Lineation
Lineation is an agentic-AI security platform that provides a single control plane to govern, trace, and defend autonomous AI agents across multiple providers and execution endpoints, aimed at security and platform teams in enterprise settings.
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Quick Overview
Best for: AI Agents
What it does
AI Agents software for decision-makers comparing workflow fit and alternatives.
Best fit
AI Agents
Pricing snapshot
Freemium from Free to start (no detailed pricing tiers published on the page)
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Lineation
Lineation is an agent-native security and governance platform that gives security and platform teams visibility, control, and active defenses for autonomous AI agents across multiple model providers and execution endpoints. It provides a single control plane that normalizes providers, enforces policy at runtime via a lightweight daemon at endpoints, and captures immutable lineage — a replayable reasoning and decision trail from prompt to tool to data to actor. The product is positioned for enterprise use with options to start in the cloud, self-host, or deploy air-gapped, and includes compliance-oriented templates and evidence collection to support audits.
Lineation is the accountability layer for AI agents. Cross-provider policy enforcement, runtime defense, and forensic lineage for OpenAI, Anthropic, Google & Copilot. Start free in the cloud or book an on-prem demo.
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Claim this listingKey Features
Observability & Replay
Real-time dashboards across every provider, reasoning & decision logs, auto-discovery of shadow AI, and a replay mode described as a 'black box for agents' so teams can see agent actions and reasoning.
Governance & Policy-as-Code
Policy-as-code evaluated at runtime with RBAC, approval gates, machine identity for agents, and templates for SOC 2, HIPAA, and EU AI Act to help operationalize compliance controls.
Runtime Defense
Runtime protections including prompt-injection scrubbing, PII and secret redaction at output time, sandboxed execution, default-deny on high-risk actions, override workflows, and a kill-switch for compromised agents.
Immutable Lineage & Audit Trail
Captures an immutable chain from prompt to tool call to data access to policy decision to output to actor, enabling queryable, exportable, and replayable incident evidence for auditors.
Cross‑Provider Control Plane & Endpoint Daemon
A central control plane that normalizes providers and a lightweight daemon that enforces the same rules at the endpoint where agents actually execute.
Pricing
Free to start in the cloud; page does not list paid-tier pricing details.
Free to start
Free to start (no detailed pricing tiers published on the page)- Start free in the cloud
- Self-hosted & air-gapped options available
Use Cases
SecOps & Incident Triage
Accelerate incident triage from hours to minutes by providing replayable lineage and runtime evidence so SecOps can investigate agent decisions quickly.
Compliance Evidence & Audit Readiness
Collect audit-ready evidence and use provided templates (SOC 2, HIPAA, EU AI Act) as compliance starters and assessors' accelerators; templates are implementation aids, not certifications.
Runtime Policy Enforcement Across Multi‑Provider Agents
Enforce runtime policies and default-deny controls across agents that use OpenAI, Anthropic, Claude, Google Cloud, Microsoft Azure, and other providers via a unified control plane and endpoint enforcement.
Shadow AI Discovery
Auto-discovery of shadow AI to detect and bring undocumented agent workflows into governance coverage.
Integrations
OpenAI
Provider support for agent workflows; the control plane normalizes provider interactions.
Anthropic / Claude
Support for Anthropic/Claude as part of multi-provider agent governance.
Google Cloud
Integration with Google Cloud provider workflows and agent tooling.
Microsoft Azure
Support for Microsoft Azure provider integrations for agent execution.
AWS
Listed as a supported provider for provider abstraction and enforcement.
Enterprise systems (SQL, Slack, Drive, Payments/APIs)
Platform brokers and logs agent interactions before they touch enterprise data systems such as SQL databases, Slack, email, Drive/files, and payment/APIs.
Benefits
Limitations
Frequently Asked Questions
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Getting Started
- 1 Step 1: Start free in the cloud (click 'Start free' on the site) to begin onboarding.
- 2 Step 2: Deploy the lightweight endpoint daemon or book an on‑prem demo for self-hosted or air‑gapped deployments.
- 3 Step 3: Create and activate your first policy (page states 'First policy live in under a day') and enable coverage for active workflows.
Support
Product and security contacts available: [email protected] and [email protected].
demo / sales
Book an on-prem demo or contact sales via the site CTAs ('Book a demo', 'Contact sales').
docs / resources
Resource library, guides (e.g., 'What is agentic AI security?', 'Prompt injection, explained'), whitepapers and playbooks available from the site.
API
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