Security Audit
Deep audits with prioritized fixes, SBOM hygiene checks, and exportable reports (JSON/PDF). Ideal for quick wins and executive summaries.
CLARA — the AI cybersecurity platform that detects, explains, and responds in real time
Built by stm.ai and funded by a €1.7M non-dilutive grant, CLARA combines a security-specialized LLM (CLARA Core) with deployable agents for security audits, network monitoring, and secure browsing. Hybrid deploy. Explainable by design.
EU grant funded
On-prem or cloud
Explainable AI
Privacy by design
Product snapshot
CLARA ships as a modular platform: a security-specialized core model with three production-ready agents.
Network Monitoring
Real-time anomaly detection and alerting with human-readable explanations and suppression of noisy patterns to reduce alert fatigue.
Browser Protection
In-session phishing/malware defense, URL risk scoring, and safe-action suggestions for employees without breaking workflows.
Who CLARA is for
SMB & Mid-market IT
Deploy in hours. Start with Audit + Browser Protection. See tangible fixes and compliance uplift in week one.
Regulated industries
Data locality, on-prem options, and explainable decisions. Align with GDPR, AI Act, and CRA from day one.
Education & workforce
Education Platform to train and certify staff. Turn feedback into better agents using privacy-preserving learning.
Other STM products
CLARA (flagship)
This site is all about CLARA. You’re in the right place.
LLMentor
Our LLM education/coaching product. Visit the standalone site.
Pricing
Public pricing helps reviewers see product intent. Early Access includes usage-bounded credits; Enterprise supports on-prem and custom agents.
Docs (public preview)
Quickstart
1. Sign up → Get org key
2. Connect a target (repo, endpoint, subnet)
3. Run first audit: POST /v1/agents/audit/run
4. View report in dashboard → export PDF
API (outline)
POST /v1/agents/audit/run
GET /v1/reports/{id}
POST /v1/alerts/ack
Security & data handling
No raw log exfiltration by default. Keys via KMS. Federated learning + differential privacy options. Full auditability.
Other Projects
Selected projects we’ve been involved in. These are now part of our archive as our focus is shipping CLARA.
PDkit
Open-source data science toolkit for Parkinson’s Disease, supported by the Michael J. Fox Foundation. Contributed to design, development, and validation.
INCom
Innovative commerce platform with intelligent assistance: Romanian ASR (Mozilla DeepSpeech), NLP for product associations, visual/face recognition, and RL pathfinding.
GoodMine
Algorithms with open-source LLMs to identify product categories/states, with an LLM-controlled crawler for vector DBs and data collection using DPO/RLHF.
Me, Human (Science Museum)
Live scientific experiment on how ancient vertebrate-brain traits underpin human behaviours; we contributed research on face recognition and speech generation.
Automated Speech Recognition (EF)
Venture exploration at Entrepreneur First using SOTA ASR/NLP/NLU to reduce meeting overhead; trained and deployed on AWS/GCP. Learn about EF →
Gait Detection & Analysis
Prototype desktop app (PyQt) at myrecovery: extracted 2D gait features from smartphone videos via CNNs, segmentation, and pose estimation with a bespoke data-collection pipeline. Request case study →
Market Intelligence Tool
Bespoke Python/SQLAlchemy system for Atlantis Capital Management to capture knowledge from trading activity with forecasting models back-tested on market data. Request case study →
LLMentor
Our LLM education/coaching product with its own site.
About stm.ai
stm.ai is a product company focused on building CLARA, our AI cybersecurity platform. We also created LLMentor.
Founded by Cosmin Stamate, our team blends machine learning, security engineering, and product design. We are EU-based and funded by a €1.7M non-dilutive grant to accelerate CLARA from research to production.
Today our focus is shipping CLARA (Core + Agents), with data-protection by design (on-prem or cloud) and explainable decisions. Previous bespoke work is archived under Other Projects.
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