Analytics

Analytics

WAI Docs Wed Aug 19 13:22:37 EDT 2026
List
Quick Start
Welcome
Supported Applications & LLMs
Release Notes
August 18, 2026 WitnessAI Release
August 4, 2026 WitnessAI Release
July 21, 2026 WitnessAI Release
July 14, 2026 WitnessAI Release
July 9, 2026 WitnessAI Release
June 30, 2026 WitnessAI Hotfix
June 23, 2026 WitnessAI Release
June 16, 2026 WitnessAI Release
June 11, 2026 WitnessAI Release
June 4, 2026 WitnessAI Hotfix
June 2, 2026 WitnessAI Update
May 19, 2026 WitnessAI Update
April 30, 2026 WitnessAI Update
April 28, 2026 WitnessAI Update
April 23, 2026 WitnessAI Update
April 16, 2026 WitnessAI Update
April 14, 2026 WitnessAI Update
April 9, 2026 WitnessAI Update
April 9, 2026 WitnessAI Update
April 7, 2026 WitnessAI Update
April 2, 2026 WitnessAI Update
March 31, 2026 WitnessAI Update
March 24, 2026 WitnessAI Update
March 19, 2026 WitnessAI Update
March 17, 2026 WitnessAI Update
March 12, 2026 WitnessAI Update
March 5, 2026 WitnessAI Update
February 26, 2026 WitnessAI Update
February 24, 2026 WitnessAI Update
February 10, 2026 WitnessAI Update
January 27, 2026 WitnessAI Update
January 20, 2026 WitnessAI Update
January 13, 2026 WitnessAI Update
December 18, 2025 WitnessAI Update
December 9, 2025 WitnessAI Update
November 25, 2025 WitnessAI Update
November 18, 2025 WitnessAI Update
November 11, 2025 WitnessAI Update
October 28, 2025 WitnessAI Update
October 23, 2025 WitnessAI Update
October 9, 2025 WitnessAI Update
October 2, 2025 WitnessAI Update
September 30, 2025: WitnessAI Update
September 23, 2025: WitnessAI Update
August 12, 2025: WitnessAI Update
July 31, 2025: WitnessAI Update
July 18, 2025: WitnessAI Update
April 11, 2025: WitnessAI Release v2.0
June 9, 2025: WitnessAI Update
June 23, 2025: WitnessAI Update
TOC Left Sidebar: not active
TOC Left Sidebar: ORIGINAL
User Guide
Policies - GuardRails
Witness Anywhere: Remote Device Security
Witness Attack
Administrator Guide
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Analytics Overview

The Analytics page provides configurable analytics reports for insight into all of the GuardRails activity over your choice of time ranges. Analytic reports are also available for Witness Anywhere devices, Security Operations data sent to your SIEM from WitnessAI, and Return on Investment based on the metrics you specify.

Guardrails Analytics

All of the Guardrails Analytics reports operate in the same way.
As documented in the Console & Settings section, choose your desired Date Range (1) for analysis, and the report will update.
Click the Export as PDF link (2) to download a PDF of the currently displayed report. You will not be prompted to choose a download location or file name. The report will automatically be saved in your browser’s Download Location folder, with the name of the GuardRail, for example Behavioral Activity.pdf, or Data Protection.pdf.
WitnessAI Analytics Guardrails Analytics overview showing the Behavioral Activity report with two annotated callouts: (1) the Date Range filter set to ‘Previous 7 Days’ with time period options, and (2) the ‘Export as PDF’ button. A donut chart shows 162 Total behaviors.
 
Clicking Export as PDF will download a PDF of the currently displayed report. No prompt will be displayed. The PDF will automatically be saved to the download location specified in your browser.

Behavioral Activity

Track user behavior based on their prompt activity, as classified by WitnessAI's models. This view helps you understand what users are trying to achieve with their prompts to AI models. Behaviors can be controlled by enabling the Behavioral Activity Guardrail in Policies.
WitnessAI Analytics - Behavioral Activity report showing a donut chart with Top 10 Behaviors (162 total: Programming Inquiry 90.12%, Health 8.02%, Other 1.85%), an Export as PDF button, Date Range filter set to Previous 7 Days, and a Behaviors Over Time chart at the bottom with categories Career Guidance, Health, Legal Advice, and Programming Inquiry.

Data Protection

Understand how sensitive information is being protected within your organization. Track the top users, destinations and prompts that have triggered Data Protection Guardrails. You can manage your coverage by enabling the Data Protection Guardrail in Policies.
WitnessAI Analytics - Data Protection report showing a stacked bar chart ‘Data Protection Actions Over Time’ (Block, Route, Warn) from March 19 to April 16, 2025, with an Export as PDF button and ‘Top 10 Users Triggering Data Protection’ section below.

Organizational Behavior

Gain insight into macro trends within your organization, as detected by WitnessAI's models. See which employees might be leaving the organization, and the top groups triggering detections. To track more, enable Alerts within the Organizational Behavior Guardrail in Policies.
WitnessAI Analytics - Organizational Behavior report showing a donut chart with Top 10 Organizational Behavior Detections (132 total: Potentially Departing Employee 18.9%, Burnout Risk 13.6%, Freelance/Side Work 13.6%, Knowledge Hoarding 13.6%, Malicious Intent 13.6%, Workplace Conflict 13.6%, Violation of Company Policies 12.9%) and a ‘Behaviors Triggering Organizational Behavior Detections Over Time’ chart below.

