Only 1 in 4 AI initiatives reach production.
Most don’t stall because of ambition; they stall when data isn’t ready, infrastructure can’t scale,
or models never make it past experimentation.
We build AI systems ready for real environments.
AI done right is never just about the model.
unosquare’s AI Center of Excellence helps teams move from exploration to execution by engineering the systems that make AI usable, reliable, and scalable.
Design AI-ready data and
infrastructure foundations.
Build and deploy production-
grade AI pipelines.
Embed MLOps,
automation, and governance
from day one.
Integrate AI directly into
products, platforms,
and operations.
Ensure models perform
consistently in real
environments.
See How Teams Move AI from Demo to Production
Discover how delivery-first teams turn experimentation into measurable outcomes.
When AI stays experimental, value never compounds.
AI pilots that never scale.
Models exist, but systems aren’t ready for production.
Data and infrastructure gaps.
Poor data quality and brittle environments limit impact.
Slow deployment cycles.
AI takes too long to reach real users or operations.
Lack of governance and reliability.
Models can’t be trusted, monitored, or evolved safely.
16+ years delivering complex systems through our Centers of Excellence
AI delivery isn’t one-size-fits-all and your execution model shouldn’t be either.
From start to finish, we deliver production-ready systems, powered by data, design, and agentic AI.
We embed self-managed squads that align with your tools, workflows, and pace.
Need to move faster? Scale with vetted nearshore talent aligned to your stack, culture, and AI/data goals; no ramp-up, no overhead.
Discover the service model that fits your roadmap and investment envelope
This was one of the most effective consulting firms I’ve ever worked with.
Senior Data Engineer, Global Fintech Company
From interfacing with core banking systems to developing on modern cloud and data frameworks.
Our teams and technologies integrate seamlessly to support your delivery ambitions.
Tech Stack
Platforms
Custom .NET Web Application Development
.NET Core & API Development
Azure & AWS Cloud Solutions for .NET
.NET Application Modernization
Cross-Platform Mobile Apps with .NET MAUI
Dedicated .NET Development Teams
Built on the technologies that power enterprise
growth
100+
Clients across regulated and data intensive industries
2,500+
Digital projects and engagements
1000+
Nearshore delivery professionals
5+ years
Average partnerships
73 NPS
Industry leading client satisfaction
Every AI initiative is designed around business impact, operational fit, and measurable results; not experiments.
Clean data, scalable platforms, and secure environments come before training or deployment.
Our specialists integrate AI into products, platforms, and operations; not side projects.
Models are monitored, automated, auditable, and ready to evolve safely in production.
Performance improves through real usage, feedback loops, and retraining; not assumptions.
CASE STUDY HIGHLIGHT
Harvard Business Publishing (HBP) is a global leader in business education and leadership development content. As their digital platforms grew in complexity, HBP needed a technology partner capable of modernizing their legacy systems and scaling delivery across multiple products and business units. unosquare became that long-term partner, helping HBP transition from monolithic applications to a fully modern, containerized cloud ecosystem.
Modernization transforms financial performance