For UK businesses and charities

Your AI dream team.
They do the work.
You make the decisions.

Solve one stubborn problem, or add a team that improves your processes, keeps service consistent and takes on more work without more headcount.

We build decision-grade AI: answers your team can check, trust and act on.

Specialist

Fix one problem

This is the job your team does again and again. It gets done, but you know there must be a better way. It should not be this difficult, and it takes time you do not have.

We set it up so the work comes back finished, in your voice, ready for you to check and approve. You stay in charge of what goes out.

It runs like any other member of your team: clear steps, a record of what was done, and your approval before anything leaves. The first fix can be with you this week.

Book a free call
Generalist

Add an AI team

This is the dream team on the work you already do, and on the work you have not had the people for. Sales, service, ops, IT or admin.

The report is ready. The follow-up is written. Same standard every time, and you make the decisions. Your people spend the hours on the work that needs them.

We start by agreeing which jobs they take, which files they may use, and who checks the work. Then they begin with the work itself.

Most teams are in place within a fortnight, and they stay. You can give them another job whenever you are ready.

Book a free call
What changes

Your weekly reporting is getting an AI upgrade.

The work you already do, with an AI team on it.

Your systems stay yours. We just make them work harder.

  • Find the organisations that need what you offer, and why.
  • Answer staff questions from your own files, and show where.
  • Draft the reports, follow-ups and replies in your voice, ready to approve.
  • Run AI on your own system, in the UK, on your sensitive work.
  • Make the AI tools you already pay for show up in the work.

Less copy and paste, more decisions.

Book a free call

Not sure where to start? Book the free call anyway. You'll leave with one job worth fixing.

Who we work with

SMEs, charities and not-for-profits stuck with slow processes, service that varies from day to day, or no capacity to take on more. Based in Wrexham, working across Wales and the UK.

SME B2B

Know who needs you before you pick up the phone

A team of AI agents finds the businesses that need what you sell, shows the evidence, and drafts the first message. You approve every one.

See how it finds leads
Charity

Use AI on sensitive client records, safely

Your data stays on your own UK system, under your control, with the retention you set. It's never used to train big-tech models, and staff only see what they're allowed to.

See how your data stays safe
Small teams

Take on more work with the same team

The reports, follow-ups and admin come back finished, in your voice, ready to check. Your people spend their hours on the work only they can do.

See what it can take on
AI level up

Get what you paid for from AI

You have the licences but the results are patchy. We find where it's falling short, set it up on your real work, and tell you plainly what to keep, fix or stop.

See how we fix it

Finding your next customer is getting an AI upgrade.

Opportunity Analyst AI market intelligence

It finds who needs you, with the evidence, before you lift the phone.

Opportunity Analyst maps what you actually sell and hunts the gaps in the market. You still make the call.

Every organisation comes with what it might need, why it could be a good fit for you, and where we found it. It’s researched, not a scraped list.

Less time chasing, more time delivering.

Offer model

Know what a good prospect looks like.

We define the evidence that suggests a business may need your help, then use those signals to guide the search.

Market review

Find the businesses most likely to need your help.

The AI analyst reviews your target market for visible gaps your offer can solve, scores fit for your team to review.

Governance check

Hold the line before outreach.

A second check flags UK marketing and data-protection considerations before any recommendation moves toward contact.

Outreach

Prepare the first contact properly.

Build the outreach angle, recommendation, timing and follow-up plan, ready for your team to approve before contact.

Evidence first. Outreach second.

Every opportunity shows the gap your potential customer has, the solution you can provide, and a bespoke outreach plan, with a clear evidence record behind each recommendation.

Ways to start

Choose the first step that matches your sales process.

From £950

AI Opportunity Snapshot

We map your offer, define the visible gaps worth looking for, then review a focused set of prospects to identify the clearest sales opportunities.

Start with a snapshot
From £1,950

Opportunity Analyst Sprint

We turn your offer into a repeatable AI opportunity model, score prospects against it, and prepare evidence-led recommendations your team can approve before outreach.

Plan a sprint
From £1,500/month

Monthly Opportunity Analyst

Ongoing opportunity analysis and contact-history discipline for a managed pipeline.

Discuss monthly support
Scoped separately

Hosted Control Room

A private approval workspace for teams that want to run the Opportunity Analyst process themselves.

Ask about hosted

Solutions

Pick the solution that goes to the heart of your needs.

These sit on your real work — files, inbox, reports — not a slide you have to implement later. Different jobs, same outcome: more gets done, and you still make the final decisions.

