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Où l’IA crée-t-elle réellement de la valeur dans l’entreprise ? | TransNumerik
Artificial IntelligenceOctober 20, 2026

Where does AI create? genuinely valuable within the company?

Finance, HR, operations, IT, cybersecurity, executive management: discover where artificial intelligence can deliver the first measurable results within your organization.

Discover use cases
CIBLECEO • Deputy CEO • CIO • HR Director • Functional/Business Directors
IAFinanceRHOperationsIT & SICyberDirection

Artificial Intelligence is now a core priority for many organizations. Yet, the most successful projects do not begin with technology. They begin with a clearly identified business need.

For leaders, the question is therefore not where to deploy AI across the board, but rather where it can deliver the first measurable results. To better understand this potential, let’s examine how AI can tangibly create value within various departments of a company.

The real question is not “where should we put AI?”, but rather “where can it create measurable value?”
Use cases by department

Six areas where AI creates value

Each department can identify concrete, high-impact, and measurable opportunities.

01

Finance

Accelerate analysis and make decision-making more reliable

  • Analyze financial data more quickly
  • Produce summaries and reports
  • Detect certain anomalies
  • Improving forecasts
  • Facilitate the search for critical information
ResultMore time dedicated to analysis and decision-making.
02

Human Resources

Simplifying the employee experience

  • Generate and optimize job descriptions tailored for ATS (Applicant Tracking Systems)
  • Facilitate the integration of employees
  • Addressing recurring internal questions
  • Identify training needs
  • Quickly search for HR information
ResultHR teams with more time available for tasks with high human value.
03

Operations

Gagner en efficacité

  • Automate certain repetitive tasks
  • Identify recurring incidents
  • Analyze operational reports
  • Anticipate certain needs
  • Improve process monitoring
ResultReduced turnaround times and better operational quality.
04

IT and IS Support

Modernizing user support

  • Automatically qualify tickets
  • Direct users to the appropriate level of support
  • Direct users to the appropriate level of support
  • Reduce processing times
  • Improve the user experience
ResultFaster support and IT teams refocused on strategic matters.
05

Cybersecurity

Strengthen detection and responsiveness

  • Detect abnormal behaviors
  • Prioritize critical alerts
  • Strengthen security checks
  • Accelerate incident response
ResultUne meilleure protection des données et une réduction des risques.
06

General Management

Making faster decisions through data

  • Generate executive summaries
  • Analyser les données disponibles
  • Producing augmented dashboards
  • Identify trends and discrepancies
  • Facilitating decision support
ResultFaster, better-informed decisions that are aligned with company priorities.

AI does not need to start with a gigantic project.

A suitable initial use case must, above all, address a real problem, rely on actionable data, and produce a measurable result.

Method

How do you choose the right first use case?

Before launching an AI project, ask yourself five questions:

  1. 01
    Need

    Is the business problem clearly identified?

  2. 02
    Data

    Are the necessary data available and usable?

  3. 03
    Measure

    Can the result be measured using a precise indicator?

  4. 04
    Mastery

    Can the risks related to data, access, and usage be brought under control?

  5. 05
    Sponsor

    Is a business sponsor committed?

Conclusion

AI creates value when it starts from the business.

AI creates value when it addresses a concrete business need. Whether in finance, HR, operations, IT, cybersecurity, or executive management, every department can identify high-impact opportunities. The key is to start with a use case that is realistic, measurable, and aligned with the company’s priorities.

AI Guide for CIOs

Identify the priority use cases for your organization

Download our AI Guide for CIOs and identify the priority use cases for your organization.

Download the AI ​​Guide for CIOs
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Next article • October 27, 2026

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