Platform · Discover

Know Your AI Security Posture — Continuously

Kovral's AI Posture score gives your CISO and board a single, real-time number that quantifies the security health of your entire AI deployment — updated every 5 minutes.

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Security Analyst
Security Analyst
Risk Teams
Risk Teams
Posture Review
Posture Review
What it is

A Continuous Security Score for AI

Traditional security posture tools measure your network and endpoints. Kovral AI Posture measures something new: the risk profile of every AI model, prompt flow, and autonomous agent in your organisation.

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Posture Score (0–100)

Aggregated risk metric updated every 5 minutes. Broken down by dimension: policy compliance, shadow AI exposure, data risk, agent risk, and compliance readiness.

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Trend Analysis

7-day and 30-day trend lines show whether your posture is improving or degrading over time. Drill into any change to see which event caused a score movement.

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Risk Dimensions

Five risk dimensions — Prompt Security, Data Exposure, Agent Behaviour, Policy Coverage, and Compliance Alignment — each scored independently so you know exactly where to focus.

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Posture Alerts

Threshold-based alerts fire when the overall score or any dimension drops below your configured acceptable risk level. Integrate with PagerDuty, Slack, or email.

How It Works

Four Signals, One Score

The posture score is computed from live signals across your entire AI deployment — not a point-in-time snapshot.

1
Prompt Inspection Signal

Every AI interaction passes through Kovral's inspection proxy. The rate of policy violations, blocked prompts, and risk-scored interactions feeds the Prompt Security dimension.

2
Shadow AI Discovery Signal

Kovral continuously scans for unsanctioned AI tools in use across your organisation. Each unsanctioned tool detected reduces the Policy Coverage dimension score.

3
Agent Behaviour Signal

Autonomous AI agents are monitored for goal drift, unexpected tool calls, and out-of-scope data access. Each anomaly is weighted by severity and feeds the Agent Behaviour dimension.

4
Compliance Mapping Signal

Your active policy coverage is continuously compared against the controls required by your selected frameworks (SOC 2, ISO 42001, NIST AI RMF). Gaps reduce Compliance Alignment.

Why It Matters

From Invisible Risk to Measurable Security

Before Kovral, AI security was invisible. Security teams had no way to quantify the risk from the dozens of AI tools employees were using or the thousands of AI interactions happening every hour.

91%
of enterprises have shadow AI tools they don't know about
2.4×
faster audit cycles with continuous evidence collection
<10min
mean time to detect a new AI threat with posture alerting
FAQ

Common Questions

The posture score is a weighted composite of five dimensions: Prompt Security (30%), Data Exposure (25%), Agent Behaviour (20%), Policy Coverage (15%), and Compliance Alignment (10%). Each dimension is scored 0–100 based on live signals. The weights are configurable for Enterprise customers to reflect your organisation's specific risk priorities.
The posture score recalculates every 5 minutes using a rolling 24-hour window of signals. You can also trigger a manual recalculation at any time from the dashboard. Historical scores are retained for 2 years, allowing you to track posture improvements over time.
Yes. In Settings → Posture Thresholds, you can configure alert thresholds for the overall score and each individual dimension. When any threshold is breached, Kovral fires alerts to your configured channels and creates an incident in the audit log. Enterprise customers can also use posture score as a gate in CI/CD pipelines — blocking deployments when the score is below threshold.
The Compliance Alignment dimension maps directly to your selected frameworks. For NIST AI RMF, we track coverage across the four functions: Govern, Map, Measure, and Manage. For ISO 42001, we track the 10 clause areas. For SOC 2, we map to the applicable Trust Service Criteria. Gaps in any framework reduce the Compliance Alignment score with a specific reference to the unfulfilled control.

See it in action

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Social Proof

Trusted by Security Teams Worldwide

From Fortune 500 CISOs to fast-growing AI startups — teams protecting AI at scale choose Kovral.

★★★★★

"Kovral gave us our first real-time view into every AI tool running inside our bank. We found 34 unsanctioned models in the first 48 hours. The posture score is now a standing item on my CISO dashboard."

Marcus Reid
Marcus Reid
VP Security Engineering · Tier-1 Bank
★★★★★

"Our EU AI Act readiness went from 'we don't know' to a documented compliance posture in three weeks. The use case registry and automated evidence collection saved our team months of manual work."

Priya Nair
Priya Nair
Chief Compliance Officer · HealthTech SaaS
★★★★★

"The AI Firewall blocked a live indirect prompt injection attack on our customer-facing agent within the first week of deployment. Zero code changes, 1.8ms added latency. It's the easiest security win I've had in years."

Daniel Osei
Daniel Osei
Head of Platform Security · AI-native Startup

Protecting AI at organisations including

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