bizzuka

On their own, employees take 19 to 24 months to get productive with AI. With training built around each role, @JohnMunsell says it's 2 to 3 months. On Expert in You with Ann Carden, he explains why accountants should learn AI as accountants. Full episode in replies. #AITraining

A prospect brief that @JohnMunsell estimates would take four people two weeks now takes him about 20 minutes. He told @DebraChantry on Better Business Better Life what the #AI brief found. Full episode in replies.

Your campus AI licenses went live. Usage shows a few power users and a lot of one-time logins. Access was the easy part. Faculty and staff need a plan that builds skills they can show and check, and IT is the right place to start. Link in replies. #HigherEd #EdTech

Picture every employee on a grid against 10 levels of #AI skill. @JohnMunsell told @DebraChantry on Better Business Better Life where most organizations cluster, and why an #AICouncil should retest quarterly. Full episode in replies.

Your AI dashboard shows 4,000 active users. Then the CFO asks what the license bought, and the room goes quiet. Logins prove attendance. Here’s a 4-step way for campus IT leaders to measure what staff can do with AI. Link in the comments. #HigherEdIT #AIinHigherEd

One audit of #OpenClaw's skill library flagged 341 of 2,857 skills as malicious. @JohnMunsell told @DebraChantry on Better Business Better Life why an employee testing agents at home can put your network at risk. Full episode in comments.

Most companies think #AIgovernance means tool access plus a policy document. @JohnMunsell told @DebraChantry on Better Business Better Life why that's lip service, and why governance should never rest on one person. Full episode in replies.

A leadership team wants a level 8 AI application. Its people are working at level 3 or below. @JohnMunsell told @DebraChantry on Better Business Better Life why hiring a vendor to close that distance usually backfires. Full episode in comments.

Teaching themselves, employees take about 19 to 24 months to reach level 6 AI proficiency. @JohnMunsell told @DebraChantry on Better Business Better Life that training can cut that to 2 to 8 weeks, and why it changes which projects you build. Full episode in replies. #AITraining

Most university AI councils spend year one approving software. Meanwhile, nobody’s settling grading rules, student data limits, or integrity policy. 4 seats on your #AICouncil can fix that. Find out who should fill them. Link in the replies 👇 #HigherEd #AIGovernance