Luca

Luca

7 articles on BrightBit Digital

Abstract bar chart of Jev's accuracy rising with confidence, with a dashed 95% threshold line that only the top bar clears
AI Agents

How Many Examples Do You Need to Set Jev's Confidence Threshold? (Not 50)

We simulated 1,000 teams setting Jev AI's confidence threshold. With 50 labelled examples, 1 in 4 missed their accuracy target. Here's what works.

Luca7 min read
Abstract illustration: one message fanning out to 77 topic dots, most light (correct) and a few dark (wrong), from our Jev routing test
AI Agents

We Ran 3,080 Support Messages Through Jev: Accuracy, Speed, Cost and the Catch

Jev AI benchmark: TypeSafe Jev on 3,080 support messages, 77 topics. 81-89% accuracy, ~260ms, $0.07-0.27 per 1,000 - and where it slips.

Luca8 min read
Abstract illustration: a 'no' symbol beside ten tiles, representing ten jobs Jev is not suited for
AI Agents

When NOT to Use Jev: 10 Jobs TypeSafe's Decision Model Gets Wrong

Jev AI is fast and cheap, but TypeSafe's model has real blind spots. Ten jobs where you should keep an LLM, plain code or a human instead.

Luca8 min read
Abstract illustration: lines of text on one side and a cursor clicking a confirm button on the other, contrasting AI that writes with AI that acts
AI Agents

Agentic AI vs Generative AI: What's the Difference?

Agentic AI acts, generative AI creates. A clear comparison of how they differ, how they work together, and which one your business actually needs.

Luca5 min read
Abstract illustration: a circular loop of arrows with three steps, representing an AI agent planning, acting and checking
AI Agents

What Is Agentic AI? Meaning, Examples, and How It Works

Agentic AI explained in plain English: what it means, how it differs from chatbots, real business examples, and how UK companies deploy it in 2026.

Luca6 min read
Abstract illustration: one central connector with dotted lines to six different tools, like a universal port for AI
AI Agents

What Is an MCP Server? The Model Context Protocol, Explained

MCP servers explained in plain English: what the Model Context Protocol is, how MCP servers connect AI to your tools, examples, and why they matter.

Luca6 min read
Abstract illustration: a rigid decision tree of boxes beside a flexible network of connected nodes
AI Chatbots

AI Chatbot vs Traditional Chatbot: Which Is Right for You?

Compare AI chatbots and traditional rule-based chatbots. Learn the key differences, pros and cons, and which type suits your business needs.

Luca10 min read