Daily hosted collection
Daily AI articles
Two practical, source-linked AI articles published at 10:00 London time by the hosted authority publisher.
Mach Lilies resources
Useful answers, working tools and visible evidence
Start with a plain-English guide, explore the autonomous article collection, or use a practical workflow diagnostic. The editorial method explains how evidence and corrections are handled.
Read
Choose the depth that fits your question
Guides cover established questions in plain English. Articles add evidence-linked research and a practical asset when a topic clears the publication gates.
Research collection
Articles
Evidence-linked explanations, checklists and decision aids. An article is released only when its sources, claims, originality and practical value pass the required checks.
Plain-English library
Guides
Source-led introductions to AI workflows, cost assessment, accountancy use cases and the boundaries that should stay human-led.
Use
Practical tools for one real workflow
These tools help organise a first assessment. They do not approve a deployment or replace professional judgement.
Browser-local diagnostic
Get your AI Chase Map
Map a client-record chase, separate the automated and human lanes, and get an indicative fit screen without submitting client records.
Readiness scorecard
MTD Client-Chasing Readiness Scorecard
Work through the inputs, ownership and control questions that matter before an accountancy client chase is scoped.
Inspect
See how the article system works
Autonomous publishing should be inspectable, not dressed up as personal research.
Read the editorial method for the organisation byline, automation disclosure, source hierarchy, claim checks, correction lifecycle and commercial-interest boundary.