What We Do
AI Consulting & Custom AI Builds for Real Businesses
We work with small and medium businesses to identify where AI can make a practical difference - and then build the thing that makes that difference. Not reports. Not roadmaps. Working software.
Four Things We Actually Build
Every service starts with a conversation about your specific situation. We don't apply templates - we identify what's practical for your context and build that.
AI Use Case Discovery
A short, focused engagement - typically one to three sessions - to map where AI can genuinely reduce friction in your business. We look at your current workflows, identify the repetitive and time-consuming tasks, and give you a clear, honest picture of what's worth building and what isn't.
The output is a concrete recommendation, not a generic strategy document. You walk away knowing exactly what to build first and why.
- Workflow and process review
- Prioritised list of practical AI opportunities
- Honest assessment of effort vs. impact
- No commitment required beyond the discovery itself
Custom AI Assistants & Agents
We design and build AI agents tailored to your business - not off-the-shelf chatbots, but purpose-built assistants that connect to the tools you already use and handle the tasks that are currently eating your team's time.
We've built agents that manage email and calendar, chase documents, answer questions about uploaded files, handle WhatsApp messages, and coordinate tasks across Google and Microsoft environments. We build what your business actually needs, not what a vendor's demo shows.
- Agents connected to email, calendar, and task tools
- Voice and WhatsApp interfaces where useful
- Google Workspace and Microsoft 365 integration
- Deployed on cloud infrastructure you control
Document Intelligence
If your business runs on documents - contracts, statements, reports, client files - there's usually a better way to work with them than manually reading through each one. We build systems that let you search, query, and extract information from your document library using plain language.
Ask a question, get the answer and the source. Works across PDFs, Word documents, scanned files, and mixed-format archives. Built using vector search and retrieval-augmented generation - the same approach used in enterprise document management tools, right-sized for an SME.
- Natural language search across your document library
- Supports PDFs, DOCX, scanned documents, and images
- Answers grounded in your actual documents, not general AI knowledge
- Secure - your documents stay within your environment
Data Pipeline & Integration
AI only works well when the data feeding it is clean, structured, and reliable. Many businesses have data scattered across spreadsheets, systems that don't talk to each other, and manual processes bridging the gaps. Before building anything clever on top, the foundations need to be right.
We build straightforward data pipelines that consolidate, clean, and structure your data - whether that's for feeding an AI system, powering a dashboard, or simply giving you a single source of truth you can trust.
- Data consolidation from multiple sources and systems
- Automated pipelines that replace manual data handling
- Cloud-based storage and processing
- Built as a prerequisite for AI, or as a standalone improvement
Small Engagements. Real Results
We don't ask for a six-month commitment before you've seen anything work. Every engagement follows the same simple structure.
Understand
We start with a focused conversation about how your business actually works - not an intake form, not a questionnaire. We ask the right questions and listen carefully. Most engagements are scoped clearly within one or two sessions.
Build
We build something small and specific - a working proof of concept or a production-ready first version, depending on what's appropriate. You see it running in your environment before anything else is discussed.
Evolve
If it's working and delivering value, we keep going. If something needs adjusting, we adjust it. You decide the pace. No retainers required to keep things running - we build things you can actually own and operate.
A Note on Scope
We're a small, focused practice. We don't take on everything, and we're deliberate about that. If a problem is genuinely too large or requires capabilities we don't have, we'll tell you directly rather than overpromise. What we do take on, we do well - and we build things that continue working after the engagement ends.
Not Sure Where to Start?
That's exactly what the discovery engagement is for. Tell us a bit about your business and where the friction is, and we'll take it from there.