AI opportunity assessment for SMEs

First we understand the processes. Then we assess whether AI is truly useful.

We help small and medium-sized businesses understand where Artificial Intelligence can create concrete value in daily processes: documents, information, quotations, emails, repetitive tasks, errors and rework.

We do not propose AI everywhere. We do not start from ready-made tools. We start from how the company works today.

The goal is to identify realistic, controllable and sustainable opportunities.

Request the free mini-assessment See the process
AI and Process Path
  1. 01
    Free mini-assessment

    Non-technical questionnaire and concise report.

  2. 02
    Operational assessment

    Guided interview on processes, concrete examples and digital tools.

  3. 03
    Roadmap or pilot

    Limited experiment, KPIs, usage rules and human oversight.

When it helps

This assessment is useful if your company...

  • Wastes time searching for information, documents, price lists or procedures.
  • Often rewrites emails, offers, reports or similar documents.
  • Requires too many manual steps to prepare quotations.
  • Keeps key information in the heads of only a few people.
  • Has recurring errors, omissions or rework.
  • Has digital tools, but uses them only partially.
  • Someone already uses AI tools without shared rules.

What we assess

We look at daily work before technology.

We assess how the company manages daily activities, documents, information, communications, digital tools and operational flows. The goal is to understand where AI can be useful, where it is premature and where it is not the right tool.

Repetitive activities

Manual steps, recurring errors, rework and low-value tasks.

Documents and information

Document flows, price lists, catalogs, procedures, archives and internal knowledge.

Communications

Recurring emails, customer requests, tickets, messages and repeated response tasks.

Quotations and offers

Proposal preparation, data collection, approval steps and supporting materials.

Existing tools

Software already in place, actual team usage, integrations and operational limits.

Risks and control

Data, privacy, output reliability, responsibility and human oversight.

What we do not do

The preliminary assessment is not a race to automation.

In the initial phase we do not install software, propose ready-made platforms or automate processes before understanding whether there is a real benefit.

  • One-size-fits-all solutions.
  • Replacement of the company management system.
  • Premature automations.
  • Uploading confidential data to public AI tools without authorization.
  • Automatic decisions on critical activities.
  • Technology proposals before understanding the process.

Method

A lightweight and progressive path.

1

Free mini-assessment

An initial non-technical questionnaire to understand which operational problems emerge and whether the minimum conditions to proceed exist.

Output: concise report.
2

Operational AI and Process assessment

A guided interview on the processes that emerged, with observation of concrete examples: documents, emails, quotations, folders, procedures and digital tools.

Output: opportunity map, risks, quick wins and roadmap.
3

Roadmap / Controlled pilot

A limited and measurable experiment on a specific process.

Output: pilot scope, KPIs, usage rules, human oversight and final decision.

What the company receives

A clear, usable summary for decision-making.

  • Snapshot of the main operational frictions.
  • List of realistic AI opportunities.
  • Intervention priorities.
  • Risks and limits.
  • Activities that should not be automated.
  • Documentation or organizational prerequisites.
  • Possible quick wins.
  • Roadmap proposal.

Examples of candidate activities

Concrete, bounded and verifiable areas.

Fast search

Assisted consultation of catalogs, price lists, manuals and internal procedures.

Recurring drafts

Preparation of replies to emails, messages and frequent requests.

Offers and quotations

Support for information collection and preparation of sales materials.

Summaries

Summaries of documents, meetings, customer requests and operational materials.

Classification

Preliminary sorting of tickets, messages, requests or repetitive content.

Operational checklists

Creation of work outlines and support for consulting internal procedures.

Confidentiality and data

Controlled use of company information.

During the assessment, confidential business, commercial, technical or organizational information may emerge.

For this reason we work with minimization, confidentiality and prudent use of AI tools. When appropriate, the activity can be preceded by a confidentiality agreement.

Free mini-assessment

Do you want to understand whether AI can create value in your daily processes?

We start from a non-technical questionnaire and an initial assessment of operational frictions, without proposing tools before understanding the process.

Request the free mini-assessment

Realistic opportunities, clear risks, sustainable next steps.