The data moved like water through stone — patient, inevitable, wearing smooth the rough edges of what had been.

Marcus Venn watched it flow across his interface, forty-three years of human experience reduced to luminous threads that pulsed and branched in the darkness of the Archive chamber. The subject's name glowed at the periphery of his vision: CHEN, DAVID MING. Software architect. Two marriages. Three children. Seventeen thousand photographs. Four hundred twelve hours of video. Nine million text messages sent and received across a lifetime of loving, arguing, apologizing, and forgetting to apologize.

A whole man, compressed into light.

"Strand integrity at ninety-four percent," Marcon reported, its voice neither male nor female, neither warm nor cold — simply present, the way gravity is present.

The system had many ways of ensuring loyalty. Most of them looked like kindness.

The system called it a Preliminary Compliance Indicator. The form had a checkbox for it and everything.

Mara Chen had been processing PCIs for eleven months. She had a gift for it — or so her supervisor said, in the tone people use when they mean you're good at something I don't want to think too hard about. She was efficient. Her acceptance rate was high. Her hesitation logs were clean. In this particular division of this particular agency, a clean hesitation log was the closest thing to a performance review.

Today's queue held nineteen names.

She worked through them the way her training insisted: don't read the biographies. Don't examine the secondary profiles. Focus on the confidence interval, the behavioral trajectory, the projected outcome window. The system's job was to know. Her job was to agree.

Or disagree. Theoretically.

She had disagreed four times in eleven months. Three cases had been flagged as processing errors and corrected. The fourth had been escalated, reviewed, and retroactively reclassified as an agreement. After that, she stopped disagreeing.

By nine forty-seven she was on name fourteen. A high school teacher. Forty-one years old. Two kids, a mortgage, and a behavioral score that had been trending in what the system called a convergent direction for sixteen consecutive weeks. The confidence interval was 97.3%.

She clicked approve. She moved to name fifteen.

She did not look at the teacher's name. She had learned, in month three, that names were the enemy of efficiency. Names led to faces. Faces led to the secondary profiles she'd been told not to examine. The secondary profiles contained things like: two daughters, ages seven and nine. A wife who had apparently been teaching the same teacher how to make sourdough bread — flagged by the system as behaviorally irrelevant.

Irrelevant.

She was on name seventeen when her supervisor knocked. She recognized the sound before his voice, before the door opened, before the particular quality of his silence that always preceded something she didn't want to hear.

"Fourteen came back," he said.

She looked up. He set a tablet on her desk. He said: "The system had him at ninety-seven point three." He said this with the emphasis of someone reminding themselves of something they needed to believe. "It was right. It's always right. But there was a compliance variable it didn't account for."

She looked at the tablet. She looked at the photograph. She looked at the two girls.

"The daughters were home," she said.

"The system doesn't model for domestic proximity of secondary subjects." He picked up the tablet. He straightened his tie. "We're working on updating the parameter set."

Mara Chen nodded. She moved to name eighteen. She did not disagree.