Adoption planning

AI Adoption Blueprint

One week. One live job. Not a 40-page strategy that dies in Drive.

Best for
Leadership teams that need policy, priorities and confidence before rollout.
First fortnight
Use-case shortlist, risk checks, tool rules and a practical adoption route.
Route
Usually starts with a fixed-scope Deep Dive or Sprint Week.
We build
A practical AI use policy, priority workflow map, risk register, approved-tool guidance and rollout plan.
Outcome
Staff know what is allowed, managers know what to check, and leadership can move without unmanaged AI sprawl.
Typical starting point

A board, senior team or founder wants AI adoption to be useful, controlled and explainable before staff start improvising with public tools.

Reporting and data

Information Into Action

The weekly report that used to eat Monday. Pulled from your systems, not rebuilt by hand.

Best for
Managers, finance teams and service leads who need clearer answers faster.
First fortnight
Pick one recurring question and build a controlled answer workflow around it.
Route
Scoped fixed price after the source data and review points are confirmed.
Plugs into
Spreadsheets, shared folders, CRM records, reports, databases, finance exports and approved views.
Outcome
Faster answers, clearer reports and less dependence on one person who knows where everything lives.
Typical starting point

A manager, trustee or funder asks a reasonable question, but answering it means opening five exports, three documents and last month's spreadsheet.

Discuss this starting point
Central business brain

The Vault

Ask once. The answer is from your files, with the page. Nobody rummages.

Best for
Teams that need one trusted place to ask, find and reuse business knowledge.
First fortnight
Choose the first knowledge set, tidy the structure and agree source and review rules.
Route
Starts as a curated knowledge proof, then grows into a governed business brain with a controlled learning loop.
Plugs into
Policies, procedures, project notes, board reports, service guides, reports, folders and approved reference material.
Outcome
Faster answers, less repeated searching and a knowledge system that gets stronger as your team uses it.
Typical starting point

The organisation knows more than it can easily use. The Vault brings that knowledge into one controlled place, then uses staff questions and reviewed answers to keep improving it.

See the files answer
Your system

Private AI Workspace

Use it on the real work — case notes included — on your tenancy, not someone else’s cloud.

Best for
Teams with confidential documents, internal guidance or stronger governance needs.
First fortnight
Define users, sources, permissions, model choices and human review points.
Route
Proof first, then production deployment once the boundary is trusted.
We build
A controlled workspace with approved knowledge sources, user permissions, review points and clear boundaries.
Outcome
Staff get safer AI support while managers keep visibility over sources, access and what should stay human-led.
Typical starting point

Policies, procedures, case notes, service evidence or internal guidance are useful, but the organisation needs tighter control over where that information goes.

See it on the real work
Everyday staff support

Staff AI Assistant

Blank page, gone. First drafts in your tone, from your last real work. You still edit.

Best for
Busy teams with repeat drafting, searching, summarising or preparation work.
First fortnight
Choose the first staff role, approved sources, output types and review rules.
Route
Role-based prototype, then extend to more teams once useful.
Helps with
Finding answers, drafting updates, summarising notes, shaping reports and preparing first drafts for review.
Outcome
People spend less time starting from a blank page and more time checking, deciding and supporting service users or customers.
Typical starting point

A team already uses Microsoft 365, shared drives, notes, policies or templates, but still wastes time finding the right wording or source material.

See the drafts
Process automation

AI-Ready Operations

The follow-up that used to live in someone’s head. Triggered, owned, done.

Best for
Operations teams where the process is known, but the handoffs are still manual.
First fortnight
Map triggers, decisions, owners, exceptions and the points AI can support.
Route
Workflow design first, then automation or agent support where it is safe.
We build
Documented workflows with clear triggers, owners, permissions, review steps and handover points.
Outcome
Smoother operations, fewer dropped tasks and a better foundation for useful automation or agent support later.
Typical starting point

Shared inboxes, forms, task lists, calendars or handovers contain the work, but the process is not yet clean enough for AI to help safely.

Map a workflow
AI staff team

Managed AI Staffroom

Best for
Teams that need more capacity but want governed assistants, not unmanaged tools.
First fortnight
Define the first AI roles, permissions, workflows, review points and operating rhythm.
Route
Starts as an internal pilot, then expands into a managed AI support model.
We build
A small, governed AI team around your approved tools: assistants for reporting, inboxes, documents, operations and staff support.
Outcome
Extra day-to-day capacity, clearer handovers and faster answers, with human approval and data boundaries built in.
Typical starting point

A leadership team wants the benefit of AI assistants across the organisation, but needs roles, permissions, supervision and governance before adoption spreads.

