The Pitch

Marcus POV

Faraz picked me up at seven-forty the next morning.

He had been driving for me for seven years. In that time he had said, by my rough estimate, one quarter of the words the job would have permitted him to say. This was the specific quality that made him useful. A driver who fills a silence is a man I cannot work in the back seat of.

I got in. I said good morning. He said good morning. I opened my tablet. He pulled away from the curb.

We did not speak again for the forty minutes to Dumbo.

Arbitr AI occupies the top three floors of a renovated ink-and-lithograph building on Washington Street. Exposed brick. Original 1910 cast iron. The windows look north across the river toward the lower Manhattan skyline, which in a certain kind of morning light is the most expensive view in New York. I had selected the building personally seven years ago because it satisfied a specific aesthetic brief I had developed in silence, which was: a tech company headquartered in a space that did not look like tech.

I did not want to look like the people I was competing with.

I wanted to look like the people I was selling to.

Law firms. District attorneys. Federal agencies. Advocacy nonprofits with foundation funding. The people who decide whether a man like me gets trusted with their case data wear dark suits and sit in rooms with books in them. Arbitr’s offices have books in them. Real ones. I selected the library myself.

The building has a private elevator to the executive floor. Faraz walked me as far as the lobby, then nodded once, said “I’ll be in the garage,” and went back out to the SUV. He would not come up. He had been in this building once in seven years, on a day a delivery had gone wrong and he had come upstairs briefly to help a courier with a signature. He had not returned since.

He preferred the garage.

The DA’s office delegation was waiting in the main conference room.

Six of them. Kings County, Queens County, and a two-person observer contingent from the Eastern District federal office, which was unusual but within the pattern of the last eighteen months the feds had begun watching what we sold to state prosecutors, looking for scalable procurement opportunities. We had been quietly encouraging the watching.

I walked in. I shook the hands I was expected to shake. I let our head of product, a woman named Lena whose last name I always had to think about for a moment, introduce me to the room.

“Thank you, Lena.”

I had given this presentation, in some version, perhaps three hundred times in eight years. I could give it asleep. I had once, demonstrably, given it through a stomach virus so severe that I had excused myself twice and returned each time without an audience member noticing the absence. The presentation is thirty-four slides. There are four questions I have been asked in every version of it. There are nine questions that come up occasionally. I have answers to all of them calibrated to the specific sophistication of the asker.

I began.

“Arbitr AI was built on one observation. I want to begin with the observation and I want to stay with it as long as you are willing.”

I let the room settle.

“The legal system is bad at identifying patterns across cases. That is not a criticism of the people in it. It is a structural fact. Prosecutors see their cases. Judges see their dockets. Advocates see their clients. Nobody sees the whole. Nobody sees when the same man has a harassment complaint in Manhattan in 2018, a restraining order in Queens in 2020, and a hospital visit in Brooklyn in 2022 that reads on paper as a fall on the stairs. Nobody sees, in other words, what a man does across his life. Nobody has ever had the data to see it.”

“Arbitr AI has the data to see it.”

I moved through the slides. I spoke clearly. I did not rush. I gave them the model’s architecture at the level of precision their technical staff would want to hear it, and I gave them the case-study outcomes at the level of human detail their prosecutors would need to carry back to their office. I showed them the harm-reduction numbers from our last three enterprise deployments. I showed them the false positive rate, which is genuinely low. I showed them the demographic parity analysis we had commissioned from an outside ethics audit because I believed in the audit and because I knew every DA’s office in the country was being sued for algorithmic bias on a rolling basis.

Somewhere in the middle of the presentation, as I was putting up a slide about data retention policy, I thought about a woman standing on a porch in Park Slope with a coffee mug in both hands.

I did not lose the sentence I was speaking.

I completed the sentence. I moved to the next slide. I finished the presentation.

Questions.

Four of the four standard ones. Two of the occasional nine. One of them from a woman I had not spoken to personally, a prosecutor at the Eastern District federal table on the far side of the room was not on either list.

“Mr. Reed,” she said. “Who, specifically, has access to the escalation queue.”

I looked at her.

She was perhaps forty-two years old. Navy suit, no jewelry. A notebook open in front of her. She had not asked any other question and she had not written anything on the notebook until I began speaking, and then she had written, as far as I could tell, the exact phrase ‘escalation queue’ and nothing else.

I answered the question the way the question had been asked: specifically.

“Our in-house review team. Three senior analysts with backgrounds in prosecutorial work and clinical advocacy. They operate on a twenty-four-hour response protocol. Escalations are logged. The log is auditable. A designated supervisor currently Lena, our head of product reviews the queue weekly for pattern anomalies and load balancing.”

“And you.”

I held her eyes.

“I have administrator access to all queues. Standard for a principal engineer in an active platform. I do not, as a practice, open individual case files. I look at aggregate metrics.”

She wrote something on her notebook.

“Thank you,” she said.

I did not ask her name. I did not need to. I made a small mental note because I am a man who makes mental notes that a federal prosecutor had just asked me, for no reason the rest of the meeting’s structure explained, a question about who could look at individual case files in the escalation queue, and had accepted my answer, and had written a single sentence in her notebook about it.

I filed the observation.

I moved on.

The presentation ended. Hands were shaken. The delegation filed out. Lena stayed behind to walk me through the next three meetings of the day. I told her I was canceling the next three meetings of the day. She did not ask why. She had, in eighteen months as my head of product, learned not to.

I took the private elevator down.

I walked across the lobby. The daylight outside the lobby windows was the color of flat pewter, the kind of November morning that made the river look heavier than it was. Faraz had the SUV at the curb. He saw me through the tinted glass and got out, and he came around, and he opened the back door without speaking, and I got in, and he closed it, and he got back behind the wheel.

“Home.”

“Yes, Mr. Reed.”

In the back of the SUV, with the city sliding past the window in grey stripes, I opened my tablet.

I opened the Calloway file.

I opened the photograph.

She was laughing in it. Her head was tipped slightly back. Her eyes were closed. There was a hand on her lower back I had already ruled irrelevant.

I looked at the photograph.

I did not count the seconds.

I did not count them because I had understood, between yesterday morning at ten-seventeen and now, that counting them was not going to produce any data I had a category for, and I am a man who does not gather data I cannot categorize.

I looked at her face.

I looked at it the way you look at a question you have not yet been asked.

Faraz turned onto the Brooklyn Bridge. The SUV carried me across the water and back toward the part of the borough where I lived, and I did not look away from the tablet, and Faraz did not look in the rearview mirror, and neither one of us said anything for the rest of the drive.

By the time we pulled up to my house in Brooklyn Heights, I had made a decision.

I was going to Birchwood in three days.