AI & ML interests

AI agents and open-weight small models for regulated industries: PII detection, document intelligence, contract review, and fraud detection for banking, insurance, and logistics.

Recent Activity

bogdanraduta  updated a collection 7 days ago
FlowX Cross-Industry Models
bogdanraduta  updated a model 7 days ago
flowxai/docformner
bogdanraduta  published a model 7 days ago
flowxai/docformner
View all activity

Organization Card

FlowX.AI

Open, on-device AI for regulated industries. We build small, private, fast models that run on-premise with zero data egress, so banks, insurers, and logistics operators can use AI without sending customer data to a cloud.

🧠 OpenNER — small on-device extraction models

28 fine-tuned encoder models for structured extraction, PII detection, and de-identification. Apache-2.0. Benchmarked against the latest frontier LLMs (GPT-5.4, Gemini 3.x, Claude Haiku): matching or beating them on structured extraction at ~100 ms/doc, $0, and zero data egress.

Every identifier is checksum-validated (IBAN mod-97, card Luhn, ISIN/LEI, container ISO-6346, VIN, 8 national IDs). Ships with a de-identification engine (6 policy profiles + signed audit reports) and ONNX / INT8 edge exports. Runs on CPU, Apple Silicon, one GPU, or in the browser.

Other model families

  • Semantic Mapper · Sentinel Gate — ontology extraction + escalation gating
  • Scam Guard — scam / fraud detection
  • BPMN Gen — business-process generation

Small models, on your hardware. Apache-2.0. flowx.ai