute specialized terminology where precision is non-negotiable.

Can you integrate AI with our existing systems and data infrastructure?

Yes. We build AI that connects to your existing stack: databases, CRMs, EHR and EMR systems, GDS platforms, codebases, internal knowledge bases, and SSO providers. We assess your current infrastructure during the scoping phase and design the integration around what you already have. You don't need to replace your systems. In many cases, we add a natural language or AI layer on top of existing software so your teams can access data faster without disrupting core business logic.

Is our data secure when working with SH AI products?

Yes. We are ISO 27001 certified. We do not use your data to train AI models. All processing happens within your secure environment, governed by your existing access policies. Data is encrypted at rest and in transit. Database access is restricted to within the application. We integrate with your SSO and access control systems so permissions carry over automatically. Security is built into the architecture from day one, not added at the end.

We build what comes next.

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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

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