Projects & References
AI in production: our own products, which we build and operate, and client projects where we own the architecture. What we recommend to you, we use ourselves every day.
Own product · Big data
BayAhoy
find your bay
Where do boats really anchor? BayAhoy answers this question with data, not opinions: from more than 150 million AIS positions, our pipeline detects where vessels stay, derives anchorages and bays from those stays and has them reviewed by people.
Our largest data-driven project: five years of position data, tens of thousands of vessels and a fully automated processing chain from raw signal to curated zone. The results go straight to sailors: on the web and in our own apps for Android and iOS.
150M+
AIS positions analysed
5 years
of archive since October 2021, 126 GB of raw data
72,516
vessels identified, from 179 flag states
960,472
stays detected, across 2,115 zones
10.3M
boat-hours evaluated (around 1,180 boat-years)
44,247
candidate sites detected, 24,853 of them reviewed
2,882
curated zones in 27 countries (652 km²)
44M
records processed in 21,675 pipeline runs
As of 1 November 2026
Recent Client Projects
A selection of our most recent projects. Many of them are confidential, so we describe them without client names, but with what we contributed.
Compliance · NLP
Adverse Media Monitoring
A system that assesses the relevance of millions of media articles for compliance checks. WeLytics designed the entire architecture: from data ingestion through AI-based relevance scoring to continuous quality assurance of the hits.
Despite all the automation, people remain decisive: the AI filters and prioritises, the experts decide. This keeps the system transparent and reliable.
Risk management · Simulation
Enterprise Risk Management Software
A web-based software solution that guides companies through the entire risk management process: identifying, assessing and aggregating risks and opportunities, managing and monitoring measures, including an internal control system.
At its core is quantitative assessment: loss scenarios are modelled with probability distributions and aggregated via Monte Carlo simulation. This shows how risks affect corporate planning and how much equity they tie up.
We are happy to share further references in a personal conversation.
More of Our Own Products
Products we build and operate ourselves. This is where we put new AI methods to the test in everyday use before applying them in client projects.
YachtAhoy
Superyacht intelligence
Live tracking of superyachts over 30 m, ownership and corporate structures, sanctions screening and port analytics. Alerts you when a yacht changes port or its AIS signal goes dark.
ClearShip
Your digital boat manager
Tasks, maintenance plans, checklists, expenses and logbook for boat owners and crews. Plus our own apps for Android and iOS with live instrument data, anchor alarm and offline mode. Snap a receipt and the AI captures every line automatically.
MeteoAcademy / Wetterkurs.ch
Interactive meteorology course
Meteorology step by step, in English and German: 56 lessons with simulations and quizzes. The AI identifies cloud types in photos, analyses surface weather charts and answers questions in a chat.
AI Methods in Practice
These are the methods we use in production across our projects. And that is exactly the experience we bring to yours.
Geospatial & Trajectories
Cleaning movement data, detecting stays, clustering locations spatially.
BayAhoy, YachtAhoy
Anomaly Detection
Automatically spotting unusual behaviour in data streams, such as gaps in the AIS signal.
YachtAhoy
NLP & LLM Classification
Understanding, categorising and ranking large volumes of text by relevance.
Adverse Media Monitoring
Entity Resolution
Reliably matching vessels, people and companies across different sources.
BayAhoy, YachtAhoy, Adverse Media Monitoring
Computer Vision
Interpreting images and charts, from cloud types to fronts on weather maps.
MeteoAcademy / Wetterkurs.ch
Document Analysis
Extracting structured data from receipts and documents.
ClearShip
Human-in-the-Loop
The AI suggests, people review. Their feedback flows back into the system.
BayAhoy, Adverse Media Monitoring
Big Data Pipelines
Robust, automated processing of millions of records, traceable and monitored.
BayAhoy, Adverse Media Monitoring
Is Your Project Next?
You have data but no plan yet for how to get value out of it? We will show you what is possible. Straightforward and with no obligation.
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