Four illustrative practitioners appear across the 14 weeks. None is a real person. Each represents a different sector with a different risk profile and a different audience to protect. You'll see them working on the same construct in the same week, producing different specifications because their contexts differ. You are not asked to identify with any one of them. They are a calibration range. Same framework, different applications.
Senior Communications Manager · Regional public health authority
Public health information, screening campaigns, behaviour change programs, and consumer-facing clinical-adjacent content.
Audiences: the general public, people in screening pathways, communities in health priority groups.
Health practitioner advertising rules. Therapeutic goods communication standards. Health data privacy law. Sector-specific public health communication standards.
Downside: regulatory action, reputational damage, and coronial implications where information is materially misleading.
AI drafts plain-language content from clinical sources. Segments audiences for screening campaigns. Mediates how her content surfaces in AI-generated search summaries she did not commission.
Calibrate to Aisha when your work touches clinical-adjacent communication, behaviour change in priority populations, or any context where misleading content can cause direct harm.
Compliance Communications Lead · Mid-size bank
Product disclosures, breach notifications, remediation communications, regulatory correspondence with affected customers.
Audiences: retail customers in difficulty, business customers, regulators reading over his shoulder.
Prudential operational risk rules. Market conduct and disclosure oversight. Anti-money-laundering communication obligations. Banking codes of practice. External dispute resolution.
Downside: regulatory action, customer redress orders, continuous disclosure failures.
AI drafts remediation letters. Personalises by product holding and segment. Triages incoming customer messages. Summarises long conversations for officers.
Calibrate to Daniel when your work involves customer communications under regulatory scrutiny, breach and remediation comms, or any context where the regulator is part of your audience.
Senior AI Governance Lead · Federal government agency
Citizen-facing services. Whole-of-agency AI policy, AI systems register, vendor commissioning, audit-readiness for AI-enabled functions including communications.
Audiences: citizens accessing services, the agency's risk committee, sector regulators, parliamentary scrutiny, and (where relevant) coronial or judicial inquiry.
National AI adoption guidance (Australia's October 2025 Guidance for AI Adoption in her case; equivalents elsewhere). Privacy law including automated-decision-making transparency obligations. International standards expected in procurement (ISO/IEC 42001, NIST AI RMF). Sector frameworks.
Downside: repeat of the institutional failures her role exists to prevent. Robodebt in Australia, the Horizon Post Office scandal in the UK, the Dutch toeslagenaffaire, automated benefits failures in the US. The recurring pattern her work is structured against.
AI in content production across comms teams. AI in workflow tools. AI in moderation and triage. AI in measurement dashboards. And in three or more automated decision-making functions across the agency that may not yet have been mapped to formal AI governance.
Calibrate to Margaret when your work touches public-sector services, AI procurement, audit-readiness for an inquiry or regulator, or any context where institutional trust is the operating environment.
Head of Communications · International humanitarian NGO
Public advocacy, donor communications, crisis response, multi-language campaigns across operational countries.
Audiences: affected communities, individual and institutional donors, partner governments, journalists, peer agencies.
Humanitarian principles. Safeguarding obligations. Cross-border data protection including GDPR. Donor accountability standards. Country-specific NGO and media rules.
Downside: safeguarding failures, loss of donor trust mid-crisis, suspension of operations in a country.
AI translates between operational languages. Generates campaign imagery and voiceover. Segments donor audiences. Triages incoming crisis reports from the field.
Calibrate to Priya when your work involves communicating in or about crises, advocacy under public scrutiny, multi-country operations, or contexts where dignity of affected people is the first standard.