Domminique/saskia

Saskia — Real-time event telemetry and autonomous agentic growth for East Africa’s creative economy. # 🎬 Saskia: Real-Time Event Telemetry & Autonomous Agentic Growth for East Africa’s Creative Economy > **Saskia** is an autonomous Studio Director AI engine designed for East Africa's rapidly expanding creative economy (Nairobi, Mombasa, Kisumu, Kampala, Dar es Salaam). Combining **ClickHouse** sub-second OLAP telemetry with **Google Gemini** structured function calling, Saskia continuously monitors ticket sales velocity, radio airplay, and social sentiment to autonomously dispatch dynamic pricing adjustments, hyper-targeted regional promo campaigns, and critical production alerts. --- ## 🌟 The Problem & Opportunity East Africa's creative economy is booming—from sold-out festivals like *Blankets & Wine* and *Sol Fest* to chart-topping Gengetone and Afropop airplay. However, event organizers, record labels, and festival producers face critical operational bottlenecks: 1. **Blindspot Ticketing Drop-offs:** Organizers don't realize high-margin VIP tiers are lagging until days before the event. 2. **Fragmented Regional Airplay:** Radio and social sentiment data across Kenyan and regional channels (Radio Maisha, Classic 105, TikTok KE) are siloed. 3. **Delayed Interventions:** Pricing adjustments and promotional campaigns are manual, reactive, and often too late. **Saskia solves this with autonomous real-time intelligence:** - Ingests high-throughput telemetry into **ClickHouse** with sub-millisecond aggregations. - Evaluates live friction and anomaly signals using **Gemini**. - Autonomously executes dynamic interventions via direct tool calling. --- ## 🏗️ System Architecture ```mermaid flowchart TD subgraph DataSources["📡 Real-Time Telemetry Streams"] A1["Ticket Gateways & POS (KES Sales)"] A2["East African Radio Airplay (Maisha, Classic 105, Capital FM)"] A3["Social & Streaming Sentiment (TikTok KE, Spotify KE)"] end subgraph Ingestion["⚡ Stream Ingestion"] B["Mock Streamer / Live Ingest Pipeline"] end subgraph ClickHouse["🐘 ClickHouse High-Performance …