Where the evidence repeats, we build the product.
The free tools and research lead here — to practical, recurring products, not one-off advice. GuardianStack is the built proof; the rest emerge where the workflow evidence repeats.
Start free. No login, no cost.
Orientation first — see the lab’s thinking before you ever talk to us.
Business Friction Scan
A free, source-backed read of where a business leaks trust, demand, speed or margin — with the single highest-value fix first.
Run a free scan →Private betaWorkflow simulators
Short, sector-specific friction estimators that show where AI genuinely fits a workflow. Currently 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 the briefings →Built to keep, not bill by the hour.
The products the research justifies — subscriptions and tools, anchored to real, repeated workflow pain.
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 GuardianStack →In development · waitlistCompliance 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.
See it work + join waitlist →In developmentSector workflow tools
Focused workflow tools, each one earned by a pattern that repeats across enough businesses to justify building it.
See the sectors →SelectiveWorkflow pilots
A small, decision-led first engagement that maps one workflow and tests whether a recurring tool should exist.
Build with us →Not sure where AI fits your business?
Run the free scan, or map a workflow with us. Small, useful, decision-led.