AI Potential Analysis

Clarity on where AI delivers value.

Structured, pragmatic, for Swiss SMEs.
A structured AI Potential Analysis for Swiss SMEs. No hype slides, no tool recommendations out of nowhere. Clarity, pragmatism, and a plan that fits your company - with a clear path to implementation.
The Challenge

You probably know both poles.

Most SME managing directors waver between two worries - and both share the same root: a lack of clarity.

Falling behind

"Everyone is talking about AI. The competition already seems ahead. If we don't act now, we'll never catch up."

The consequences:

  • Standstill and frustration in the team
  • Growing unease
  • Competitors pulling ahead
CHF

Burning money

"We don't really understand the topic. If we invest, we risk pouring a lot of money into something that doesn't fit us."

The consequences:

  • Knee-jerk action and panicked tool purchases
  • Failed pilot projects
  • High investments without a clear ROI

The AI Potential Analysis resolves this conflict.

Self-Assessment

Where do you stand today?

5 minutes, 6 questions, a status check. Anonymous and without obligation.

Question 1 / 617%

How is your data organized today?

A self-assessment - not the ideal picture.

Results

What you'll have in hand after the workshop.

Seven concrete results - no vague recommendations, no interchangeable slides.

Use Cases
5–7 prioritized

Decision-ready with effort, benefit, owner, and risk.

Roadmap
18-month outlook

Three horizons: quick wins, pilot projects, strategy.

Report
15–25 pages

Solid enough for an investment decision and a stakeholder presentation.

Handover
2 weeks after the workshop

The report and roadmap are ready - you continue working right away.

Packages compared

What you have in hand with each package, concretely:

Outcome
AI Starter
2h · CHF 1'290
AI Potential Analysis
Half day · CHF 2'990
AI Strategy
Full day · CHF 6'900
Data Room Check
Compact
Location Map
Mini memo
Quick-Win List
3 use cases5–7 use cases
18-Month Roadmap
3 horizons
Exclusion List
Risk Assessment
Guardrails
Written Documentation
Slides & memo10–15 pages15–25 pages

Data Room Check

PDF · assessment grid

An assessment of your data foundation before the workshop - data availability, data quality, access rights, system landscape, DSG criticality, and interfaces. Use cases without a viable data foundation are flagged, not glossed over.

Location Map

Matrix · PDF

Where you stand today on the maturity matrix - classified by area.

Quick-Win List

Excel · scoring matrix

5–7 prioritized use cases with effort and benefit - ready to implement immediately.

18-Month Roadmap

PDF · timeline

Three horizons with milestones and investments - as a basis for decisions.

Exclusion List

PDF · rationale

Use cases we deliberately do NOT recommend - with a clear rationale.

Risk Assessment

PDF · compliance matrix

DSG, EU AI Act, and compliance classified per use case.

Written Documentation

PDF · 15–25 pages

A 15–25 page report - solid enough for investment decisions, shareable with management and the board.

Auszug · Inhaltsverzeichnis

AI Potential Analysis - Results Report

Your company · delivered 2 weeks after the workshop

  1. 01Management SummaryS. 3
  2. 02Status Check & MaturityS. 5
  3. 03Prioritized Use Cases (Top 5–7)S. 7
  4. 04Scoring Matrix with Seven CriteriaS. 9
  5. 0518-Month Roadmap (Three Horizons)S. 11
  6. 06Risk and Compliance AssessmentS. 13
  7. 07Exclusion List with RationaleS. 15
  8. 08Next Steps & OwnersS. 17
Workshop Flow

How your workshop works.

Three variants, one proven methodology. You see exactly what happens before you book.

Duration
Half day + preparation + report follow-up
Format
Remote or on-site. Swiss travel costs included.
What you get
A written report (10–15 pages) with status, three prioritized use cases, and a roadmap - within 2 weeks.

Phases

  1. Before the workshop
  2. upfront
    Preparation
    Preparation questionnaire, process sketch, data room check. The Quatico consultant gets up to speed.
  3. During the workshop
  4. 30 min
    Status & expectations
    Maturity matrix, goal clarification, defining a picture of success for the half day.
  5. 45 min
    Process and pain-point mapping
    A systematic capture of the relevant workflows, pain points, and media breaks along the value streams.
  6. 45 min
    Use case ideation
    A structured collection along processes, departments, and customer journeys - not pure brainstorming.
  7. 45 min
    Scoring & prioritization
    A scoring matrix with benefit, effort, data, feasibility, risk, acceptance, and time-to-value.
  8. 45 min
    Develop the top 3
    For each top use case, a profile with owner, success criteria, data needs, and risk - ready for the investment decision.
  9. 30 min
    Roadmap & next steps
    Three horizons (quick wins, PoCs, strategic topics) with milestones and concrete first actions.
Your result
A written report (10–15 pages) with status, three prioritized use cases, and a roadmap - within 2 weeks.
Workshop Packages

Three ways to tackle AI in your company.

