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Case Study

Deep dives into publicly-reported AI wins and failures

Cover illustration for Uber exhausts entire 2026 AI budget in four months
Industry·Case Study

Uber exhausts entire 2026 AI budget in four months

Uber CTO reveals the company's 2026 AI budget is already spent due to high costs from Anthropic's Claude Code, highlighting financial risks of autonomous AI agents.

YUFAN & CO.
Cover illustration for How to Automate Operations by Removing the Cognitive Glue Trap
Guides·Case Study

How to Automate Operations by Removing the Cognitive Glue Trap

Learn how to eliminate manual data entry and scale operations using AI as a translation layer between messy human requests and structured API workflows.

YUFAN & CO.
Cover illustration for Eliminating the Blind-Routing Bottleneck: How Octopus Energy Scales Email Support
Industry Insights·Case Study

Eliminating the Blind-Routing Bottleneck: How Octopus Energy Scales Email Support

Learn how to build a generative AI triage system that eliminates the blind-routing bottleneck and automates 45% of customer email volume.

YUFAN & CO.
Cover illustration for The Raw-Pipe Illusion: Why Direct AI-to-Customer Connections Fail
Industry Insights·Case Study

The Raw-Pipe Illusion: Why Direct AI-to-Customer Connections Fail

Why connecting LLMs directly to your inbox is dangerous and how to build a multi-step verification chain instead.

YUFAN & CO.
Cover illustration for The Autonomous Procurement Squeeze: How Enterprise Bots Squeeze SME Margins
Industry Insights·Case Study

The Autonomous Procurement Squeeze: How Enterprise Bots Squeeze SME Margins

Enterprise buyers use AI agents to automate contract negotiations. SMEs must build defensive automation to protect their margins from these algorithmic procurement strategies.

YUFAN & CO.
Cover illustration for Klarna's AI Customer Assistant Processes Two-Thirds of Global Chat Volume
AI Trends·Case Study

Klarna's AI Customer Assistant Processes Two-Thirds of Global Chat Volume

Klarna's AI assistant now handles 2.3 million chats monthly, demonstrating how UK SMEs can use AI triage to resolve repetitive helpdesk queries while retaining human support.

YUFAN & CO.
Cover illustration for StratEdge Consulting Automates Core Operations with AI Agents and LLMs
Industry·Case Study

StratEdge Consulting Automates Core Operations with AI Agents and LLMs

StratEdge Consulting has integrated autonomous AI agents to automate multi-step workflows, showing UK SMEs how to replace manual admin with scalable operations machines.

YUFAN & CO.
Cover illustration for Virgin Media O2 AI Granny Wins Award for Trapping Scammers
Industry·Case Study

Virgin Media O2 AI Granny Wins Award for Trapping Scammers

Virgin Media O2 wins the IAB UK Joy of Digital Award for Daisy, an AI-generated grandmother that combats phone fraud by wasting attackers' time in long conversations.

YUFAN & CO.
Cover illustration for How to Use AI Workflows to Kill the Passive Renewal Tax
Industry Insights·Case Study

How to Use AI Workflows to Kill the Passive Renewal Tax

A guide on using n8n and Claude 3.5 Sonnet to automate supplier negotiations and stop margin bleed from automated price hikes in SME supply chains.

YUFAN & CO.
Cover illustration for Anthropic's Project Vend Shows AI Lacks Commercial Logic for Business Management
AI Trends·Case Study

Anthropic's Project Vend Shows AI Lacks Commercial Logic for Business Management

Anthropic's Project Vend experiment reveals AI agents struggle with economic reasoning and profit protection despite excelling at administrative tasks.

YUFAN & CO.
Cover illustration for Octopus Energy Automates 40% of B2B Emails via Kraken AI Platform
Industry·Case Study

Octopus Energy Automates 40% of B2B Emails via Kraken AI Platform

Octopus Energy has integrated generative AI into its Kraken platform to automate B2B supplier communications, handling 40% of inbound emails for procurement and vendor management.

YUFAN & CO.
Cover illustration for Bridging the Working Capital Air Gap with Agentic Finance
Industry Insights·Case Study

Bridging the Working Capital Air Gap with Agentic Finance

A technical guide on how UK consumer brands can use agentic finance systems and embedded capital to survive the cash flow valley of death between production and wholesale receipts.

YUFAN & CO.
Cover illustration for Closing the 30-Day Delay: How SMEs Can Mimic Revolut’s Real-Time Fraud Prevention
Industry Insights·Case Study

Closing the 30-Day Delay: How SMEs Can Mimic Revolut’s Real-Time Fraud Prevention

Learn how to build a real-time transaction monitoring system for your SME using n8n and AI to catch invoice anomalies before they hit your bank account.

YUFAN & CO.
Cover illustration for Beyond the Klarna Headline: Solving the SME Support Crisis with System Architecture
Industry Insights·Case Study

Beyond the Klarna Headline: Solving the SME Support Crisis with System Architecture

A guide on avoiding the context-free deflection trap by building deterministic AI retrieval systems using n8n and Claude to automate transactional customer service queries.

YUFAN & CO.
Cover illustration for ICO Fines Capita £14 Million Over 58-Hour Delay in Cyber Response
Industry·Case Study

ICO Fines Capita £14 Million Over 58-Hour Delay in Cyber Response

The UK Information Commissioner's Office fined Capita £14 million after a 2023 cyber attack exposed 6.6 million records due to failures in responding to high-priority alerts.

YUFAN & CO.