Add an AI team
Agent mentoring

AI Agent Coaching

The tools are in. They are not consistent yet. We tighten them.

Already on Grok, Copilot or Claude.

We show the team how to use it on the real work, to the same standard, with someone still approving what goes out.

Best for
Teams with prompts or agents that need sharper roles, better supervision and more reliable outputs.
First session
Review current agent instructions, workflows, examples, review points and where outputs are breaking down.
Route
Half-day clinic, full-day improvement session or follow-up mentoring for staff and operators.
We improve
Prompts, role instructions, handovers, examples, escalation rules, quality checks and reusable agent playbooks.
Outcome
Your AI tools become easier to brief, easier to correct and more useful in real day-to-day work.
Typical starting point

Staff are using ChatGPT, Claude, Copilot or custom agents, but results depend too much on who is asking, how they phrase the task and whether anyone checks the output properly.

Improve your AI agents
Recovery and reset

AI Rescue Package

You already paid. Make it show up on the floor.

Best for
Projects that have drifted, disappointed users or become hard to explain.
First fortnight
Review tools, costs, data flows, outputs, risks and whether to fix or stop.
Route
Short diagnostic first, then a clear recover, rebuild or retire decision.
We review
Tools, prompts, data flows, risks, costs, ownership, handover, staff confidence and whether the original problem still makes sense.
Outcome
A clear keep, stop, fix or rebuild recommendation, with a route back to controlled value.
Typical starting point

A pilot has drifted, a tool is not trusted, costs are unclear, or staff are unsure whether the system is helping or creating more work.

Rescue an AI project

Screenshots

What practical AI systems can look like.

Example interface patterns for model choice, organisational knowledge, staff support and agent supervision. The point is simple: useful AI should feel controlled, visible and close to the work people already do.

Insights

The other team is still guessing.

Short reads for the job that’s eating the week — then the line you can defend to the board.

Decision-grade AI

AI answers you can act on

Fast answers are easy. Answers you can stand behind are not. We set up AI that shows where each answer came from, when it applies, who can see it, what disagrees, and who signs it off.

Read insight · See how we fix it

Data protection

Can charities use AI with sensitive data?

Governance starts with approved sources, controlled flows and human review.

Read insight
Deployment

Local AI models vs cloud AI models

Use local and fixed-cost models where they fit, and cloud models where they earn their place.

Read insight
SMEs

How SMEs can reduce admin with AI

Look for the repeat admin, reporting and follow-up work already costing time.

Read insight
Governance

What trustees should ask before approving AI tools

A short board-level checklist for value, risk, cost, data flow and accountability.

Read insight

Common questions

Useful answers before we start.

The best first AI project is usually hiding in plain sight: a repeated task, a slow report, or a knowledge gap your team already feels.

Who does AIFor.Wales work with?

AIFor.Wales works with SMEs, charities and not-for-profits across the UK. We are based in North Wales.

What makes a good first AI project?

A good first project focuses on one specific bottleneck or uneven business process where a working procedure already exists, but still takes too much time, checking or handover.

Can AIFor.Wales work with the information we already have?

Yes. We will help you put existing information to better use, whether it sits in spreadsheets, documents, shared folders, CRM records, reporting exports or databases. The aim is clearer answers and less time spent chasing, copying and checking information.

What happens after a free AI Explorer Session?

We send a written next-step summary. It sets out the likely opportunity, the risks to check, and whether a packaged solution, focused prototype or deeper planning route makes sense.

Do we need to know exactly what we want before we talk?

No. Many organisations start with a rough sense that reporting, admin or knowledge work is taking too long. We help narrow that into one practical first project, with a clear scope, likely benefits and sensible next step.

How do you keep AI running costs under control?

We design around local or fixed-cost models first where they fit the task. Paid cloud models can still be useful for higher-thinking work, but we define when they are used, what they are allowed to process, and how costs are monitored before anything goes live.

Start here

Say what you need: dream team, troubleshooters or some help to get started.

We will point you at the right job: Opportunity Analyst, The Vault, Private AI or rescue. You’ll leave the conversation with a plan, not a brochure.

Email: hello@aifor.wales

Phone: 07404 692 110

Book a time: Pick a slot

Free 40-minute AI Explorer Session Phone or Teams No obligation

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