Flits provides professional LLM consulting and prompt engineering services in Manchester, helping organisations unlock the full potential of large language models such as ChatGPT, Claude, Gemini, and Mistral.
We guide teams from first experiments to fully operational AI workflows that are accurate, scalable, and tailored to real business needs.

Our expertise spans industries including technology, finance, education, media, and healthcare, enabling UK companies to adopt AI effectively, not experimentally.

What We Do

We help businesses in Manchester design, implement, and refine LLM-powered solutions that enhance daily operations and long-term strategy.
From prompt engineering and workflow automation to custom API integrations, we make large language models actually work in practice, not just in theory.

Our services include:

• Prompt Design & Engineering - crafting precise, context-aware prompts for reliable model performance

• AI Workflow Optimisation - embedding LLMs into existing business processes for measurable gains

• Model Evaluation & Benchmarking - testing performance across OpenAI, Anthropic, and other providers

• Data Integration & Security - connecting LLMs securely with your internal systems and datasets

• Workshops & Staff Training - enabling teams to use AI tools confidently and responsibly

We don’t just refine prompts, we build LLM strategies that scale, balancing automation, creativity, and compliance with UK data and privacy standards.

Why Choose Flits

Flits combines a deep technical understanding of LLMs with practical business insight.
Our consultants work directly with founders, teams, and executives to ensure every AI initiative supports a clear, measurable outcome, from customer experience improvement to internal document automation.

Unlike large agencies, our approach is lean, transparent, and focused. You’ll work directly with experts who understand both prompt architecture and business value creation.
That’s why startups, SaaS companies, and enterprise innovation teams across the UK trust Flits to bring clarity and consistency to their AI efforts.

Why Manchester

Manchester stands among the UK’s most dynamic technology and innovation hubs.
With its thriving startup scene, world-class universities, and growing AI community, it offers an ideal environment for responsible and high-impact AI adoption.

We collaborate with local companies, professional service firms, and tech organisations to implement secure, efficient, and compliant AI solutions that drive measurable business outcomes.

Whether your organisation is based in Manchester’s city centre, university district or other districts, we help you turn AI into sustainable performance.

Our Methodology

Every project follows a structured, transparent process:

1. Discovery - understanding your goals, data landscape, and workflows

2. Design - developing a tailored prompting and model strategy

3. Integration - connecting APIs, systems, and automations

4. Iteration - refining prompts and logic for consistent, high-quality results

5. Enablement - training your team to operate independently with AI tools

This end-to-end approach ensures your AI implementation is sustainable, ethical, and scalable.

Work With Us

If your organisation in Manchester is ready to move beyond generic AI tools and build something meaningful, Flits can help.
Get in touch for a free initial consultation and discover how large language models can create real, lasting business value.