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Where we are todayWe have a working internal RAG application: a FastAPI service, a background ingestion worker, PostgreSQL, and a managed vector datab...

Project briefWe have approximately 24,000 historical English-language support tickets labelled across 12 routing categories. Our current keyword rules...

An order change should become a tracked case, not another email chainOur wholesale operations team receives around 120 order-related emails each busin...

The feature we are buildingOur customer support SaaS needs an AI-assisted ticket view. When a support agent opens a long conversation, they should be...

Help us decide where AI is worth implementingWe are a regional logistics business with approximately 80 employees. Our operations team handles shipmen...

We are building a trust-minimized escrow protocol in stealth. We aren't focused on marketing—we are focused on shipping secure, audited, on-chain logi...

Our organization currently does not have a structured understanding of its cybersecurity risks. While we rely on basic security practices, we lack a f...

Our infrastructure is growing rapidly, and security controls have been implemented ad-hoc over time, leading to architectural inconsistencies, misalig...

We detected unusual spikes in outbound traffic from one of our production servers, along with suspicious login attempts from unknown IP ranges. Our SI...

We are experiencing repeated security warnings from our automated scanning tools and have identified multiple potential vulnerabilities across our web...