Open-source infrastructure for the next generation of fintech.
We're building the operating system for financial vigilance — starting with transaction monitoring, now expanding into AI-powered compliance automation.
Our flagship project. A single-binary, real-time transaction monitoring engine.
- 60-Second Deploy — No Kubernetes. No microservices. Just download and run.
- Secure by Design — Built with lessons from protecting national payment rails.
- Open Source — Apache 2.0. Run it on your infrastructure. Own your data.
Transaction monitoring for everyone who isn't a bank.
AI-powered SAR narrative generation. A fine-tuned LLM that transforms Osprey's raw alert output into structured, analyst-ready compliance narratives — replacing hours of manual report writing with seconds of inference.
- Instant Narratives — Feed it an Osprey alert JSON, get a complete SAR-style report
- 12 FATF Rules + 6 Typologies — Full coverage of AML/CFT compliance framework
- Run Anywhere — Available as LoRA adapter (HuggingFace) or quantized GGUF (Ollama)
- Trained on Synthetic Data — No real customer data used, fully reproducible
From alert to narrative in seconds, not hours.
Get the model:
| Platform | Link | Format |
|---|---|---|
| 🤗 HuggingFace | josephgoksu/osprey-narrator-v0.1 | LoRA adapter |
| 🦙 Ollama | josephgoksu/osprey-narrator | Q4_K_M GGUF |
# Try it now with Ollama
ollama run josephgoksu/osprey-narratorWe're engineers who built fraud detection systems for national payment infrastructure. Now we're making that same rigor accessible to everyone.
Website • Osprey • HuggingFace • Ollama • All Repos