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README.md
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@@ -21,19 +21,22 @@ This is where we open-source the model side of that work. Everything here
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targets a real bottleneck in regulated AI β from compliance-grade text
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understanding to the generation models that power the platform itself.
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## Coming soon
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**
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weighted for Central & Eastern European languages most detectors ignore.
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- **Contract Red-Flag Explainer** β spots and explains risky clauses in
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plain language ("what am I actually signing?").
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- **Fraud & Scam Detector** β a Qwen3-1.7B fine-tune for scam and fraud
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patterns.
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**Platform generation models**
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- **Ontology Model** β generates and maps domain ontologies for agent
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grounding.
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- **BPMN Generation** *(planned)* β natural language β BPMN process models.
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- **UI Generation** *(planned)* β interfaces generated on the fly.
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targets a real bottleneck in regulated AI β from compliance-grade text
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understanding to the generation models that power the platform itself.
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## Available now
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**CEE PII Detector** ([`cee-pii`](https://huggingface.co/flowxai/cee-pii)) β
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multilingual PII detection fine-tuned on GLiNER, weighted for Central & Eastern
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European languages most detectors ignore. Benchmarked on
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[`cee-pii-bench`](https://huggingface.co/datasets/flowxai/cee-pii-bench).
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**Scam & Fraud Detector** β [`scam-guard-qwen17b`](https://huggingface.co/flowxai/scam-guard-qwen17b) (2B)
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and [`scam-guard-qwen06b`](https://huggingface.co/flowxai/scam-guard-qwen06b) (0.6B),
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Qwen3 fine-tunes for scam and fraud patterns. Evaluated on
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[`scamguardbench`](https://huggingface.co/datasets/flowxai/scamguardbench).
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## Coming soon
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- **Contract Red-Flag Explainer** β spots and explains risky clauses in plain language ("what am I actually signing?").
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- **Ontology Model** β generates and maps domain ontologies for agent grounding.
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- **BPMN Generation** *(planned)* β natural language β BPMN process models.
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- **UI Generation** *(planned)* β interfaces generated on the fly.
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