Sourced pieces on what is actually happening with enterprise AI, automation, work, and economic security.
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Sourced analysis of what is actually happening with enterprise AI, work, automation, and economic security — and what it means for your organization, your rights, and your own footing.
Written for the people the technology is happening to, not the people selling it.
No fixed schedule, no urgency machine. You can leave whenever it stops being useful.
Confirm the opt-in email if your provider asks. Then watch for sourced analysis — nothing else.
Six beats, one question: what is actually happening, and what does it mean for real people, leaders, and organizations.
Most conversations about AI are driven by headlines, vendor marketing, and social media. The AI Ground Truth Survey collects first-hand experience from leaders, operators, consultants, and employees to understand what is actually happening inside organizations adopting AI.
Responses are analyzed in aggregate. Individual responses are never published without permission. Findings become articles, benchmark reports, briefings, and episodes.
Adapts to your role · About 5–8 minutes · Aggregate reporting only
Everyone who completes the survey gets a free copy of the report it produces — sent as soon as there are enough responses to say something honest.
Deeper reports, original research, and data analysis — built from survey responses and primary sources, not vendor decks.
Conversations with the people actually deploying, governing, and living with these systems.
The publication stays free. Contributions fund research, sourcing, and data analysis — they do not buy editorial influence, early access, or coverage.
Every piece, in full. The whole archive, open. This is and stays the default.
Funds sourcing, fact-checking, and the time it takes to verify a claim before publishing it.
Support the workFor readers who want the research program to grow faster — more survey analysis, more briefings.
Become a founding readerOne-time contributions welcome · Nothing published is behind a paywall · Contributions are not access
AI Ground Truth provides verified reporting, analysis, and practical interpretation of enterprise AI, work, economic security, and human agency. It exists because the loudest accounts of what AI is doing to work are written by the people selling it.
Published by Amanda Bruun, founder of HArtfull IQ. The editorial line is independent of the vendors, platforms, and consultancies covered here. Claims are sourced. Corrections are published, not quietly edited. Where a piece contains an affiliate link, it is disclosed at the top.
Every piece, in full, for free. One email when there is something worth sending — no fixed schedule, no urgency machine.
Confirm the opt-in email if your provider asks. Then watch for sourced analysis — nothing else.
