ClarityWithin Context
Independent Research

Decisions rarely wait for the evidence to tidy itself.

Short, sourced briefs for people who have to commit before the picture is complete. Every claim tiered by the strength of the source behind it. Every gap in the evidence named, rather than filled with a number that sounds right.

Latest Signals

Enterprise AI

US enterprise market adoption

Same dataset, same quarter: US AI adoption reads anywhere from 19% to 60%, depending only on which firms you count. Your board pack quotes one end and calls it a reality check. Source: US Census Bureau AI supplement / Federal Reserve FEDS Note

Signal
Enterprise AI

Reading between the lines on Revenue trends

$39bn of "Agentforce revenue" turns out to be Sales Cloud and Service Cloud with a new label. The audited filing says so. The real figure is 1.9% of revenue. Source: Salesforce 10-K and quarterly filings

Signal
Enterprise AI

The skewed Accuracy <-> Reliability balance

The agent that can do a task often can't do it twice. Accuracy is climbing roughly seven times faster than reliability, and that gap is why the human never leaves the loop. Source: Princeton agent-reliability group; METR (Tier 1)

Signal
Healthcare

Notified Body capacity remains thin — medical-device AI assessment infrastructure still building

The extended deadlines buy time, but the infrastructure to certify MDAI products does not yet exist at scale. Companies that delay Notified Body engagement until closer to the deadline will likely hit the same queue problem regardless of when the legal obligation falls.

Signal
Intel Signals — Decision-grade research, sourced