LLMs are powerful—but they’re dangerously opaque.

As enterprises embed AI/ML into customer support, decision-making, and automation, they’re facing new risks:

Prompt injection attacks Data leakage Regulatory exposure No visibility into AI/ML behaviour

Sector8.ai fixes this by giving your teams full visibility into what your AI/ML is doing, what data it's touching, and how to act before things go wrong.

What We Offer

Turn your LLMs from black boxes into secure, observable systems.

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Real-Time Observability

Monitor every prompt, response, and anomaly in context

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Threat Detection

Detect suspicious activity before it becomes a breach

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Compliance Reporting

Build GDPR and AI policy alignment into your LLM stack

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Built-in Telemetry SDK

Easy integration via OpenTelemetry, minimal overhead

SaaS Al Assistant

A SaaS company integrates an LLM-based chatbot into its dashboard. Within weeks, users begin submitting sensitive data, and internal teams worry about injection attacks.

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Observe every interaction in real time

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Set rules to block unsafe prompts

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Generate logs for security and compliance reviews

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Mitigate reputational and regulatory risks before they occur

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Install SDK

Connect your AI tools in minutes using our lightweight SDK.

No infrastructure changes. Just plug and observe.

Tonic Cloud
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Monitor LLM Activity

Watch prompt and response flows in real time.

Gain full visibility into what your LLMs are doing.

Connect Data
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Detect & Mitigate Risks

Get alerted when something goes wrong — prompt injection, sensitive data leaks, or unusual behavior.

Automatically pause, log, or block unsafe interactions.

Mitigate Risks
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Monitor Compliance

Ensure your AI usage meets security, privacy, and regulatory standards.

Generate audit-ready reports in one click.

Sensitive Data

You can’t secure what you can’t see.

LLM observability is the first step to responsible AI.

Join Beta Now