Update README.md

README.md

@@ -23,19 +23,17 @@ understanding to the generation models that power the platform itself.
 
 ## Available now
 
-**CEE PII Detector** ([`cee-pii`](https://huggingface.co/flowxai/cee-pii)) —
-multilingual PII detection fine-tuned on GLiNER, weighted for Central & Eastern
-European languages most detectors ignore. Benchmarked on
-[`cee-pii-bench`](https://huggingface.co/datasets/flowxai/cee-pii-bench).
 
-**Scam & Fraud Detector** — [`scam-guard-qwen17b`](https://huggingface.co/flowxai/scam-guard-qwen17b) (2B)
-and [`scam-guard-qwen06b`](https://huggingface.co/flowxai/scam-guard-qwen06b) (0.6B),
-Qwen3 fine-tunes for scam and fraud patterns. Evaluated on
-[`scamguardbench`](https://huggingface.co/datasets/flowxai/scamguardbench).
+**CEE PII Detector (cee-pii)**: multilingual PII detection fine-tuned on GLiNER, weighted for Central & Eastern European languages most detectors ignore. Benchmarked on cee-pii-bench.
+
+**Scam & Fraud Detector**: scam-guard-qwen17b (1.7B) and scam-guard-qwen06b (0.6B), Qwen3 fine-tunes for scam and fraud patterns. Evaluated on scamguardbench.
+
+**Contract Red-Flag Explainer (caveat)**: on-device model that spots and explains risky clauses in plain language ("what am I actually signing?"). Runs privately in English, Romanian, Polish, and Hungarian, returns structured JSON across a 34-clause taxonomy. Qwen3-4B fine-tune, benchmarked on RedFlag-Bench.
+
+
 
 ## Coming soon
 
-- **Contract Red-Flag Explainer** — spots and explains risky clauses in plain language ("what am I actually signing?").
 - **Ontology Model** — generates and maps domain ontologies for agent grounding.
 - **BPMN Generation** *(planned)* — natural language → BPMN process models.
 - **UI Generation** *(planned)* — interfaces generated on the fly.