Zurich · AI Operating Systems

You don't need more AI.
You need a system that knows your business.

I design and build private AI operating systems. A system that carries your context, runs your research, and briefs you before you ask. Built and maintained the same way I ship production software: with agents, every day.

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20+

Years in banking, fintech, and SaaS

Experience

CHF 20B

Annual turnover managed at UBS

Background

2

SaaS platforms co-founded and built

Track record

Daily

Production systems built and run with agents

Practice

01The problem

The intelligence is available. The system is missing.

Every serious firm has access to the same models now. The difference is what the AI can see: your positions, your notes, your history, your priorities. Generic tools see none of it.

So research stays manual. Briefings stay half-read. Knowledge stays in people's heads and inboxes. Not because AI can't do the work. Because nobody built the system around it.

Manual research

Hours of reading for every decision that matters. Summaries someone still has to write.

Scattered knowledge

The context that makes your firm sharp lives in inboxes, files, and heads. It leaves when people do.

Generic AI

Chat windows that forget you between sessions. Useful for a paragraph, useless for a process.

02The system

One private system that knows how your firm works.

An AI operating system is a bespoke layer built on your context: your documents, your workflows, your standards, your history. It reads before it answers. It remembers decisions. It compounds.

I build these systems for people whose business runs on information: portfolios to watch, companies to understand, decisions that have to hold up.

Morning briefings

What changed overnight, in your inbox before you ask.

Research automation

From question to structured answer while you do other things.

Company & earnings intelligence

Filings, calls, and news reduced to what actually moved.

Knowledge management

A living knowledge base. Knowledge that never resigns.

Oversight & follow-ups

Commitments tracked, meetings prepared, nothing falls through.

Any process, automated

Describe a repeatable process. The system runs it, with a human where it matters.

Private by design. Your data stays in your system, not in someone else's training set.

Explore the AI Operating System

03The method

Built the way I ship software. With agents, daily.

I don't advise from slides. I build. The same agentic pipeline that ships my production code builds and maintains your system: specified, reviewed, tested, documented.

That pipeline is a service of its own. If you run an engineering team, I install it with your developers, in your repositories.

Explore Agentic Development
01 Specified
02 Reviewed
03 Tested
04 Documented

04Engagements

Clear scope. Outcomes, not hours.

Readiness Assessment

01

Where AI actually pays off in your firm. A structured review with a prioritized roadmap.

AI Operating System Build

02

From assessment to a running system. The bespoke layer your firm works on top of.

Operations Retainer

03

The system stays sharp. Monitoring, monthly intelligence briefings, and a quarterly upgrade sprint.

Agentic Development Install

04

For teams with engineers. Your developers ship with the same pipeline I use every day.

Every engagement is fixed scope and fixed price. We discuss numbers in the first call, once I understand what you need.

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05About

Twenty years where information is the business.

I ran global hedge fund execution at UBS as a Director, led automation work at Accenture, and spent two decades inside banking, consulting, and software. I know what information overload does to good teams.

Then I switched sides and built. Founding partner and COO at Realstocks, a real estate financing platform. Co-founder of Daycare Butler, a Swiss SaaS for childcare operators. Both built from scratch.

Today I build AI operating systems, including the one that runs my own work. Everything I install for a client, I use myself first.

Zurich, Switzerland · LinkedIn
Sven Schulte

Sven Schulte

AI Operating Systems

06Next step

Start with a conversation.

A 15 minute call. You describe how your firm handles information today. I tell you honestly whether a system is worth building, and what it would take. No deck, no pitch.

Book a call

Or write me directly: me@svenschulte.ch

I work with a small number of clients at a time.