Guides
A practical guide for content teams, comms, HR, legal and publishing workflows using AI. This guide helps teams define simple labelling rules for AI-generated and AI-assisted content. It is not legal advice.
Signals
Labelling becomes a workflow problem: it needs memory, ownership and simple rules before the final document gets shipped or implemented. AI labelling is not just about putting a sticker on the finished thing.
The Chaos
Discovery: AI said it saved time, but the second machine started printing review notes. The Blue Blob has located the work created from the time saved.
Guides
AI Workload Waste Audit: a practical check for extra review tax, rework, reruns and the hidden labour around AI outputs. This guide helps teams compare the visible AI benefit with the hidden labour sitting around it:
Signals
AI may not be saving work if it creates more work scope to supervise to increase confidence. The saving may not be real until the review, rework and approval work are counted.
The Chaos
Discovery: Inside existing databases, forms, reports, integrations and a few old workflows, a new addition, AI infrastructure is new resident.
Guides
A mature enterprise vendor known for databases, applications and old corporate systems now speaks loudly about AI infrastructure. This guide helps teams review vendor rebrands without becoming cynical or starry-eyed.
Signals
A mature enterprise vendor known for databases, applications and old corporate systems now speaks loudly about AI infrastructure.
The Chaos
The discovery is the cloud that requires power cables, water pipes, cooling units, backup generators, and an electrical substation, to function. What does this mean for the cloud?
Signals
Digital convenience hides physical inputs until demand grows large enough. The cloud is still on Earth linked to data centres, power contracts, cooling systems, grid queues, land, water and capital.
Guides
More prompts, models, agents and automation mean more compute. If a digital service promises endless scale, ask what real-world inputs it needs to keep running.
The Chaos
The discovery is the same energy appears to have been re-discovered again but with a bigger market story. AI Total Addressable Market growth opportunity is currently hot.