Concrete AI use cases for SMEs and mid-size companies

AI can create value quickly on very operational topics, without necessarily requiring long projects or heavy investment.

Productivity and automation

Automatic generation of meeting minutes, sales reports or operational summaries.

Automatic sorting of incoming requests by topic, urgency or priority level.

Reducing time spent on low-value administrative tasks.

AI assistant able to answer team questions based on the company’s internal documents.

Fast access to procedures, contracts, history or business documents.

Automated tracking of regulatory, competitive or sector-specific topics.

Assistance in preparing meetings with client information synthesis.

Pre-analysis and categorisation of incoming requests.

Help drafting personalised responses for sales or support teams.

Identification of key clauses, deadlines or points of attention.

Assistance in analysing tender documents and preparing responses.

Structured retrieval of information from PDFs, forms or unstructured documents.

Analysis and summary of candidate profiles against defined criteria.

Assisted drafting of job descriptions, interview notes or HR reports.

Creating internal assistants to support the integration of new team members.

Some ideas sound impressive but create little real value once confronted with real-world constraints.

An important part of the diagnostic is distinguishing genuinely useful use cases from poor ideas before they consume time and budget.