(client cases)

Client cases — anonymized examples

These examples illustrate real assignments, with and without AI. Client names are not disclosed. Facts provided by the client are distinguished from independent verifications, and the identified distributors are presented as leads to qualify, not as signed partners.

Robotics in Europe

Without AI
Context

A player in the robotics sector wanted to present its equipment and prospect in Europe.

Decision to prepare

How to exhibit the equipment and open first commercial contacts without tying up stock.

Work carried out

Setting up an ATA carnet for temporary admission of the equipment, searching for local agents and manual prospecting (including LinkedIn) to identify contacts.

Role of AI

No use of AI: research and introductions carried out manually.

Human validation

Selection and verification of agents and contacts done manually.

Confirmed result / next validation

Equipment presented in good order thanks to the ATA carnet and first contacts established. Next validation: in-depth qualification of the identified agents.

Import China → Poland (iron sulfate)

With AI
Context

A project to import iron sulfate from China to Poland.

Decision to prepare

Secure a supply chain (suppliers, warehouses, clients, logistics) and present a clear decision to management.

Work carried out

Identification of potential suppliers and clients, logistics and warehousing organization, preparation of validation tables for management.

Role of AI

AI accelerated the search for information and the cross-referencing of sources.

Human validation

Data interpretation and logistics trade-offs validated manually before presentation to management.

Confirmed result / next validation

Decision tables delivered to management. The identified suppliers and clients still had to be contracted: they are contacts found, not signed partners.

Industrial materials Russia – Europe

Without AI
Context

Trade in industrial materials between Russia and Europe.

Decision to prepare

Verify compliance (standards, quality) and structure commercial follow-up.

Work carried out

Checking standards and quality, handling samples and setting up follow-up in a CRM.

Role of AI

Assignment carried out without AI.

Human validation

Compliance and quality checks conducted and validated manually.

Confirmed result / next validation

Structured commercial follow-up and qualified samples. Next validation: continuation of commercial exchanges.

Food supplements in Central Asia

With AI
Context

A market analysis project for food supplements in Central Asia.

Decision to prepare

Assess the regional potential and identify distribution leads.

Work carried out

Analysis carried out over about three months, comparison of several markets, identification of potential distributors and formulation of hypotheses on the regional potential.

Role of AI

AI accelerated the multi-market comparison and the cross-referencing of sources.

Human validation

Hypotheses and interpretations validated by human analysis. The identified distributors are presented as leads to qualify, not as signed partners.

Confirmed result / next validation

A comparative reading of the markets and hypotheses on regional potential. Next validation: qualification of the distributors and field testing.

These examples are complemented by field experience in China, notably in Shenzhen and Wuhan, which feeds the knowledge of local practices.

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