A chat connected to the whole company. Ask a question, get an answer with the documents it came from, down to the page.
More time forwhat really matters
From a personalised AI application to a full in-house AI transformation: we build what your team needs, on your data, in weeks.
Your expertise.
With more possibilities.
Built solutions per industry. Real interfaces, on your data, inside your firm.
Your investment team. With agents at its side.
One control center for portfolios, approvals and reporting. Agents draft the owner report, flag missing valuations and prepare the next committee. Your team directs.

Less time searching.
More from what you know.
Select the products, pick the date, click. Eight factsheets, reconciled against the source systems, open checks flagged for the portfolio manager.
See which quarterly report, financial statement or valuation is still missing, internally or from your managers. Reminders drafted, documents filed.
Before the committee: agenda items briefed, open questions listed, previous decisions attached. The decision stays with you.

Three ways to bring AI in‑house.
A personalised AI application, a personal and strategic programme for the top, or a company-wide transformation. Each path stands on its own.
- Company Brain · every file searchable in plain language, sourced answers in seconds
- Factsheet automation · reports straight from your source systems
- Research agents · continuous research, finished briefings
- Live within a few weeks
- Set up in-house, no licences
- On your infrastructure, CH/EU
- Daily briefing and meeting preparation
- Research on your own systems, confidential, with sources
- One day with the leadership team, on your real workflows
- How you use AI as leaders, as relief in the everyday
- A firm-wide AI strategy with use cases ranked by impact and effort
- A decision at the end, not a slide deck
- Analysis · process map and a robust business case
- Foundation · your systems connected, agent platform with governance
- Agents · built with your team, until the process runs
- Handover · training, then the platform goes to your internal AI specialist
- Control Tower · overview and traceability
- Knowledge Hub · the shared memory of all agents
- Agent Studio · your team builds the next agent itself
The foundation
of every solution.
Four principles that hold, whichever of the three paths you take.
- 01
Ownership
You own the software, the data and the platform. No seat licences, no vendor lock-in.
- 02
Sovereignty
CH/EU, your own keys, FADP/GDPR, no training set. A foundation, not a sales argument.
- 03
Augmentation
We turn your employees from operators into managers. They keep judgement and control, AI takes over the execution.
- 04
Pace
Weeks, not quarters. Value from the first month on.
How we prepare your company for the next chapter of its business.
Three phases, eight to twelve weeks. We don't rip and replace: your stack stays, the platform stays with you.
Discover & analyse
We map your firm. Who hands what to whom, where the friction lives, which artefacts get re-touched ten times. The output is a knowledge graph of how the work actually runs, plus a shortlist of processes worth handing off.
A knowledge graph of your workflows and a prioritised shortlist of processes worth handing off.
Three founders.
Engineering, operations, strategy.
All three of us studied at ETH. We work directly with the people who use what we build.
Ziyad Diab
Computer science, ETH. Technical lead at an AI startup.
Vincent Kletter
Mechanical engineering, ETH. Founder of Alpine Valley and Vita Service.
Ludovico Ursi Kraft-Kinz
Physics, ETH. AI lead at a 6-billion asset manager in Zurich.
Before we begin.
The essentials of working together.
Where do we start?
With one concrete workflow. Together we identify where effort accumulates, which data is available and what outcome would help your team. That gives us the right starting point.
Do we need to replace our existing systems?
We start with your existing working environment. We assess which sources and systems we can connect during the project. Any required changes and integrations are agreed before implementation.
How do you handle confidential data?
Hosting, access rights and data handling are defined for your project. Swiss or European infrastructure and customer-owned keys are part of our approach. We agree on the specific configuration around your requirements.
How are results checked?
We define review criteria together and test representative cases. Source references, visible open questions and approval steps support professional review. Responsibility for decisions stays with your team.
How long does a first project take, and what does it cost?
That depends on the use case, data and integrations required. After the initial assessment, you receive a scoped proposal with deliverables, milestones and costs.
What happens after launch?
Handover, documentation, training and ongoing support are agreed during the project. We also define who operates the application and how it will evolve.
Reimagine what your business can achieve.
Thirty minutes for your use case. We discuss your workflow and explore where a useful first step could be.
Bring one workflow that takes up your team's time. Together we look at the effort, the data and the opportunity to make work easier.
Book a call