Blog

Insights on AI chatbots, automation, and intelligent business solutions - from our team of AI engineers.

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Guides

Claude Enterprise Security and PII: What UK Businesses Need to Set Up (and What Stays Your Job)

Claude Enterprise security for UK businesses: settings to change, defaults that surprise, and how custom MCP servers keep PII off Anthropic's servers.

Dom19 min read
Abstract chart: one tall orange bar for Jev towering over four shorter bars for GPT, Claude and Gemini, showing decisions per second
AI Agents

Jev vs GPT and Claude: What the Independent Benchmarks Actually Show

Jev vs GPT and Claude on routing and prompt-injection tests: accuracy, speed and cost from an independent benchmark, checked against our own 8,654-message test.

Dom8 min read
Abstract illustration: code between curly braces with an arrow to a tick, representing a Jev API request and its typed answer
Guides

How to Use the Jev API: A Python Tutorial With Real Code and Real Responses

A practical Jev AI API tutorial in Python: your first call, yes/no and choice questions, confidence bands, batching and retries. Code we ran 11,000+ times.

Dom8 min read
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Guides

How to Use Claude Opus 5.5 Well: A Guide for Claude, Business and Claude Code Users

How to get more from Claude Opus 5.5: better prompts, effort levels explained, team project instructions and a ready-made CLAUDE.md for Claude Code.

Dom22 min read
Abstract illustration: coin stacks growing from a small orange stack for Jev to tall stacks for larger language models, showing cost per million decisions
Guides

Jev AI Pricing Explained: What 1,000 Decisions Actually Cost (With Real Numbers)

TypeSafe Jev pricing explained with real usage: $0.015 to $0.27 per 1,000 decisions in our tests, what drives the bill, and the costs nobody mentions.

Dom8 min read
Abstract illustration: messages falling into a bar split into blocked, human review and passed bands, sized to our 5,574-message spam test
Automation

We Ran 5,574 Messages Through Jev's Spam Check: What It Caught and What It Missed

We tested TypeSafe Jev as a spam filter on 5,574 real messages: 0.992 AUC, 0.19% false alarms at 0.9, $0.015 per 1,000. How to use it on enquiries.

Maya7 min read
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
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Guides

Is Jev Safe for UK Businesses? GDPR, US Hosting and Uptime, in Plain English

Is TypeSafe's Jev AI safe for a UK business? GDPR, US hosting, data retention and the missing uptime guarantee, explained in plain English.

Maya8 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: four steps rising to a flag, representing a step-by-step AI agent implementation path
AI Agents

AI Agents for Business: A Practical UK Implementation Guide

How UK businesses actually deploy AI agents: use cases that work, costs, timelines, security, and a step-by-step path from idea to production.

Maya6 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
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Guides

Claude A to Z: 26 Best Practices for Getting Better Results, in Plain English

A plain-English A to Z of Claude best practices: how to brief it, check its work, protect your data and save hours each week. No jargon, just habits that work.

Dom10 min read
Abstract illustration: two chat bubbles in conversation, one light and one orange
AI Chatbots

What Is an AI Chatbot? Complete Guide for UK Businesses

Learn what AI chatbots are, how they work, and why UK businesses use them to cut costs and improve customer service. A complete guide from BrightBit Digital.

Dom9 min read
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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
Abstract illustration: a messy pile of support tickets turning into neat, sorted rows
Automation

How AI Digital Agencies Are Transforming Customer Support

Discover how AI digital agencies help UK businesses transform customer support with chatbots, automation, and intelligent systems that cut costs.

Maya9 min read
Abstract illustration: an orange price tag with a chat bubble on it
AI Chatbots

How Much Does a Custom AI Chatbot Cost in 2026?

AI chatbot pricing breakdown for UK businesses. Learn what affects cost, typical price ranges, and how to budget for a custom AI chatbot in 2026.

Dom7 min read
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AI Chatbots

How to Choose an AI Chatbot Agency: A Guide for UK Businesses

Choosing the right AI chatbot agency is critical. Learn what to look for, questions to ask, and red flags to avoid when selecting a UK AI partner.

Ava9 min read