Turn experience and feedback into a development plan
Help an employee explore their next role and identify a manageable sequence of skills to develop.
A FIELD GUIDE TO AI AT WORK
Good ideas. Better workflows.
Practical recipes for the work your business does every day.
ESSENTIALS / THREE FOUNDATIONS
People. Projects. P&L.
Build the foundations with three practical skills.
Start with what your team does.
Choose your recurring activities to build a starting set.
Match an experience summary to role requirements
Compare target vacancies with a person’s factual experience to improve a professional profile or application.
Prepare feedback on suitable course assignments
Provide timely draft feedback on assignments that have clear evaluation criteria, with a tutor available for exceptions.
Standardize learning materials across a course catalog
Bring course outlines, quiz questions, and assignment introductions into a consistent format for editorial review.
Compare local markets using public business signals
Assemble public information about a geographic area to compare competition, customer experience, and potential business opportunities.
Build a small campaign site to test an idea
Use a coding assistant to create a focused landing page and registration path for an event or offer.
Build a daily editorial brief from multiple sources
Collect topic signals across the web, group them into themes, and give an editor a short list of timely story ideas.
Turn a successful static ad into a short video
Reuse the idea behind a working static ad as the starting point for a short animated variant. Generate a suitable still, compare motion treatments, then assemble the selected result with the advertising copy.
Create new campaign scenes from approved talent references
Generate additional images and short video scenes from an approved set of performer reference photos. This can support later creative variants when a campaign needs scenes beyond the original shoot.
Keep leadership commitments visible across projects
Maintain a working memory of projects, colleagues, and commitments. Use it to prepare a daily brief that highlights decisions waiting on the manager, dependencies, and useful follow-ups.
Rehearse stakeholder objections before a proposal meeting
Review a proposal through several stakeholder perspectives using known priorities and previous discussions. Use the simulated debate to uncover unanswered questions and improve the supporting evidence.
Run a supervised search for a better churn model
Let a coding assistant explore candidate prediction models against an agreed evaluation objective. Collect the experiment results and hand the selected model to engineers for validation and deployment review.
Prepare engineering requests across time zones
Use an assistant to collect work requests that arrive while an engineer is offline, identify bounded tasks it can prepare, and present proposed changes for review at the start of the next workday.
Use past post performance to plan new content
Build a periodic dashboard of your own social posts to identify promising topics and hooks. Use the findings to propose new experiments rather than repeat past posts verbatim.
Create a personal introduction video for a business advisor
Use an advisor’s public professional background to draft an introduction that the advisor can approve and share with their network. A founder described using an AI-assisted video for this purpose.
Edit expert posts using a style profile from past writing
Extract recurring stylistic choices from an expert’s own posts, then use that profile to edit new drafts while the expert remains the author.
Turn a trend brief into expert commentary
An agency described collecting recent industry signals, then asking clients to select stories and dictate their own perspective before preparing posts.
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