
Exploring the boundaries of AI
Discover the Future of Work Automation
Exploring the Boundaries of AI
Join us on an exciting journey as we explore how Large Language Models and AI can revolutionize your business processes. Together, we'll discover cutting-edge ways to automate tasks, boost efficiency, and transform the way you work in this rapidly evolving landscape.
Through practical examples and real-world applications, we'll demonstrate the power of AI in action. Whether you're looking to streamline workflows, enhance data processing, or build intelligent tools, we're here to help you navigate the future of business automation and unlock new possibilities.
12 Days of AI Insights

Day 12: What We've Learned and What's Next
Reflect on our 12-day journey exploring AI's transformative potential in business. Discover key takeaways and practical next steps for implementing AI in your organization.
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Day 11: From AI Tools to Business Outcomes – A New Mindset
Discover how shifting from a tools-focused to an outcomes-focused mindset can transform how your business leverages AI. Learn practical strategies for achieving measurable results with AI implementation.
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Day 10: Let AI Handle What You Don't Like
Discover how AI can take over administrative tasks for small businesses and tradespeople, letting you focus on what you do best while reducing the paperwork burden.
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Day 9: What Can AI Agents Achieve for Your Business Today?
Discover practical applications of AI agents in business today, from customer service to data analysis. Learn how these autonomous systems can deliver immediate ROI through real-world examples.
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Day 8: The Evolution of AI: From Prompts to Fully Autonomous Agents
Explore how AI is evolving from simple prompts to fully autonomous agents. Learn about the six core LLM capabilities and how they combine to create powerful AI systems.
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Day 7: Behind the Scenes: How We Built the AI-Powered Restaurant App
Dive deep into the technical details of our AI-powered restaurant recommendation app. Learn how we use LLMs, embeddings, and data processing to create personalized suggestions.
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Day 6: A Restaurant App That Knows What You Want
Discover how AI can transform restaurant recommendations by understanding your preferences and context. See our demo of a personalized restaurant finder that explains why each suggestion is right for you.
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Day 5: AI That Knows You: The Future of Personalized Recommendations
Explore how AI can transform personalized recommendations and learn about our journey building an AI-powered restaurant review app that adapts to your preferences.
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Day 4: What's Hidden in Your Data?
A teaser exploring how AI can unlock value from unstructured data in your business. Discover the potential hiding in your emails, documents, and datasets.
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Day 3: How AI is Transforming the Way We Work
Reflect on the rapid evolution of AI and its transformative potential in our work and lives. Join us on Day 3 of exploring AI's impact.
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Day 2: Transforming APIs into Conversational AI
Explore how combining AI with APIs can turn technical systems into intuitive, user-friendly experiences. Discover a conversational AI bot that brings trading data to life.
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Day 1: Why today's tech opens endless possibilities
Discover how Large Language Models are transforming technology, from understanding language to automating tasks, and join me on a 12-day journey exploring AI's practical applications.
Read moreAI Stories
✓ Automated Invoice Processing & Data Enrichment
Challenge: Processing supplier invoices manually with significant time spent on data entry, verification, and supplier research.
Solution: Built an AI system using Large Language Models and OCR to intelligently extract invoice data, automatically match suppliers, and enrich with detailed information from the web.
Results: Reduced manual processing time from minutes to seconds per invoice, and adding valuable specific supplier insights for better decision-making.
✓ Automated Technical Sales Support
Challenge: A specialized business faced inefficiencies in its sales process, with the team spending up to 50% of their time answering repetitive, technical questions about complex products. This essential but time-consuming work limited their ability to focus on lead generation and deal closure.
Solution: Developed a custom automation system powered by AI and tailored to the company's proprietary knowledge and documentation. The system automated responses to frequently asked questions, maintaining the depth and tone expected by customers, and was implemented within just two weeks.
Results: Reduced time spent on technical inquiries by 50%. Freed up 7 extra days per month per team member for growth-oriented activities like acquiring new customers and closing deals. Enabled a more efficient and focused sales workflow without the need for additional resources.
Hands-on Examples
Trading Bot
Analyzing trading data and market trends requires processing vast amounts of information quickly and accurately.
Create a flexible AI assistant that can be customized with a user-defined UI to analyze trading data, answer questions, and provide insights in real-time.
This solution utilizes an API for real-time trading data and a library to display charts, all integrated through LLMs.
How LLMs Work
Understanding the inner workings of Large Language Models can be complex and overwhelming.
Interactive visualization that breaks down how transformers and attention mechanisms work in LLMs.
Document Classifier
Managing and organizing large volumes of documents manually is time-consuming and error-prone.
Create an AI-powered system that automatically categorizes documents based on their content and metadata.
Contact Us
Interested in a pilot project? Have a task you want automated? Use the form below to get in touch or sign up for updates.
About Me
Hi, I'm Jonathan. I'm passionate about leveraging AI to solve real-world business challenges. With years of experience in engineering and automation, I'm here to help you discover how these technologies can transform your workflows and boost your efficiency.