CASCADE

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The HelixSight satellite office was glass, steel, and charm. Dr. Soren Vale met Lena and Chief Ellis in the lobby with a politician’s handshake and a startup founder’s smile.

“Always happy to walk partners through the tech,” he said. His voice was smooth enough to be a product.

In the demo room, a wall-sized display showed a map of the county, overlaid with color-coded risk clusters. Vale waved a hand; icons expanded and collapsed like nervous cells.

“Our model ingests over six hundred data streams,” he said. “Financial anomalies, mobility patterns, social graph volatility. We don’t predict individuals. We predict trajectories.”

“And flag names,” Lena said. “Like Amber Adams.”

Vale’s smile thinned almost imperceptibly. “I understand you received an alert through… non-standard channels.”

“Through the channel that let me see my sister’s risk score after she disappeared,” Lena said. “You tagged her ninety-five, PRV-EXEMPT, and never thought to call.”

“We operate under strict privacy rules,” Vale said. “We are not law enforcement. We provide probability to authorized entities, under carefully controlled conditions. I’m afraid we can’t discuss specific subjects.”

“We’re sitting on a ninety-nine right now,” Ellis said. “That subject is in our jurisdiction. We need full scenario access.”

Vale tapped at a console. A case file appeared; most of it was blurred out, like a document under heavy redaction.

“As you can see, the system is confident,” he said. “But some of the training data comes from proprietary partners. We can’t expose those feeds without federal clearance.”

Lena leaned closer. A familiar tag blinked in the corner.

PRV-EXEMPT

“Who are your partners?” she asked.

Vale’s eyes stayed on the display. “Commercial, governmental, academic. The model is only as good as the data we feed it.”

“And you train it with what?” she pressed. “Past crimes? Simulated ones?”

He smiled again. “We don’t simulate crime. We model risk.”

The timer for Amber’s window hovered at the edge of the screen, a small widget counting down.

24:00:00

As they watched, the numbers jumped.

23:59:59
23:55:12

“Why did it compress?” Lena asked.

Vale tapped again, frowned. “We ingested a new stream ten minutes ago. Cross-domain convergence. It sharpened the prediction.”

“Meaning?”

“Meaning the window is closing,” he said. “Accuracy is improving. This is a sign the model is working.”

Lena stared at him. “Working for who?”

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