AI & Intelligent Automation
AI consulting for UK small businesses. Two distinct services: NLP solutions that simplify text-heavy workflows, and internal AI assistants that help your team find answers in your own documents. Practical AI tools for SMEs—no hype, just useful systems.
Lightweight NLP Solutions
We build text-processing tools that help teams organise, search, and act on written information.
The Problem
- Written feedback is hard to summarise consistently
- Manual categorisation is slow
- Documents are difficult to search properly
- Teams lose time reading and triaging repetitive text inputs
What You Get
- Text processing workflow
- Label set or classification scheme
- Search or retrieval interface
- Human review workflow where appropriate
What NLP Tools Can Do
- Group customer feedback by theme
- Route incoming emails by topic or urgency
- Search internal documents by meaning, not just keywords
- Extract common issues from support notes
- Categorise complaints or enquiries automatically
- Summarise survey responses
Value: Makes text-heavy workflows faster, more consistent, and easier to scale.
What We Need From You
- Example text data (emails, feedback, documents)
- Desired categories or outputs
- Human review criteria
- Access rules for documents or messages
Internal AI Assistants
We build internal assistants that help your team find answers inside your own approved documents. Grounded, cited, and narrow—not a free-form AI that makes things up.
The Problem
- Information exists but is hard to retrieve
- Teams waste time searching through folders and PDFs
- Knowledge is trapped with a few experienced staff
- Generic AI tools hallucinate or answer without source grounding
What You Get
- Controlled document ingestion pipeline
- Retrieval interface or chat interface
- Citation/source display with every answer
- Human review guidance and usage policy
What Internal Assistants Can Do
- Ask questions about company SOPs
- Search policies and procedures
- Find technical guidance in manuals
- Draft outputs from approved templates
- Support onboarding with consistent answers
- Retrieve estimating rules or sales guidance
What Makes This Different
- Grounded: Answers come from your approved documents, not the internet
- Cited: Every answer shows where it came from
- Narrow: Scoped to your knowledge base, not general-purpose chat
- Reviewable: Built with audit and oversight in mind
Value: Saves search time, improves access to internal knowledge, and helps teams use existing documents more effectively—without pretending the system replaces staff judgment.
What We Need From You
- Approved document set (SOPs, manuals, policies, templates)
- Folder structure or source inventory
- Rules on what can and cannot be used
- Review and escalation expectations
Our Approach to AI
We focus on practical AI that solves real problems—not impressive demos that don't work in production.
Business-First
We start with your workflows, not the technology.
Right-Sized
Solutions scaled to your needs and budget.
Integrated
AI that works with your existing systems.
Maintainable
Tools your team can use without data science expertise.
Ready to explore practical AI for your business?
Book a discovery call to discuss how intelligent tools could work for your operations.