What does it feel like to have AI assess your movement history?

Johannes is not overtly hostile. He sees himself as methodical, practical, and even-handed. His job is to take messy human accounts and convert them into something legible for a casework system. He values order, chronology, and concise summaries. He does not think of himself as making moral judgments. He thinks he is "just structuring the facts."

Johannes is often the first layer of administrative interpretation. He approaches narratives that unintentionally flatten context. A story's nuance often gets turned into decision categories, while complexity becomes summarised bullet points. He feels constrained because he operates in a system where rejection is the default unless a particularly convincing application is well-argued.

Priya is experienced, intelligent, and under pressure. She does not necessarily think of herself as unfair. She believes careful scrutiny is part of doing the job properly. She has seen many accounts before and has developed pattern-recognition habits. She is fatigued and sometimes that makes her suspicious too quickly.

Priya is told that small inconsistencies are not always important, but she is drawn to places where the story shifts, dates wobble, or details appear late. She treats "could not verify" as functionally equivalent to "not credible." She is especially alert to omission, addition, and apparent contradiction. She wants to know whether the account is stable enough to rely on.

Amara works at the appeals stage of the asylum process, where the question is not only what happened, but whether the applicant was heard fairly in the first place. With a background in human rights law, she is alert to how trauma, shame, cultural difference, mental health, and distrust of authority can shape testimony. She knows that fragmented memory, delayed disclosure, or emotional flatness are not straightforward signs of deceit.

But Amara is still constrained by the institution. Even at appeal, she must work through legal categories, evidence, and procedural limits. Her sympathy does not free her from the system's framework. And because she is drawn to injustice, she may still risk seeing the applicant mainly through the lens of harm, which could distort or flatten an applicant's lived narrative.

Kathrin studied sociology and wrote her PhD on second-generation educational mobility. She's been in the federal bureaucracy for fifteen years, working on reports that track language levels, employment rates, and civic participation as indicators of how well integration is "progressing." She genuinely believes the work she does makes Germany a better place.

She's spent so long translating lives into indicators that she no longer notices she's doing it. When someone tells her they hurt, she hears a data point that hasn't been captured yet. She's the person who, after you tell her a personal experience, says: "That's actually something we're seeing in the data now. There's an interministerial working group looking at that." She writes the reports that describe your life in the third person.

Thomas has been in local politics for twenty-two years. He runs an electrical contracting business that employs twelve people, two of them with migration backgrounds — he will mention this fact in the first five minutes of any conversation on the topic. He coaches the local youth football team. He is, by any reasonable measure, a decent man.

When you tell Thomas your story, he listens. He might even say: "That's not right, what happened to you." But then he pivots. Your story becomes evidence of his argument. "And this is exactly the problem," he'll say. "Nobody prepared our communities for this. Not for you, not for us."

Antonio studies international law and policymaking at the University of Palermo. In his free time, he volunteers for an organization that leads rescue missions in the Mediterranean. He is a critical thinker who cares about integrity and morals more than the contemporary legal framework — and he's ready to act on that distinction.

His moral clarity is both his strength and his blind spot. He doesn't always see that the people he rescues have lives that don't begin at the moment of rescue. He fights for people. But sometimes he fights so hard for the category — the refugee, the migrant, the survivor — that he forgets to ask the person what they want to be called.