Security Audit
Deep audits with prioritized fixes, SBOM hygiene checks, and exportable reports (JSON/PDF). Ideal for quick wins and executive summaries.
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.
CLARA ships as a modular platform: a security-specialized core model with three production-ready agents.
Deep audits with prioritized fixes, SBOM hygiene checks, and exportable reports (JSON/PDF). Ideal for quick wins and executive summaries.
Real-time anomaly detection and alerting with human-readable explanations and suppression of noisy patterns to reduce alert fatigue.
In-session phishing/malware defense, URL risk scoring, and safe-action suggestions for employees without breaking workflows.
Deploy in hours. Start with Audit + Browser Protection. See tangible fixes and compliance uplift in week one.
Data locality, on-prem options, and explainable decisions. Align with GDPR, AI Act, and CRA from day one.
Education Platform to train and certify staff. Turn feedback into better agents using privacy-preserving learning.
This site is all about CLARA. You’re in the right place.
Our LLM education/coaching product. Visit the standalone site.
Public pricing helps reviewers see product intent. Early Access includes usage-bounded credits; Enterprise supports on-prem and custom agents.
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
POST /v1/agents/audit/run
GET /v1/reports/{id}
POST /v1/alerts/ack
No raw log exfiltration by default. Keys via KMS. Federated learning + differential privacy options. Full auditability.
Selected projects we’ve been involved in. These are now part of our archive as our focus is shipping CLARA.
Open-source data science toolkit for Parkinson’s Disease, supported by the Michael J. Fox Foundation. Contributed to design, development, and validation.
Innovative commerce platform with intelligent assistance: Romanian ASR (Mozilla DeepSpeech), NLP for product associations, visual/face recognition, and RL pathfinding.
Algorithms with open-source LLMs to identify product categories/states, with an LLM-controlled crawler for vector DBs and data collection using DPO/RLHF.
Live scientific experiment on how ancient vertebrate-brain traits underpin human behaviours; we contributed research on face recognition and speech generation.
Venture exploration at Entrepreneur First using SOTA ASR/NLP/NLU to reduce meeting overhead; trained and deployed on AWS/GCP. Learn about EF →
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 →
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 →
Our LLM education/coaching product with its own site.
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.
Submit your email and we’ll reach out.
We only use your email to contact you about CLARA. No tracking scripts. You can reply to opt out anytime.
We collect only what you submit in the form (email and optional message). Purpose: to contact you about CLARA (product information, demos, onboarding). Lawful basis: consent (checkbox above). Data controller: AI STM Learning SRL. We do not use tracking cookies on this page.
Processor: Formsubmit (formsubmit.co) handles form delivery. Submissions are emailed to [email protected] and may be stored by our email provider. You can request deletion or access to your data at any time by emailing [email protected].