Top 57%
in this catalogue (246 scored practices)
Scores cluster high, so position within the catalogue is often more telling than the number alone.
Evidence of impact / measured public value2/3
DGI 2024 Annual Report (relayed by Médias24 and Aujourd'hui le Maroc, June 2025) documents 17.77 billion MAD in additional audit revenue (+26% YoY) and 11,169 DGIBot conversations. AI's specific share of the revenue improvement vs. increased audit inspector capacity (+32% more on-site inspections) is not independently isolated.
Transparency, fairness & accountability1/3
DGI publishes annual activity reports with chatbot interaction counts and audit revenue; January 2022 chatbot launch publicly announced. No published AI model documentation, bias assessment, or independent audit of SAR accuracy or false positive rate.
Transferability / demonstrated replication2/3
The SAR concept (ML cross-referencing government databases for compliance targeting) and bilingual Arabic/French chatbot design are technically adaptable to other North African and MENA tax authorities. No documented replication by a peer tax administration confirmed.
Scalability beyond pilot2/3
SAR covers all DGI taxpayer records nationally; DGIBot deployed across web portal and Daribati mobile app serving 2.5 million digital subscribers. Chatbot handles approximately 9% of total customer support volume (11,169 of 113,119 requests in 2024).
Governance, capability & sustainability1/3
DGI publishes annual reports with outcome metrics; DGIBot governed under Law 55-19 on administrative simplification. No published AI-specific governance framework for SAR, no documented appeal mechanism for AI-flagged audit cases, and no independent oversight body confirmed.
Evidoria. Marruecos DGI — Chatbot IA DGIBot y sistema ML de análisis de riesgos para el cumplimiento fiscal y los servicios ciudadanos. Persistent ID: 1d2eccf4-aef1-4ecc-8c3e-d7eb6b14e2c3.