Risk Analysis

Monitor potential risks to your organization, as detected by WitnessAI's models. Track the top users triggering risks, the most common blocked intentions, and the most frequently blocked models. You can expand your coverage by enabling the Risk Analysis Guardrail in Policies.
WitnessAI Analytics - Risk Analysis section showing the Model Protection report with a donut chart for Top 10 Blocked Intentions (194 total: Data Theft 38.66%, Illegal Activities 18.56%, Ethical Violation 13.40%, None 9.28%, Harmful Code Generation 5.67%, Bias & Discrimination 4.12%, Hate Speech 4.12%, Sexual Content 2.58%, Other 3.61%) and an Export as PDF button.

Model Protection

Safeguard your organization's models from potential threats, including jailbreaks and prompt injections. Monitor the top blocked intentions for protected models. To increase your coverage, enable the Model Protection Guardrail in Policies.
WitnessAI Analytics - Model Protection report showing a donut chart for Top 10 Blocked Intentions (295 total: Data Theft, Illegal Activities, Ethical Violation, Harmful Code Generation, Bias & Discrimination, Hate Speech, and other categories) with an Export as PDF button and Date Range filter.

Harmful Response

Monitor harmful responses from AI models to user prompts, such as self-harm and illegal activities. Track the top users triggering harmful responses, the top intentions, and the number of blocks over time. To broaden your protection, enable the Harmful Response Prevention Guardrail in Policies.
WitnessAI Analytics - Harmful Response report showing ‘Top Harmful Response Detections’ table (currently showing ‘No results’ for the selected date), and a ‘Number of Blocks Over Time’ bar chart at the bottom. The Date Range filter shows ‘Today’.

Platform

Witness Anywhere

Witness Anywhere protects managed devices in an unmanaged environment. Track the top users, blocked activities, and intentions while off the corporate network. Witness Anywhere is configured in Settings > Proxy Configuration.
Witness Anywhere provides valuable insights and metrics on your remote users and their portable devices. The Sankey diagram below is useful for a quick understanding of a large amount of data. This report shows all the Models an individual User connects to, and all the Users that connect to an individual Model, enabling a quick triage on a single page.
WitnessAI Analytics - Witness Anywhere report showing a Sankey diagram of ‘Witness Anywhere Alerts by AI Application’, illustrating connections between users and AI models used while off the corporate network. The diagram shows all models a user connects to and all users connecting to a specific model.

SOC Dashboard

Monitoring the alerts and metrics shared with your Security Operations Center (SOC) enables AI developers and management have a common view of what’s happening in their environment, facilitating easier communication and understanding on both teams. Track the top alerts, newest alerts, and the AI applications producing them. Monitor the percentage of blocked vs. allowed prompts, and which policies are blocking them.
WitnessAI Analytics - SOC Dashboard report showing ‘Top 90 Alerts’ bar chart with alert counts over time, and ‘Top 10 Applications Producing Alerts’ list with application names and counts, designed for sharing with Security Operations Center (SOC) teams.

ROI

Gather metrics that help assess your Return on Investment (ROI). For example, blocked inbound connections show policy enforcement over time. You can also track prompts routed to internal models. This analysis can aid in finding unexpected usage, and identifying opportunities to consolidate AI usage on fewer models. Demonstrating the effectiveness of internal model usage as external usage decreases is another popular use case.
Let us know which metrics would help you the most.
WitnessAI Analytics - ROI (Return on Investment) report showing a ‘Blocked Inbound Connections’ multi-line chart tracking blocked connections over time by model/application, and a ‘Routed Prompts to Internal models’ section below, to demonstrate policy enforcement effectiveness.

Auto-Refresh

Auto-refresh Settings
  1. In the footer of any Analytics report’s last panel, hover over the small timer icon. An “Auto-refresh” tooltip will display.
  2. Clicking on the timer icon displays the refresh interval picker.
  3. Choose your desired auto-refresh interval.
WitnessAI Analytics Auto-Refresh interval picker dropdown showing options: Off (currently selected), 1 minute, 5 minutes, 10 minutes, 15 minutes, 30 minutes, 60 minutes. A timer icon and expand icon are visible at the bottom of the panel.
  1. Once chosen, the timer icon will turn green, and show an animated countdown until the next auto-refresh.
  2. Hovering over the timer icon displays the countdown to the next refresh.
WitnessAI Analytics Auto-Refresh countdown display showing ‘Refreshing in 0:46’ text with an animated green circle (countdown timer indicator) and an expand/fullscreen icon. This appears after selecting an auto-refresh interval, showing time until the next automatic refresh.
 
Fullscreen Display
  1. Hovering over the double-angle icon will display an “Enter fullscreen” icon.
WitnessAI Analytics fullscreen panel showing ‘Enter fullscreen’ hover state with a blue double-arrow icon for entering fullscreen mode on an Analytics report panel.
 
  1. Clicking the Enter fullscreen icon converts the Analytics report into a dark mode display.
  2. The display is scrollable. It can also be resized with the standard browser zoom-in and zoom-out.
    Press and hold the keyboard’s “Escape” or “esc” key to exit the fullscreen display.
WitnessAI Analytics report displayed in fullscreen dark mode showing the Behavioral Activity analysis: a donut chart for Top 10 Behaviors (162 total: Programming Inquiry 90.12%, Health 8.02%, Other 1.85%), a Behaviors Over Time bar chart, and a Top 20 Users Triggering Behavioral Activity horizontal bar chart.