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About

Kayba makes AI agents self-improve from experience. It learns from an agent’s execution traces to detect failures, fix them, and measure whether the fix actually worked. Instead of relying on generic evals that cannot explain why an agent failed, Kayba derives failure modes from the agent’s own traces and builds custom benchmarks for the user’s domain, so teams can measure improvement against real production failure patterns. Kayba wires tracing into an agent with one line of setup, watches it around the clock, and flags the moment a step stops being recorded. Even good tracing rots as teams ship changes, and steps can quietly stop being captured; Kayba checks the tracing users already have, shows exactly what is broken, points to the file that needs attention, and sends the gap to a coding agent through MCP. The coding agent patches the issue, and Kayba verifies that the trace is actually closed.

About

ORION prevents data loss by analyzing data in motion with context-aware, proprietary AI agents, significantly reducing operational overhead and false positives while drastically increasing the number of real incidents detected and prevented. Our specialized agents understand the context behind every data trace in real-time, from classification, lineage, identity, environment, to external relations, analyze it for data loss indicators, detecting and preventing exfiltration.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

AI platform teams running production agents that need trace-based failure detection, custom evals, automated fixes, and measurable self-improvement

Audience

Enterprise security teams that need modern, AI-powered data loss prevention

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Kayba
Founded: 2025
United States
kayba.ai/

Company Information

ORION
Founded: 2024
United States
www.orionsec.io

Alternatives

Alternatives

Categories

Categories

Data Loss Prevention Features

Compliance Reporting
Incident Management
Policy Management
Sensitive Data Identification
Web Threat Management
Whitelisting / Blacklisting

Integrations

Bitbucket
Confluence
GitHub
GitLab
Gmail
Google Cloud Platform
Google Drive
Google Workspace
Microsoft 365
Microsoft OneDrive
Microsoft Outlook
Microsoft Teams
Model Context Protocol (MCP)
Salesforce
Slack
monday service

Integrations

Bitbucket
Confluence
GitHub
GitLab
Gmail
Google Cloud Platform
Google Drive
Google Workspace
Microsoft 365
Microsoft OneDrive
Microsoft Outlook
Microsoft Teams
Model Context Protocol (MCP)
Salesforce
Slack
monday service
Claim Kayba and update features and information
Claim Kayba and update features and information
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