Conversations read per week
6 Jul to 21 SepBeyond a plain chat
Operating at a Proficient level · step 3 of 5 · 0.4 points from Advanced
Clear workflows. Context builds across sessions and outputs are used consistently, with one or two dimensions still weak.
6.6
/10
How Aisha works with AI
Aisha keeps a project per process, so the AI never starts from zero. The onboarding project holds the checklist, the owners, and every past exception. Careful, steady work that ships as tools the team uses every week.
Professional background
People operations partner for the sales and operations teams. Five years in HR, the last two running onboarding. Answers policy questions for 120 people.
AI fluency · five dimensions
Read from the conversations Aisha really had with an AI assistant, every one of them, not a quiz or a self-assessment. Click a dimension to see what it measured and what the read found.
6.6 /10
Operating at a Proficient level
Read from 70 conversations, 1 July to 30 September 2026. Strongest on Diligence, with Delegation the dimension to grow.
Diligence leads. Aisha checks every policy answer against the handbook paragraph it came from. The answer bot now cites that paragraph by default.
Delegation has the most room. Aisha uses the AI for answers and checklists. The first draft of the monthly people report is a natural next job to hand over.
How clearly they specify what they want: goals, constraints and examples.
Briefs are clear about the task and lean on the project for context. Tone and audience are often left out.
Scored 5.8 on the first read and 6.4 on the latest.
Shared with the company
What Aisha built and shared. Every card links to the company library.
Policy answer bot
Answers handbook questions with the paragraph the answer came from.
Aisha Mahmood PeopleOnboarding checklist
One checklist per new hire that assigns each step to an owner.
Aisha Mahmood PeopleTools and platforms
Everything Aisha builds and thinks with, grouped by job. A pink mark means it was found in a repository or archive; a dashed mark means it was listed on a project.
