Business intelligence tools
AI that reads your clients, markets and competitors and turns the signals into clear priorities: which clients to grow, which services to expand, which risks to watch.
We build intelligence and growth-planning tools for consultants, law firms, accountants, administration companies and Family Offices. They show where to grow and how to get there, and agentic workflows handle the work in between, so the business grows faster than its costs.
Every firm has dozens of possible AI projects. A handful sit on the frontier: the most growth for the effort they take. We find those first, build them, and leave the rest for later.
Our work sits at the intersection of business and financial expertise, data, technology and operating-model design. We stay with the project from the first idea to a system your teams use every day.
AI that reads your clients, markets and competitors and turns the signals into clear priorities: which clients to grow, which services to expand, which risks to watch.
Planning tools that model scenarios, size opportunities and turn strategy into a roadmap with targets your teams can track.
AI agents that take on research, reporting, document review, onboarding and other multi-step work, so you can serve more clients without growing headcount at the same pace.
AI built into your core systems, data and controls, with the governance and ways of working that let it scale across teams after the pilot.
Many firms have tried AI tools. Few have turned them into results. We follow three steps, and each one ends with something you can measure.
We map processes and decisions, size the opportunity and find the few use cases that deliver most of the value.
Output: prioritised use-case mapWe design and implement the system inside your existing processes, data and controls, together with your teams.
Output: a working system in productionWe track time saved, quality and growth against a baseline agreed upfront, then scale what works.
Output: measured impact, next roadmap
The goal is not AI for its own sake.
It is to help professional firms scale: grow revenues and clients faster than costs, and stay ahead of their market. Our name comes from Vilfredo Pareto, the economist who began teaching at the University of Lausanne in 1893, and we work by two of his ideas.
We start with the few initiatives that create most of the value, and leave the rest for later.
Two parties starting from a sub-optimal position can, by working together, achieve a Pareto improvement: creating more value so that both are better off and neither is worse off.
That is how we work with our clients – using AI to help their business move closer to its efficient frontier.

Since 2007, Karim has worked with family offices, providing wealth consolidation, wealth guardianship and financial assessment services. He works with Bel-Fa Family Office, a reference name in Italian-speaking Switzerland, and with LFG Family Office, where he handles strategic advisory and business development.
In 2006 he co-founded Hedge Invest Suisse, part of the Hedge Invest SGR group (Manuli family), at the time one of Italy’s leading independent alternative asset managers. He was its CEO until 2016 and directed two of the firm’s funds.
From 2000 to 2006 he was part of the management team of Antares European Fund, which won international awards in European long/short equity. Earlier he was a Risk Manager at Banca della Svizzera Italiana.
He was a member of the Orientation Group of the Department of Finance and Economy of Canton Ticino, helping to position the Ticino financial centre in the late 2010s. He has written articles on the hedge fund industry and given seminars on alternative investments.
Karim has promoted venture capital initiatives in several sectors, including TimeRepublik.com, the leading digital time bank on the web, where users exchange skills and services using time as currency.
He holds a degree in Business Administration from Bocconi University in Milan and has been a CFA® charterholder since 2003.
A selected network of specialists we bring into a project when it needs them.

FINMA-supervised Swiss Family Office for the independent management and oversight of complex wealth.

Over 20 years building software, high-performance computing and AI tools for asset management, compliance and risk.

Governance and mentoring for founders and management teams, with a focus on AI and blockchain.

Research and due diligence on hedge fund managers, backed by over 30 years of combined industry experience.

Legal and compliance boutique in Lugano and Dubai: FINMA licensing, outsourced compliance, AML and AI regulation.

Milan advisory firm founded by Prof. Marcello Priori: business plans, valuations, fairness opinions, M&A and corporate finance.

Generative AI, digital marketing and communication, with campaigns across Switzerland, Europe, the UK, the US and Latin America.
Tell us about your firm and the challenge you have in mind. We reply within two working days.