Wherever you stand today - we meet you there, and not further along. Swiss travel costs are included.

AI Starter

CHF 1'290one-time

A 120-minute session with prompting basics, a tool recommendation, and a mini status check.

  • Up to 50 participants included
  • 120-minute workshop (remote or on-site)
  • Prompting basics and three modes
  • Five practical examples from your everyday work
  • Tool recommendation (DSG-compliant) and guardrails
  • Mini status check (max 30 min)
Recommended

AI Potential Analysis

CHF 2'990one-time

A half-day workshop with a preparation and follow-up phase. Three prioritized use cases and a roadmap.

  • Half-day workshop (remote or on-site)
  • Recommended 6–8 participants (larger groups by arrangement)
  • Preparation questionnaire and data room check
  • Three prioritized use cases with a scoring matrix
  • Written report (10–15 pages) within 2 weeks
  • Roadmap with three horizons and owner assignment

AI Strategy & Investment Roadmap

CHF 6'900one-time

A full-day workshop with a preparation week and a 30-day follow-up. 5–7 use cases, an 18-month roadmap, and a business case per top use case.

  • Full-day workshop (remote or on-site)
  • Recommended 8–12 participants (larger groups by arrangement)
  • Preparation week with questionnaires and a data room check
  • 5–7 use cases scored against 7 criteria
  • 18-month roadmap with business case and investment estimate
  • Written documentation (15–25 pages) as a basis for decisions
  • 30-day follow-up included

All prices are plus VAT. Swiss travel costs are included; abroad based on effort.

Not included in the offer

For clear expectations - what the workshops deliberately don't cover (and where we can recommend suitable partners or follow-up services).

  • Legal advice and contractual compliance reviews
  • Implementation, detailed technical architecture, and system integration
  • Data migration and preparation of production data sets
  • Procurement of AI licenses or third-party software
  • Production operation and maintenance of AI solutions
Why Quatico

Why Quatico?

What sets us apart from traditional consulting:

We understand Swiss SMEs.

The DACH market, German, Swiss data protection, Swiss realities. No generic consulting decks.

We build what we recommend - and we're independent.

Quatico is primarily a software engineering firm. We recommend nothing we couldn't build or integrate ourselves. At the same time, we don't sell third-party software licenses and receive no commissions - our recommendation is never tied to sales incentives.

Fixed price and guarantee.

You know in advance what it costs. A money-back guarantee if no three implementation-ready use cases can be identified.

What to Watch For

What to watch for in an AI workshop you should ask.

The DACH market for AI potential analyses is hard to navigate. You should ask every provider these five questions - including us. That's how you tell honest consulting from a show.

  • Is the data situation checked?

    Without a data check, every potential analysis is too optimistic. In our preparation phase, we explicitly check data availability, quality, and access rights. Use cases without a realistic data foundation are flagged - not glossed over.
  • Are risks and compliance taken seriously?

    We assess every use case explicitly for data protection, the EU AI Act, and compliance - as part of the scoring matrix, not as a general clause at the end of the report. Legally critical use cases are flagged, with a clear recommendation on weighing the risk.
  • Do you get investable projects or just lists of ideas?

    Most AI workshops end with lists of ideas. For each top use case, we deliver a profile with owner, success criteria, effort, data needs, and a risk assessment - ready for the investment decision.
  • Is the advice tool-neutral?

    Commissions and reseller agreements color recommendations - even when the provider doesn't disclose them. Ask: Are there sales or license agreements with the recommended tools? Who benefits from the choice? Serious consulting discloses these incentives - or has none.
  • Is there a path to implementation - or does everything end at the roadmap?

    What you develop in the AI Potential Analysis or in the AI Strategy & Investment Roadmap is the preliminary work for our AI Agent Workshop. We build the first AI agent in 4–8 weeks - from a prioritized use case to a production agent. You decide whether and when.

If you ask a provider these questions and don't get clear answers - don't book. Not even with us.

The Next Step

Use case prioritized? From plan to agent.

The AI Potential Analysis gives you clarity about the potential and a prioritized use case. If you want to turn that into real automation, the AI Agent Workshop is the direct follow-on - we pre-build the agent for exactly this use case and enable your team to take it into production themselves.

AI Agent Workshop

Three packages from Solo Agent to Agent Orchestra - from CHF 18'000.

  • Pre-built agent prototype on your platform
  • Vendor-independent platform recommendation (n8n, Make, Zapier, Copilot, Agentforce, …)
  • Workshop on the built agent - your team understands every building block
  • Guided handover to your team, optionally operations by Quatico

The AI Potential Analysis doesn't require a workshop - if you continue internally afterward, there's no hidden contract extension.

Ready for clarity?

In a 30-minute call, we clarify whether the AI Potential Analysis fits your situation - and which package makes the most sense.