AI for the Rest of Us · UK SMEsYou’ve heard of AI. We show you where it fits your business.
Start with a free 30-second scan — a plain-English, source-backed read of where your business is leaking trust, demand, speed or margin, and the single highest-value fix to make first.
No login, no cost. Not consultancy — orientation first, practical products when you’re ready.
See how AI tools come together across a real journey.
Pick a journey. Watch each stage hand off to the right AI tool class — and where the human stays in control. The aha: AI isn’t one magic button; it’s a few tools, well-placed.
A 38-question security questionnaire lands
Each obligation matched to your own evidence, scored for confidence, gaps surfaced — you sign off.
Hours → minutes. A reusable, source-linked pack — accountability intact.
→ See the Compliance Evidence PackEvery recommendation is traceable to evidence.
Signal
What changed in AI?
Sector
Who feels it first?
Workflow
Where’s the drag?
AI pattern
Which tool fits?
Product
What’s worth building?
AI is reshaping the work across sectors.
We map where AI is changing real UK SME workflows — sector by sector, with new ones added as the research deepens.
Try the lab free. No login, no cost.
Interactive diagnostics anyone can run — orientation first, products when you’re ready.
Business Friction Scan
A free, source-backed read of where your business leaks trust, demand, speed or margin — highest-value fix first.
Run a free scan →Private betaWorkflow simulators
Short, sector-specific friction estimators that show where AI genuinely fits a workflow. In private beta — ask us to run one for your sector.
Talk to us →Free · WeeklySignal briefings
AI workflow disruption translated into sector decisions: build, watch, scan or ignore.
Read briefings →Where the evidence repeats, we build the product.
The free tools and research lead here — to practical, recurring products, not one-off advice.
GuardianStack
Our live product. A free compliance & trust check for UK SMEs — scans your website for GDPR/ICO gaps in 20 seconds, then four AI agents handle DPAs, cookies, retention and policy reviews.
Explore →In developmentCompliance Evidence Pack
Answer security questionnaires in minutes, not days — AI assembles the evidence source-linked, you approve every gate, and a reusable evidence library compounds with each pack.
Explore →DiagnosticBusiness Friction Scan
An outside-in assessment of trust, revenue, workflow and customer-journey friction before committing to automation spend.
Explore →In developmentSector workflow tools
Focused tools shaped by sector briefings, workflow maps and real pilot conversations — never generic AI demos.
Explore →AI signals, translated into workflow decisions.
Every briefing separates the source fact, the commercial meaning, and our view — build, watch, scan or ignore.
Why document-heavy workflows are the first real AI wedge for traditional SMEs
Most SME AI advice tells you to buy a brain; the first payback is buying back the hours around the brain — and almost everyone gets that sequence backwards.
Explore →Existing Spend → AI Price Collapse: compliance evidence packs
Compliance-heavy SMEs do not pay to be compliant once; they pay to re-prove it over and over. AI is collapsing the price of the proof, not the price of the responsibility.
Explore →Accountancy onboarding: why intake quality matters before AI automation
Every practice already does the hard part of onboarding — the judgement — then loses the value by storing the inputs as scattered emails and half-remembered calls. The bet: fix your intake structure first and you will get more from onboarding AI in six months than the practice that buys an onboarding bot first.
Explore →Selective workflow pilots, where the evidence backs it.
Small, useful, decision-led. We map one workflow, test a controlled improvement, and learn whether a recurring tool should exist.