The Algorithm of Regret
The travel from Urban café — ‘The Golden Bean’ to Ashby Analytics — executive office floor consumed the next hour. Headlights cut cold through the gathering dusk.
The elevator hummed as it climbed the twenty-three stories to the executive floor of Ashby Analytics. Julian stood with his back against the polished steel wall, counting the seconds between floors—a nervous habit he’d never quite shaken. The last time he’d ridden this elevator, he’d been wearing a suit worth more than most people’s rent, carrying a briefcase that contained the sum total of his life’s work.
The briefcase was gone. The suit was gone. But the work remained, embedded in servers he’d designed to survive nuclear fallout.
The doors slid open onto a corridor of frosted glass and muted lighting. The office floor had been renovated since his departure—sleeker, colder, more angular. Where there had once been potted ferns and abstract art, now there were geometric light fixtures and a single, massive LED display cycling through company metrics. Revenue graphs. User acquisition numbers. The face of Dorian Langley, smiling with the practiced benevolence of a man who had never been denied anything in his life.
Julian’s office stood at the far end of the corridor. His old office. The one he’d designed with a hidden subfloor and a Faraday-caged server room that didn’t appear on any building schematic.
Beckett was already there, leaning against the wall with his arms crossed. The security chief hadn’t changed much in eleven years—still the same close-cropped gray hair, the same watchful eyes that catalogued exits and threats with equal dispassion. He wore a dark jacket that did nothing to hide the holster beneath his arm.
“You look like hell,” Beckett said.
“Good to see you too.”
“I mean it. You look like someone who’s been living in his car.”
Julian pulled out the keycard—the same one he’d kept in a safety deposit box for over a decade—and swiped it across the reader on his office door. The lock clicked, but the light remained red.
“They changed the codes,” Beckett said. “Three years ago. Victor’s first month as COO.”
“I know.” Julian reached into his jacket and produced a small device, no larger than a pack of gum. He pressed it against the reader, and the light flickered from red to green. “I built the encryption protocol for these locks. The override was my backdoor.”
The door swung open, and Julian stepped into the darkness of his former life.
The office was exactly as he’d left it. Not renovated. Not repurposed. Preserved like a museum exhibit dedicated to a man who had disappeared. The bookshelves still held his technical journals. The desk still bore the faint circular stain from a coffee mug he’d used every morning for six years. The air smelled of dust and ozone and the faint chemical tang of old electronics.
“They kept it,” Julian said, more to himself than to Beckett.
“Dorian’s orders. Said it was a reminder of what happens to people who betray the company.” Beckett closed the door behind them. “You have forty minutes before the cleaning crew arrives. That’s your window.”
Julian moved to the bookshelf and pulled a specific volume—*Advanced Stochastic Modeling, Third Edition*. The shelf didn’t budge. He pressed his thumb against the spine, and a hidden latch released with a soft click. The entire bookshelf swung outward, revealing a steel door with a biometric reader.
He pressed his thumb to the glass.
*Access denied.*
“Expected that.” Julian pulled out his phone and connected it to the reader via a cable he’d prepared. The screen flickered as his custom software began cycling through authentication protocols. “They killed my biometrics when I resigned. But they didn’t know I’d left a ghost signature in the firmware.”
“How long?”
“Thirty seconds. Maybe less.”
The seconds ticked by. Julian counted them. Twenty-seven. Twenty-eight. The reader beeped, and the door’s lock disengaged with a heavy thunk.
“Still got it,” Beckett said.
“No. I just built it better than they could break it.”
The server room was small—barely six feet by eight—but it contained the most valuable asset Julian had ever created. Two server racks hummed with cold blue light, their drives spinning in perfect synchronization. A single monitor sat on a small desk, its screen dark.
Julian sat down and woke the terminal. The login screen displayed a simple prompt: *Enter Equation*.
He typed: **Survival Protocol v1.7 — Ashby Signature**
The screen cleared, replaced by a dashboard of cascading data streams. Timestamps. Transaction logs. Geospatial mapping. The algorithm had been running continuously for eleven years, monitoring the financial and communications networks of every major corporate entity in the city. It had been designed as a predictive model—a game, really—that could simulate the conditions leading to a corporate assassination and then generate countermeasures.
But Julian had never intended to use it. He’d built it as a thought experiment, a proof of concept. Then he’d seen what it could actually do, and he’d walked away.
Now, staring at the data, he realized the algorithm had been watching him.
“Beckett. Come look at this.”
Beckett stepped into the cramped space, his shoulder brushing against the server rack. “What am I looking at?”
“The algorithm has been tracking Langley Holdings’ communication patterns for the past decade. It flagged a series of anomalies starting eight years ago—shortly after I left.” Julian scrolled through the data. “Irregular payments to a shell company registered in the Caymans. Encrypted messages routed through three different jurisdictions. Personnel transfers to a private security firm called Blackwater Global.”
“Blackwater Global is a cutout for the Langley family’s wetwork team,” Beckett said. “I’ve seen their names on internal memos. They don’t do corporate security. They do ‘problem resolution.’”
Julian’s stomach tightened. “Define ‘problem resolution.’”
“People disappear. Accidents happen. Competitors have unfortunate heart attacks.” Beckett’s voice was flat, clinical. “The Langleys have used them four times that I know of. Each time, the target was someone who had something they wanted.”
“And now they want the algorithm.”
“No.” Beckett shook his head. “They want *you*. The algorithm is just the excuse.”
Julian turned back to the monitor. The data stream continued its silent cascade, each line a thread in a web he’d built but never fully understood. He’d designed the Survival Protocol to predict threats, but he’d never asked it to predict what would happen if the threats came for him.
