Most AI Projects Fail. Some Deliver Outsized Returns.
With the right partner, you're already on the right side of these numbers.
80.3%
of enterprise AI projects fail due to weak governance.
Source: RAND, 2025
60%
of AI initiatives will be abandoned by 2026 due to data infrastructure gaps.
Source: Gartner, 2025
5.8x
average ROI within 14 months for AI that reaches production.
Source: McKinsey, 2025
Is AI and data science the right move for your business?
When to Consider AI & Data Science
How AI and data science can transform your business
Your data is already telling you something. Here is how to make it actionable.
Uncover what human analysts miss
Data science identifies patterns, trends, and correlations in your data that human analysts would miss or find too slowly.
Enable predictions that scale
AI models enable more accurate predictions, faster decision-making, and automated processes that scale without adding headcount.
Turn data insight into action
From customer behavior to operational efficiency, data science and AI give you tools to act on what your data already knows.
Our AI and data science services
From raw data to production-ready AI. Here is what we build.
Cybersecurity Management Platform | USA
Our client
Cybersecurity Management Platform | USA
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
Self-serve data exploration, faster onboarding, and a significant drop in support tickets for data interpretation.
Our data science process
See how we have helped our clients succeed.
Honestly, the outcome of working with Startup House far exceeded my expectations. Their authentic commitment to understanding our vision resulted in a user-friendly project, which clarified concepts we ourselves found challenging to structure.
Justyna RafalskaProduct Manager @ ReffineWhy enterprises choose us for AI and data science
We're a 50-person, cross-functional software development team based in Warsaw, Poland, building technology that delivers ROI, strong governance, and real adoption.
delivering digital products
est. 2016
products shipped
web & mobile
experts on board
Product & UX designers, Software engineers, AI specialists, PMs
client NPS
Praised for communication, pace and quality
served
North America, South America, Europe, Asia, Africa
Frequently asked questions
Ready to Turn Your Data Into a Competitive Edge?
Tell us your data sources, the decisions you want to improve, and your timeline. We'll show you how to build it.
A team trusted by best-in-class companies.





