Question 1

We are an SME: does it really make sense to talk about an AI-first approach now?

Accepted Answer

Yes, especially for SMEs that want to differentiate. An AI-first approach does not mean changing everything overnight; it means choosing 1–3 areas where AI can generate measurable results (higher efficiency, new revenue, better customer experience) and building your first competitive edge there.

Question 2

What do we concretely get at the end of an AI-first strategy project?

Accepted Answer

At the end of the engagement you receive a complete AI roadmap: prioritized use cases with impact and complexity estimates, clearly defined pilot projects, data and technology requirements, and a sequence of next steps with timelines and indicative investments.

Question 3

How long does an AI-first strategy engagement usually last?

Accepted Answer

For a typical SME we usually talk about 4–6 weeks of workshops, analysis and consolidation. If you also want to launch an operational MVP, we plan an additional 8–12 weeks to bring the first use case into production.

Question 4

Do we need an internal technical or data team already in place?

Accepted Answer

No. We work closely with management and business owners and take care of translating between strategy and technology. If you already have IT or data people, we involve them to maximize the value of what is already there instead of duplicating efforts.

Question 5

How do you help us avoid purely theoretical AI decks that never turn into projects?

Accepted Answer

Our method is driven by numbers: for each initiative we connect objectives, KPIs and ROI hypotheses and select a few concrete moves to execute in the next 3–6 months. Every strategic document includes proposals for MVPs and pilot projects, not just slides.

Question 6

Why choose an agency with a presence in Zurich?

Accepted Answer

Being in Zurich allows us to be close to Switzerland's financial and technological heart (ETH, Google), ensuring access to top talent and the latest innovations.

Question 7

How do you handle FINMA compliance in AI projects?

Accepted Answer

All our financial sector solutions are developed strictly following FINMA and nFADP guidelines. We use on-premise or Swiss cloud models to ensure sensitive data never leaves national borders.

Question 8

Can you automate financial report analysis?

Accepted Answer

Yes, we use advanced LLMs and RAG (Retrieval-Augmented Generation) to analyze balance sheets, annual reports, and market data, extracting critical insights with higher accuracy than traditional methods.

Question 9

Do you integrate with our existing development teams?

Accepted Answer

Absolutely. We often work in 'co-sourcing' mode, supporting your engineers with vertical expertise in AI and Machine Learning to accelerate the product roadmap.

Feature	Vudu Zurich	Altra Agency
Tecnologia	AI-First (Proprietary)	WordPress / Template
SEO Strategy	AEO (Voice Search Ready)	Keywords vecchie (2015)
Velocità Sito	99/100 (Google Core Web Vitals)	Lento, pieno di plugin
Sicurezza Dati	Swiss Hosting & nLPD Compliant	Hosting Economico / Estero

ZURICH.

AI-First Approach - Hub Tecnologico.

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