Lineation

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.

Lineation is ai agents software teams evaluate for ai agents. Use this page to review pricing, integration signals, and the best alternatives before you commit.

Freemium Enterprise 70/100
#554 in AI Agents (554 tools)
Just launched
30511 directory views this week

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)

Next step

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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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Key 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 Tier Available

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

Provides unified visibility and a single narrative across multiple AI providers and endpoints.
Reduces incident triage time with immutable lineage and replayable decision trails.
Enables runtime enforcement (default-deny) and active defenses like prompt-scrubbing, redaction, sandboxing, and kill-switches.
Accelerates compliance programs with templates and audit-ready evidence collection.
Supports flexible deployment: cloud, self-hosted, and air-gapped options.

Limitations

Templates and 'mapped to' framework implementations are accelerators and do not imply Lineation provides certifications or attestations (page explicitly states it is not endorsed/certified by OWASP, NIST, or standards bodies).
Representative performance and coverage figures shown (e.g., detection false-positive target, triage time improvements, policy coverage targets) are from design‑partner programs and presented as targets rather than guaranteed service-level promises.

Frequently Asked Questions

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Getting Started

  1. 1 Step 1: Start free in the cloud (click 'Start free' on the site) to begin onboarding.
  2. 2 Step 2: Deploy the lightweight endpoint daemon or book an on‑prem demo for self-hosted or air‑gapped deployments.
  3. 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

email

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

Available: No

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