Siren Analytics

Digital transformation in Lebanon is not just about technology, it’s about the government-citizen relationship, especially in times of crisis & recovery. Real impact comes from aligning data, decision-making, and accountability. Explore our policy paper: sirenassociates.com/content/digita…

𝐖𝐡𝐚𝐭 𝐝𝐨𝐞𝐬 𝐢𝐭 𝐭𝐚𝐤𝐞 𝐭𝐨 𝐝𝐚𝐫𝐞 𝐭𝐨 𝐝𝐫𝐞𝐚𝐦 & 𝐝𝐫𝐢𝐯𝐞 𝐦𝐞𝐚𝐧𝐢𝐧𝐠𝐟𝐮𝐥 𝐜𝐡𝐚𝐧𝐠𝐞? Carole Alsharabati, Founding Partner of Siren & CME, shares her perspective during the "Beirut Dares to Dream" podcast: youtube.com/watch?v=X5oiiM…

Across Lebanon, Jordan, & the Middle East, organizations and governments are no longer asking “Should we adopt AI?”, they are asking “How do we operationalize AI at scale?” sirenanalytics.com/main-content/s… #SirenAnalytics #DigitalTransformation #GovReform #AgenticAI #AIForGovernments

The #Youth4Governance Internship Program is back! 🚨 This opportunity is for YOU Curious, analytical, & impact-driven? Open to: Law, Political Science & IR, Business & Policy, Tech & Data. 📅 Apply by April 17 🔗 youth4governance.org/apply/ #y4G #Internship

In today’s landscape, many #monitoringdashboards offer strong design & functionality. #SirenAnalytics built one that is practical and truly useful. A dashboard that supports real decisions. The “Lebanon Eye” Dashboard is now live. monitorlebanon.com

If AI is everywhere, why its impact still so hard to find? Enterprise AI adoption is rising, but most organizations can’t clearly say what actually changed. The problem isn’t technology. It’s strategy Read more: sirenanalytics.com/main-content/e… #SirenAnalytics #EnterpriseAI #AI

The Government AI Readiness Index 2025 puts MENA 5th globally, but the real story is in the institutional gaps behind the numbers. That’s the space we work in, turning readiness into impact. Read more: sirenanalytics.com/main-content/a… #SirenAnalytics #AIReadiness #OxfordInsights

The hashtag#Youth4Governance Internship Program is back!

Syria … The Next Eldorado? Our team recently got back from Syria HiTech 2025. There were encouraging signals from government counterparts. For those thinking seriously about the Syrian market, let's connect! #SirenAnalytics #GovTech #HighTech2025 #Syria #Jordan #Lebanon

Govt reform isn’t usually a dream youth job. But when they’re given room to shape policy & improve services they show that youth leadership & innovation can move the system forward. Here’s to 5 years of @Youth4govLb sirenanalytics.com/main-content/f… W/thx @NLinLebanon @GermanEmbBeirut

🫆If an #AI system breaks the law, #Lebanon’s Penal Code offers no recourse, since machines can’t form intent. We propose indirect liability for the humans behind AI deployments to close that gap. 👓 Read more in our policy brief: sirenanalytics.com/main-content/t…

Innovation without governance isn’t progress - it’s a gamble. As AI systems grow more autonomous, the risks grow too. In our latest paper, we argue that governance for autonomous systems must be: ➰Dynamic 🔍 Transparent 🛡️ Layered sirenanalytics.com/main-content/a… #AgenticAI #AIgovernance

📑 #Lebanon’s contract law requires human consent—so gov can’t fully automate procurement. But using #AI as “electronic mandataries” under clear human mandates could speed up grants & vendor approvals without losing human oversight. 💡Read more sirenanalytics.com/main-content/t…

Who is accountable if an AI system causes harm? A joint‐liability model backed by mandatory AI insurance is one solution that would ensure victims can claim damages quickly. 🔗 Full policy brief sirenanalytics.com/main-content/t…

Lebanon’s laws don’t yet recognise AI agents as legal actors, which creates an accountability grey zone. In our recent policy brief we explore how “Electronic Legal Agents” can give AI limited personhood, so institutions can automate with confidence. 🔗 sirenanalytics.com/main-content/t…

Lebanon’s public sector is facing huge strain, but there’s a clear path forward. Our recent white paper lays out how agentic AI can help government institutions deliver better, faster, and more transparent services for everyone. buff.ly/sDu7nov

💬 What if AI could tell you whether a political statement actually holds up under international law? Our tool, built w/@LesSurligneurs @GcArabworld & @OIFrancophonie, was featured by @ARTEfr for doing just that. Watch the feature + learn more👇 sirenanalytics.com/main-content/a…

Elections are pressure tests for public systems. Youth innovation can help turn that pressure into progress. In Lebanon's 2025 local elections this led to: ✅ Real-time visibility ✅ Empowered teams ✅ Greater responsiveness w/ @NLinLebanon @Youth4govLb sirenanalytics.com/main-content/l…

The @Youth4govLb platform has 'Rebuilding statecraft, restoring trust' as its motto. Bringing highly qualified students to assist the public sector, that's exactly what Y4G does: serving the public better. For example with @MOIM_Lebanon. Glad the Netherlands could help

AI can now act on its own. Are our legal systems ready for autonomous digital agents in governance, service delivery, and legal processing? 📘 Explore 10 bold legal proposals to bring #Lebanon responsibly into the age of #AgenticAI. 🔗 sirenanalytics.com/main-content/t…