Public targets of the "Morocco for Artificial Intelligence 2030" roadmap, presented in Rabat on 9 September 2026 by the Ministry of Digital Transition. These are announced targets, not measured results. Source: TelQuel, 9 septembre 2026.
Build the business case
- Select one problem and user group.
- Measure the baseline.
- Define the expected change and observation period.
- Estimate implementation and operating costs.
- Set continue, change, and stop conditions.
Use defensible measures
| Component | Examples | Measure |
|---|---|---|
| Value | Time, errors, cycle time | Comparable before and after |
| Direct cost | Licenses, integration, infrastructure | Initial and recurring |
| Human cost | Training, review, support | Loaded time by role |
| Risk | Error, outage, data exposure | Thresholds and incidents |
| Adoption | Useful active use | Behavior, not created accounts |
Base formula: (measured gains − full costs) / full costs. Add quality, risk, and user-experience measures.
Budgeting in Morocco
A generic price would be misleading. Cost depends on users, data sensitivity, system integration, customization, controls, and training. Begin with scope and assumptions.
Pilot or roadmap?
Create a lightweight roadmap before the pilot so data, security, architecture, and governance decisions remain coherent. Keep the experiment limited and measurable.
Scale with control
Scaling requires a business owner, stable quality, monitoring, support, a cost model, and stop rules. Consultor connects the business case with adoption and governance.
Sources
Use the OECD AI Principles and the data-protection context documented by the Moroccan CNDP.
Questions fréquentes
How do you calculate AI project ROI?
Measure operational gains and subtract licenses, integration, data, human review, training, support, and ongoing operation.
Should a company start with a pilot or an AI roadmap?
Define a lightweight roadmap and shared rules, then test a limited use case with explicit continuation and stop criteria.
How much does enterprise AI integration cost in Morocco?
Cost depends on scope, users, data, integration, controls, and adoption. A credible estimate starts with a diagnosis.