Practical AI Solutions

Making Useful AI Simple

From conversational AI serving millions to machine vision systems processing thousands of images daily—we've been solving fascinating real-world problems with AI for 25+ years. Now we're bringing that passion and expertise to help your business transform repetitive tasks into intelligent workflows. Whether you're a startup or an enterprise, we make advanced AI accessible and practical.

AI That Works
Rapid Delivery
25+ Years Experience

About Fuzzy Logic

Fuzzy Logic - AI Services Company

Bristol-Based AI Experts

Making AI Accessible & Practical

Fuzzy Logic is a UK-based AI consultancy working with clients globally, making advanced AI technology accessible and practical for real-world business problems. With more than 25 years of hands-on experience building production AI systems—from the early days of machine vision and scientific imaging to today's world of large language models—we bring deep expertise without the complexity.

We support a diverse range of clients: from enterprise organizations requiring robust, scalable solutions to small and medium businesses seeking cost-effective AI automation, to software companies looking to integrate AI capabilities into their products. Our approach is simple: understand your challenge, deliver a practical AI solution, and ensure rapid, cost-effective implementation.

Whether you need to automate repetitive tasks, enhance your software with AI features, or transform manual processes into intelligent workflows, we combine cutting-edge AI technology with pragmatic engineering to deliver systems that perform reliably in production. Our work has served global organizations including United Nations, Intel, Verizon, United Healthcare, Lloyds Banking Group, MetLife, BT, Bayer, CBS, Jardines Group, Veterans Administration, Scottish Widows, UNUM, and Dubai Health Authority—as well as innovative SMBs and software houses across multiple sectors.

Practical AI Systems

Robust AI solutions designed for real-world use. From document processing and conversational interfaces to workflow automation—built to perform reliably in production with comprehensive testing and edge case management.

AI Automation & Integration

Transform repetitive tasks into AI-powered workflows. Whether automating manual processes, analyzing images and documents, or integrating AI capabilities into existing software products, we deliver practical solutions that save time and reduce errors.

25+ Years Experience

Built production AI systems since the late 1990s—from machine vision for production line inspection to today's LLM-powered intelligent agents. Experience delivering for enterprises, SMBs, and software houses globally.

Fast, Practical Delivery

We focus on pragmatic solutions that deliver value quickly. Rapid development cycles, cost-effective implementations, and systems designed to be simple for users while leveraging sophisticated AI under the hood.

Principal Consultant

DG

Dan German

Founder, Director & Principal Consultant

Leading Fuzzy Logic's technical vision and client delivery

Dan German brings over 25 years of experience architecting and delivering production AI systems for global organizations. As Principal Consultant at Fuzzy Logic and former CTO at CodeBaby, he has led technical strategy, team building, and client delivery—ensuring every solution meets the highest standards of reliability, scalability, and practical usability.

His expertise spans the full spectrum of AI technologies—from traditional machine vision and NLP to cutting-edge LLMs and agentic systems. Dan has served as technical leader on conversational AI platforms processing millions of daily interactions, built self-service AI avatar systems, and delivered custom automation solutions across banking, telecommunications, healthcare, education, and entertainment sectors.

Dan's approach combines deep technical knowledge with practical business acumen, ensuring AI solutions deliver measurable value while remaining maintainable, scalable, and—most importantly—simple for end users to operate.

Areas of Expertise

Strategic Technology Leadership
Conversational AI & NLP Systems
Machine Vision & Computer Vision
Platform Architecture & Integration
LLM Integration & AI Innovation
Team Building & Mentorship

Our Team

IL

Iain Lekie

Senior AI Developer

AI engineer with deep expertise in conversational AI systems and 18 years of experience. Based in Costa Rica, bilingual in English and Spanish. Understands the nuances that make AI systems truly reliable—from natural conversation flow to production safety. Makes complex AI approachable and practical for businesses.

AM

Adryann Milos

Senior Full-Stack Developer

Full-stack developer known for friendly enthusiasm and incredibly rapid development. Based in Dublin, fluent in Portuguese and English. Specializes in React and Node.js, turning ideas into working applications at remarkable speed. Expert at building scalable solutions quickly and efficiently.

Company Heritage & Leadership Experience

2024 - Present

Fuzzy Logic

Bristol, UK

After 25+ years building production AI systems—including a decade as CTO at CodeBaby serving Fortune 500 clients—established independent practice to bring practical AI expertise directly to businesses of all sizes, from startups to enterprises.

2014 - 2024

Chief Technology Officer

CodeBaby Inc (remote from Bristol, UK)

Led all technology strategy and delivery as CTO, building the company from a 3-person startup to an industry leader in emotionally intelligent digital avatars serving Fortune 500 clients. Architected the complete self-service platform (https://portal.codebaby.com) enabling users to create AI-powered avatars with custom knowledge bases. Scaled team to 50+ employees across 7 countries. Delivered live AI systems for CBS Big Brother 2024, Amazon marketing campaigns, and enterprise clients across healthcare, education, hospitality, and retail. Among the first 100 companies to commercialize IBM Watson. Integrated ChatGPT within days of its public release. Note: Fuzzy Logic was registered as a limited company in 2014, with Dan operating as CTO of CodeBaby through this company.

2012 - 2014

Lead Developer & Technical Architect

JLT Employee Benefits (now Mercer), Bristol

Senior technical leader for BenPal employee benefits platform. Led Flex-to-HTML5 migration, delivered pension modeling tools processing £2B+ annually. Managed cross-functional teams, reduced development cycles by 40% through TDD/CI-CD implementation.

2007 - 2012

Analytics Platform Lead

Creative Virtual Ltd (later Elzware)

Built enterprise analytics platform from concept to 100+ global users for leading conversational AI company. Created data mining and reporting tools that became central to sales strategy. Enabled real-time analysis of 50M+ customer interactions for major telecom and banking clients.

1998 - 2007

Machine Vision & AI Development

Various roles including Vision Base

Specialized in machine vision, scientific imaging, and early AI applications. Developed number plate recognition systems, CCTV video enhancement for law enforcement, production line inspection systems, and high-speed imaging analysis for scientific research. Built foundational expertise in computer vision, image processing, and real-time AI systems that informed future work in modern AI applications.

What We Do

Automate Repetitive Tasks

If it's repetitive and done on a computer, we can automate it with AI. Document processing, data entry, report generation, quality checks—transform manual workflows into intelligent automation that saves time and reduces errors.

Integrate AI Into Products

Help software companies enhance their products with AI capabilities. Conversational interfaces, intelligent search, image analysis, document processing, manual process automation, recommendation engines, predictive features—we integrate AI that gives your product a competitive edge.

Build Custom AI Solutions

Develop bespoke AI systems tailored to your specific business needs. Machine vision for quality control, intelligent document analysis, workflow optimization, custom automation—practical AI that solves your unique challenges.

Case Studies

From conversational AI avatars and live television systems to intelligent workflow automation and document processing—see how we've helped organizations of all sizes implement practical AI solutions that deliver real business value.

Technical Capabilities

We work with a wide range of technologies including (but not limited to):

Python JavaScript Node.js React LangChain OpenAI (ChatGPT) Anthropic Claude AWS GCP Docker Vector Databases Babylon.js

Let's Connect

Ready to explore how practical AI can transform your workflows, enhance your product, or automate repetitive tasks? Let's discuss how 25+ years of production AI experience can help your business.

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