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AI-native cybersecurity

Continuous security.Verified by evidence.

Notealy is building an AI-native security platform that continuously investigates your environment, validates real weaknesses, and helps your team resolve them faster.

The Notealy mark

Two layers.One standard of proof.

Our symbol is two planes held in balance. It is how we treat every finding: what the AI suspects, and the evidence that confirms it. Only verified findings reach your team as confirmed.

01Notealy Platform

In development

Not another report.A continuous security operation.

Organizations shouldn't have to wait months for the next penetration test to learn about critical risk. Notealy Platform is built to understand your environment continuously, verify what it finds, and help your team resolve it faster.

  1. Continuous exposure management

    Discover and track applications, APIs, cloud resources, and infrastructure as they change, instead of once a year.

  2. Autonomous investigations

    AI agents investigate potential weaknesses when something changes, an event fires, a schedule runs, or an analyst asks.

  3. AI-assisted penetration testing

    Authorized assessments within an explicit scope, black-box or white-box, with rate limits and operational safety built in.

  4. Validated findings

    Potential vulnerabilities are kept apart from findings independently validated with technical evidence.

  5. Remediation intelligence

    Root-cause context and fix guidance, then retesting that confirms a correction holds and flags it if it regresses.

  6. Reporting and audit

    Technical and executive reports, with a complete, auditable history of every investigation.

Coverage

  • Applications and APIs
  • Cloud infrastructure
  • Networks
  • Source code, when connected
  • Sensitive data exposure
  • Threat intelligence
  • Security event correlation

Integrations

Planned

Notealy is designed to work alongside the systems you already run, not to replace your SIEM. These integrations are on our roadmap and not yet available.

  • AWS
  • Google Cloud
  • Microsoft Azure
  • Cloudflare
  • GitHub
  • GitLab
  • Sentry
  • Datadog
  • SIEM platforms
  • Vulnerability scanners
  • Identity providers

02How it works

Authorized. Continuous. Verified.

Black-box or white-box, the workflow is the same: you decide the scope, Notealy investigates within it, and every confirmed finding arrives with evidence.

  1. Step 1: Define the scope

    Create an enterprise workspace, verify ownership of your assets, and set exactly what may be assessed, and how.

  2. Step 2: Connect your environment

    Link cloud infrastructure and security systems. Repositories and authorized historical pentest reports are optional.

  3. Step 3: Investigate continuously

    Passive monitoring runs all the time. Active assessments run only when authorized, scheduled, or requested.

  4. Step 4: Resolve and verify

    Review evidence-backed findings, track remediation, confirm fixes, and get alerted if an issue reappears.

03Aegis

Security intelligence,built in-house.

Aegis is our family of cybersecurity-specialized AI models, the reasoning layer behind every Notealy investigation.

We are developing it through dataset engineering, evaluation, and fine-tuning on sources such as OWASP, MITRE CWE and ATT&CK, and vulnerability intelligence, with strict provenance, licensing, and privacy checks.

Architecture

  1. Enterprise product

    Notealy Platform

    Workspaces, assets, findings, remediation, alerts, reporting, and audit trails, with strict tenant isolation.

  2. Orchestration

    Notealy Security Engine

    Coordinates specialized security tools, collects evidence, runs agents, and retests. Tools verify; the model reasons.

  3. AI model family

    Aegis

    Our cybersecurity-specialized language models for security reasoning, classification, and structured analysis.

Aegis-1

Research preview

Our first model is in active research. Today's development build runs on an open-weight base model with custom instructions; it has not yet been fine-tuned. Specialized training is our next milestone, and we will describe it only once it exists.

What we measure

  • False positives
  • False negatives
  • CWE classification accuracy
  • Evidence quality
  • Remediation success
  • Regression detection
  • Latency and inference cost

We publish results only with a documented, reproducible protocol. Benchmark scores are research signals, never production security guarantees.

04Principles

Trust is builton evidence.

Security tools earn their place by being right, and by being clear about what they don't know.

  • Validated, not assumed

    A finding is confirmed only when it has been independently validated. Model output alone never is.

  • Explicit authorization

    Active testing respects ownership verification, defined scope, rate limits, and operational safety.

  • Your data stays yours

    Strict tenant isolation. Confidential reports are never used for shared model training without explicit authorization.

  • Explainable and auditable

    Every investigation leaves a trail your team and your auditors can follow, step by step.

  • Honest measurement

    We measure before we claim. No security product can stop every attack, and we will never say ours does.

  • Evidence before conclusions.

05Company

An AI-nativesecurity company.

Notealy is an AI-native cybersecurity company. Our mission is to make enterprise security continuous, intelligent, proactive, and accessible through autonomous AI.

We are working toward a future where organizations no longer depend only on occasional assessments to understand their risk, and where AI systems help them find and fix weaknesses before they can be exploited.

Who we build for
Medium and large organizations with complex infrastructure, many applications, and dedicated security teams.
What we build
Proprietary security technology: our own AI models, our own security engine, and an enterprise platform on top.
What we are not
Not a development agency, not a wrapper around someone else's model, and not a simple vulnerability scanner.

06Contact

Let's talk about your security.

Interested in Notealy Platform for your organization, or in our research? Tell us about your environment and your security program.

Get in touch

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