Technology Fast 50 Case Studies
Agentic AI customer
success stories .
Production systems with measurable ROI — mid-market companies, real workflows.
21 case studies
Industries
Business Functions
Engineering a zero-hallucination agentic RAG system for clinical triage guidelines
The STCC telehealth triage guidelines are used by thousands of nurses at hundreds of healthcare facilities around the world, marking STCC as the gold standard in the industry.”
Agentic AI in Saudi Arabia's Ministry of Municipalities and Housing procedures
Coming soon…
Multi-Agent financial coach and assistant
Transforming price estimation and customer support with Agentic AI
Engraved Die Manufacturer
Multilingual AI Agent-powered Chatbot Supporting Journalist Training
The team at Vstorm was very helpful, their insight and experience helped us greatly in our project. They were very professional at every step of the way and made the whole process feel seamless. They made sure that every step between defining the scope and receiving the final product was smooth without adding any burden to us”
Reducing costs in packaging industry with Agentic AI
Coming soon…
Intelligent automation with actionable AI Agents for the US telecommunication company
US Telecommunications Provider
Agentic AI support in research on investment funds and asset management products
Coming soon…
Advanced RAG Engineering for real estate due diligence AI Agent
We are performing due diligence on a 90-acre land, which includes creating a detailed sketch plan and meeting with multiple consultants. By leveraging Mapline's insights, we can streamline this process, potentially saving $2,000–$3,000 while significantly boosting efficiency.”
Agentic AI in bringing visual order to public spaces
Undisclosed
Multi-channel AI Agent for personalized appointments in Healthcare
US Healthcare (Medicare Advantage)
Agentic AI claim processing: from hours of manual review to minutes of verified analysis
Undisclosed US Healthcare Insurer
Supporting backoffice operations in manufacturing with Agentic AI
Coming soon…
From Single Agent to Hybrid Agent-Graph Architecture: Our Journey with Pydantic AI and Text to SQL
US Manufacturing Company
Automated data scraping platform powered by AI and LLMs
Swapping Iron; making AI code designed from Nvidia run on Intel Gaudi
RAG: Automation e-mail response with AI and LLMs
Applying Agentic AI support in real estate management
Coming soon…
Text Summarization: Content automation for rentals using LLMs
Fight against diabetes with data and advanced AI
Mapping out architecture for Machine Learning-based software
Working with the Vstorm team was a really positive experience for us. They quickly understood what we do, what challenges we face, and where we want to go. The workshop was super focused, full of good questions and fresh ideas - it helped us organize our thoughts and plan the next steps in a way that actually makes sense. I appreciated how pragmatic and honest the whole process was. I'm excited to see how the ideas we developed together will shape the future of our software and products.”
Reduced time-to-market with hyper-automated reports using AI Translation with LLMs
The Vstorm team is very systematic when it comes to producing their deliverables. They are transparent with all of their tasks and when a problem arises, each member is willing to work overtime and weekends to ensure that it gets solved as quickly as possible.”
LLM-powered voice assistant for call-center.
Call Center
Collaborative Conversational AI assistant with automation
California-based Web Annotation Startup
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PydanticAI
Top 10 open source agentic AI companies and contributors in Europe 2026
Europe has quietly become a centre of gravity for open source agentic AI. This guide ranks ten European contributors, eight companies and…
Agentic AI
From RPA to agentic AI: rebuilding the revenue cycle
If you lead a healthcare operations or revenue cycle team, you almost certainly already run automation across your claims processes. The…
Open Source
Adding Monty: a lightweight sandbox for model-written Python
Most agentic systems eventually need to run code the model wrote. The real question is not whether to allow it, but how much machine to…
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