Who is asking for a plan, and what they are hearing.

Anonymous counts from every plan we have written. Nothing here can be traced back to a person. Sources last checked May 2026.

16 plans written. First on 2026-05-04, latest on 2026-05-21.

Small sample. Read the bars below as a hint, not a fact, until we have at least 200 plans.

Where plans come from

16 plans across the archipelago.

Each pin is a Landas region. Pin size is proportional to the count of plans originating there. Hover to see the exact number. Drag to pan, double-click to zoom.

Who is walking through the door

Something else▮▮▮▮▮▮··············5 of 16

QA, team lead, supervisor▮▮▮▮················3 of 16

Non-voice / chat▮▮▮·················2 of 16

Voice CSR▮▮▮·················2 of 16

Content moderation▮···················1 of 16

Data entry / back office▮···················1 of 16

KPO, legal▮···················1 of 16

Voice TSR▮···················1 of 16

How readers describe themselves

Anxious veteran▮▮▮▮▮▮▮▮▮▮▮·········9 of 16

Mixed▮▮▮▮▮▮··············5 of 16

Displaced knowledge worker▮···················1 of 16

Opportunistic adapter▮···················1 of 16

Most recommended jobs

Conversational Annotator▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮····13 of 16

Data Annotator (Text/Dialogue)▮▮▮▮▮▮▮▮▮▮··········8 of 16

AI Content Moderator▮▮▮▮▮▮▮▮▮···········7 of 16

AI Quality Assurance Tester▮▮▮▮▮▮▮▮············6 of 16

RLHF Evaluator▮▮▮▮▮▮··············5 of 16

Multilingual LLM Reviewer▮▮▮▮▮▮··············5 of 16

Computer Vision Annotator▮▮▮▮················3 of 16

Prompt Engineer (Junior)▮···················1 of 16

Platforms most often recommended

Outlier▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮16 of 16

Welocalize▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮▮16 of 16

Appen▮▮▮▮▮▮▮▮▮▮▮·········9 of 16

Invisible Technologies▮▮▮▮▮▮▮▮············6 of 16

AI Resilience Score

11 scores computed at /ai.

How scored profiles distribute by tier

Worth reviewing▮▮▮▮▮▮▮▮▮▮▮·········6 of 11

Resilient▮▮▮▮▮▮▮·············4 of 11

Migration recommended▮▮··················1 of 11

Most common occupations on the score tool

Voice customer service (L1)▮▮▮▮▮▮▮·············4 of 11

Software developer (apps / web)▮▮▮▮················2 of 11

Software engineer (systems / infra)▮▮▮▮················2 of 11

KPO finance / accounting▮▮··················1 of 11

Content editor / writer▮▮··················1 of 11

Product manager▮▮··················1 of 11