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AI Integration Consulting
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AI Integration Consulting
At the heart of every transformative digital initiative lies a simple question: How can we make our business smarter? At SolBricks, AI isn’t a buzzword - it’s a tool we masterfully apply to real business challenges. We’ve spent years learning, educating ourselves, understanding business domains and merging AI technologies to deliver custom solutions that create measurable impact.
We don’t just integrate AI - we integrate the right AI and right where it’s needed.
We don’t just integrate AI - we integrate the right AI and right where it’s needed.
We partner with mid-sized and large enterprises to design and implement practical, scalable, and cost-effective AI-powered systems. Whether you're exploring automation, predictive analytics, failures prediction, anomalies detection, legal document analysis, or generative assistants - we’re the team that makes it happen.
What We Do
Not every system is ready for AI. We assess your data infrastructure, workflows, business processes and pain points to build a practical roadmap for integration.
AI Readiness and Implementation Audits
We build and deploy scalable AI microservices that plug directly into your existing systems, whether you're on Azure, AWS, on-prem or hybrid environments.
AI Integration & Deployment
From Retrieval-Augmented Generation (RAG) and cloud LLMs to MCP clients and servers implementation - we design systems around your reality and within your restrictions.
AI Architecture Design
AI is evolving and your business is transforming thus we monitor, retrain, and evolve your models to keep them aligned with your changing business.
Iterative Optimization
Our services include:
Real Results. Real Clients.
We’ve helped businesses across industries and countries turn AI hype into operational success:
We designed an ML-powered anomaly detection system for railway engines - analysing sensor data (e.g., exhaust belt temps, humidity, throttle) to forecast failures. The result? Fewer breakdowns, less downtime, and significant cost savings.
Tech stack: CNTK, MXNet, H2O.ai, Accord.NET, Azure
Predictive Maintenance Planning for the Rail industry
Built for a major law firm, this AI assistant processes complex employment queries in seconds. We structured legal knowledge, connected legislative documents with prior cases, and enabled RAG + LLM for accurate, explainable legal responses.
Tech stack: Python, FastAPI, PostgreSQL, ElasticSearch, ChatGPT-4o-mini, LLaMA 3.1
Law Assistant
We developed a smart system to review legal contracts for tax compliance. Using a combination of LLMs and structured knowledge bases, the platform highlights risky clauses and suggests safer alternatives.
Tech stack: Includes MongoDB, FastAPI, Swagger, CI/CD via GitLab Runner
Contract Risk Analysis
We have developed our very own successful and proven Analytical Consultancy Framework that allows us to combine our knowledge in Tech, Business and Domain providing a unique combination of skills allowing us to bridge the gap between business and data science. The main pain of “Tech not understanding Business” is solved - we do understand you fully because our people speak both these languages.
Why Clients Trust Us
We Speak Tech, Business, and Domain
Azure, AWS, Google Cloud or On-Prem solutions - we do it all. We will not try to persuade you to use a solution just because we know it - we will follow your needs.
Not Vendor-Lock-In
We don’t just audit or consult - we actually build. And we leave behind clean, documented, maintainable solutions.
From Idea to Deployment
With delivery experience in the UK, US, Poland, France, and Central Asia, we understand cross-border complexity and localisation.
International Presence, Local Understanding
Ready to Explore What AI Can Do for You?
We’re not here to push AI - we’re here to help you use it well. Whether you're starting with a proof of concept or scaling enterprise-wide automation, our team will guide you with clarity, honesty, and technical depth.
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Poland, Warsaw, Młynarska 12, 01-205
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