Early results and next milestones

An initiative already moving, with evidence slots ready for verification

Progress and early results

The timeline communicates momentum alongside verified participation numbers and evidence from the Morocco implementation.

April 2026

Human-centered co-design workshop

Local stakeholders explored needs, practical use cases, and safe AI literacy priorities.

May 2026

Digital security and safe AI use training

Local actors prepared for responsible AI use, privacy awareness, and misinformation risks.

Use-case mapping and tool scoping

The Morocco pilot is translating real governance needs into a scoped AI mentor experience.

Next phase

Implementation, replication testing, and replication documentation

Active implementation with elected councillors and civic actors, ongoing replication testing with partner organizations, safeguards refinement, and the documentation package for I4C MENA Hub and EuroMedAI adaptation.

Voices from the field

What elected women and civil society leaders said after trying AMSA

During implementation workshops in Beni Mellal-Khenifra, we asked elected women and civil society leaders to use AMSA directly and share their feedback. These are their words.

Leila Sebti

Sidi Yaaqoub

Communal councillor

يعطي الأجوبة في المتناول يعني أنه يجيب عن أي سؤال بالإضافة إلى أنه يدعمك بالسند القانوني من القانون التنظيمي 113.14 يعني أنه يعطي أجوبة مضبوطة وصحيحة 100%. الله اعطيكم الصحة، بصراحة موقع جيد ودابا لم يبق لدينا أي إشكال؛ أي سؤال فيه غموض لدينا بمجرد طرحه سنحصل على الجواب، سواء يتعلق بالجماعة أو الجهة أو العمالة. يعني يجيب عن أي سؤال ويدعمك بالسند القانوني، يعني جواب صحيح وليس من فراغ.

It gives answers that are easy to reach - it answers any question and backs you up with the legal basis from Organic Law 113.14, so the answers are accurate and 100% correct. Honestly, may God reward you - it's a good site. Now we no longer have any issue; any question with ambiguity gets an answer as soon as we ask it, whether it relates to the commune, the region, or the province. It answers any question and supports you with the legal basis - a real answer, not made up.

Beni Hassan

طرحت عدة أسئلة وكانت الإجابة جيدة ومفصلة ومشروحة بطريقة جيدة. جزاكم الله خير.

I asked several questions and the answers were good, detailed, and well-explained. May God reward you.

Chrifi Fatima

دخلت إلى الموقع وطرحت سؤالين، والملاحظة التي لاحظتها هي أنه لا يخرج عن السياق القانوني، يعني أنه إذا لم يكن هناك نص قانوني فإنه يستند به ولا يخرج عن الإطار القانوني، وفي حالة ما إذا لم يكن هناك نص قانوني فإنه يخبرك بذلك. هذه هي ملاحظتي التي تطرقت إليها خلال طرح الأسئلة.

I visited the site and asked two questions. What I noticed is that it stays within the legal scope - if there is a legal text, it cites it, and if there isn't, it tells you so. That was my observation while asking the questions.

Fatiha Rahili

هذا التطبيق يساعد عن الإجابة عن الأسئلة، ولكن المشكل هو أنه يتأخر عن الإجابة، يعني يستغرق مدة 18 ثانية للإجابة عن السؤال الواحد، ولا يعطي أجوبة دقيقة. مع ذلك يبقى سهل الاستعمال ومفيد في بعض الحالات.

This application helps answer questions, but the issue is that it takes too long - about 18 seconds per question - and the answers aren't always precise. Still, it remains easy to use and useful in some cases.

Fatima Mzid

Aït Ouaardi

أنا طرحت أسئلة تقريباً عن التطبيق. السؤال الأول كانت الإجابة عنه ممتازة. السؤال الثاني لم يستطع الإجابة عنه. أما السؤال الثالث فقد كان جواب طويل. نتمنى أن يتم تطوير نسخة خاصة بالأمازيغية.

I asked a few questions about the app. The first one got an excellent answer. The second one it couldn't answer. The third had a long response. We hope a dedicated Tamazight version will be developed.

Lamyaa Rakib

Beni Mellal-Khenifra

Civil society leader

شهادة قيد التحضير من ورشة بني ملال خنيفرة.

Testimony from the Beni Mellal-Khenifra workshop coming soon.

Said Mahir

What the Béni Mellal-Khénifra pilot produced

The proof, in numbers

Key indicators

We measure inclusive local governance through participation (who engaged and co-designed), capability (who can now use AI safely), and grounding (answers cited to official sources). Numbers update as the pilot continues and are corroborated by the case studies and testimonies below.

Elected women engaged

Communal councillors who tested AMSA directly in workshops.

Béní Mellal-Khénifra

Civil society members

Civil society leaders and association staff in co-design sessions.

Pilot region

Benchmark accuracy

23/30 cases passed on the mixed evaluation suite.

Internal eval

Hallucination traps caught

Every fabricated-citation trap in the benchmark is currently caught.

Communes represented

Distinct communes across the pilot region.

Official sources in corpus

Constitution, Organic Laws 111/112/113.14, DGCT and IEECAG materials.

How AMSA was used, commune by commune

On the ground

Three deep dives from Béní Mellal-Khénifra showing the move from a local concern to a concrete civic action. Photography and full write-ups are being finalized with each commune's consent.

Case study photo pending

The challenge

How AMSA helped

The outcome

Aït Ouaardi

Béní Mellal-Khénifra

Elected councillors wanted to raise gender-sensitive budget questions but lacked a quick way to anchor them in the Organic Law and feared improvising in session.

Councillors used AMSA to draft structured budget questions cited to Articles 156-168 of Organic Law 113.14, then verified them against the commune's Programme of Action.

Members reported walking into sessions with grounded, respectful questions - and asked for a dedicated Tamazight version to widen reach further.

Local actors were unsure whether an AI tool would stay within the legal frame or drift into invented claims on sensitive governance questions.

Participants stress-tested AMSA with statutory questions, watching whether it cited a legal text or clearly said when none existed.

Councillor Chrifi Fatima confirmed AMSA stays within the legal scope - citing a text when one exists and saying so plainly when it does not.

Civil society leaders needed to turn diffuse community concerns about youth spaces into a memorandum that institutions would actually read.

Using AMSA's memorandum structure, they built a one-page brief with named beneficiaries, local evidence, and recommendations scoped to commune competences.

A vague concern became a structured institutional ask - and surfaced practical feedback on response time that is feeding the next iteration.