He keyed in a new query: **Identify all active threats against Julian Ashby and immediate family.**
The screen went blank for three seconds. Then the results appeared.
*Threat Level: Critical*
*Active Kill Squad: Blackwater Global, Unit 7. Deployment confirmed. Estimated time to engagement: 36 hours.*
*Assets targeted: Julian Ashby (Primary), Iris Prescott (Secondary), Toby Ashby (Tertiary — leverage priority).*
*Recommended countermeasure: Immediate relocation. Algorithm will generate optimal exit route upon confirmation.*
His hands were steady, but his pulse hammered in his throat. The algorithm had named his son. It had known before he did. The code had been tracking the Langleys’ movements, parsing their encrypted communications, and it had already calculated the probability of Toby’s involvement before Julian had even known the boy existed.
“It knows about Toby,” Julian said quietly.
“The algorithm?”
“Yes. It’s been monitoring the Langleys for over a decade. It must have picked up chatter about me. About Iris.” He closed his eyes, trying to piece together the timeline. “The Langleys probably found out about him the same way they found me. Through Iris. They’ve been watching her for years, waiting for me to make contact.”
“Then why call you now? Why the ultimatum?”
Julian opened his eyes and stared at the data on the screen. There was something he was missing. A piece of the puzzle that didn’t fit.
“The algorithm,” he said slowly. “They don’t just want it. They need it. Why?”
Beckett was quiet for a long moment. Then he said, “Because Victor Langley is dying.”
The words hung in the air like a suspended sentence.
“What?”
“Pancreatic cancer. Stage four. He’s got maybe six months, according to the medical records I pulled last week.” Beckett’s expression was unreadable. “Dorian has been grooming his son to take over the company for years. If Victor dies before the transition is complete, the whole empire collapses. The board will tear itself apart. The other families will move in.”
“And the algorithm?”
“Can model corporate succession scenarios. Predict which board members will defect, which shareholders will sell, which competitors will strike. It’s the ultimate chess game.” Beckett met Julian’s eyes. “They don’t want to use it to kill people. They want to use it to *save* the company. And they need you to make it work for their specific situation.”
Julian leaned back in his chair, the weight of the revelation pressing against his chest. He had spent eleven years running from this moment—eleven years convincing himself that the algorithm was a dangerous toy, a thought experiment that should never see the light of day. But the Langleys had found it anyway. And now they were holding his family hostage to force his hand.
“If I give them the algorithm, they’ll kill me anyway,” he said. “I’m the only person who knows how it works. The only person who could build a countermeasure. They can’t afford to let me live.”
“Then don’t give it to them.”
“I don’t have a choice, Beckett. They have Iris. They have Toby.”
“You have the algorithm.”
Julian looked at him. “What are you saying?”
“I’m saying you built this thing to predict and disrupt corporate assassinations. So use it.” Beckett’s voice was low, urgent. “You have thirty-six hours before that kill squad arrives. The algorithm can run thousands of scenarios in that time. It can tell you where they’ll be, who they’ll talk to, what routes they’ll take. It can give you the advantage.”
“It’s a predictive model, not a weapon.”
“It’s a *game*,” Beckett corrected. “And you’re the only person who knows the rules.”
Julian stared at the screen, at the cascade of data that represented eleven years of silent observation. The algorithm had been watching the Langleys longer than he had. It had seen their patterns, mapped their connections, predicted their moves. It was the closest thing to a crystal ball that existed in the corporate world.
And it had already identified the threats. It had already named the targets.
Including his son.
“I need to see the full threat assessment,” Julian said. “Everything the algorithm has on the Langleys. Their financials. Their communications. Their vulnerabilities.”
Beckett pulled a folded document from his jacket pocket and handed it over. “This is what I’ve been able to gather. It’s not everything, but it’s a start.”
Julian unfolded the document. It was a single page, covered in dense type and annotated with handwritten notes. At the top, in bold letters, was a name he didn’t recognize:
*Margot Chen — Financial Oversight Manager, Langley Holdings*
“Who is this?”
“She’s the Langley family’s accountant. The one who handles the off-book transactions. If anyone knows where the bodies are buried, it’s her.” Beckett pointed to a note at the bottom of the page. “And she has a secret. A debt she’s been hiding for fifteen years.”
Julian read the note. His blood ran cold.
*Margot Chen’s brother was killed in a car accident arranged by the Langleys. She doesn’t know. She thinks it was a drunk driver. If she finds out the truth, the Langleys lose their most valuable asset.*
“She’s their weak point,” Beckett said. “If we turn her, we turn their financial network. Without that network, they can’t pay the kill squad. They can’t move money. They can’t operate.”
Julian looked from the document to the algorithm’s dashboard, and he felt something he hadn’t felt in eleven years: the faint, cold whisper of a plan taking shape.
“I need to talk to her,” he said. “But first, I need to get Iris and Toby somewhere safe.”
“I have a safe house in the suburbs. Untraceable. I’ll take them there.”
“No. You stay with them. I’ll handle the extraction myself.”
Beckett’s eyes narrowed. “You’re not a soldier, Julian.”
“No. But I’m a father.”
The word hung between them, unfamiliar and heavy. Julian hadn’t said it aloud before—hadn’t even allowed himself to think it. But now it was real. Toby was real. And that changed everything.
He stood up, folding the document and tucking it into his jacket. The algorithm hummed in the background, its data streams continuing their tireless surveillance of a world that was about to change.
“I’m going to save my son,” Julian said. “And then I’m going to burn the Langley family to the ground.”
Beckett handed him a burner phone. “They have Iris under surveillance. And Julian… the boy isn’t just your son. He’s a variable in their equation now.”