---
title: README
emoji: 📈
colorFrom: yellow
colorTo: gray
sdk: static
pinned: true
license: apache-2.0
---
# FLOWX.AI

**The agent orchestration platform for regulated industries.**

FlowX.AI helps banks, insurers, and other regulated enterprises build, run,
and *govern* production AI agents on top of the systems they already have.
The platform is LangGraph-native and pairs agent building with a real
governance layer — observability, policy enforcement, ROI measurement, and
EU AI Act compliance.

This is where we open-source the model side of that work. Everything here
targets a real bottleneck in regulated AI — from compliance-grade text
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).

## 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.

**Follow us** to get these the day they drop.

[flowx.ai](https://flowx.ai) · [github.com/flowx-ai](https://github.com/flowx-ai) · [LinkedIn](https://linkedin.com/company/flowxai)