Use cases
One control plane, mapped to your problem.
Whatever brought you here - a board question about agent governance, a coding assistant with too much reach, a runaway token bill, or an auditor asking what your agents actually did - Lineation's zero-trust identity, LLM gateway, MCP gateway, and runtime defense apply the same way. Find your use case below.
By business need
What outcome are you accountable for?
Governance, risk, and cost aren't separate problems once agents are acting autonomously - they're the same control plane viewed from three seats at the table.
AI agent governance
Inventory every agent, assign it a scoped identity, and enforce policy before it acts - not after an incident review.
Explore → Business needAgentic AI risk management
Score every agent's risk, detect threats at runtime, and produce the audit trail your board and regulators expect.
Explore → Business needToken spend control
Budget, cap, and attribute LLM spend per agent and per team - before finance finds it in the invoice.
Explore → Business needToken optimization
Find the retries, redundant context, and oversized prompts quietly inflating your model bill, and fix them at the gateway.
Explore →By usage
How are your teams actually using AI?
The tools your engineers and knowledge workers already run daily are the ones most likely to be ungoverned.
AI coding assistants
Claude Code, Cursor, and Codex read your repo, run shell commands, and call MCP servers. Govern every tool call without slowing developers down.
Explore → UsageClaude Enterprise
Turn your org's Claude activity into a governed, audited system of record - agent inventory, per-agent timelines, and conversation-level DLP.
Explore → UsageAgentic AI
LangChain agents, AutoGPT-style loops, and custom orchestration - discovered, given scoped identity, and policy-checked at runtime.
Explore → UsageAgentic workflow
Multi-step, multi-tool business process chains, governed at every hop so a failure doesn't cascade downstream.
Explore → UsageChat
Provider-agnostic DLP and audit for chat assistants - ChatGPT, Gemini, and internal tools alike.
Explore → UsageOpenAI
ChatGPT Enterprise and OpenAI API activity, resolved into one governed agent inventory with a full audit trail.
Explore → UsageCopilot
GitHub Copilot and Microsoft 365 Copilot, governed under one policy layer for code and content.
Explore → UsageAmazon Bedrock
Cross-model policy for Claude, Titan, Llama, and Nova on Bedrock, with IAM-aligned agent identity.
Explore →By risk
What are you actually defending against?
Five failure modes account for almost every agentic AI incident. Each has a specific runtime control, not a policy memo.
MCP security
Every MCP server is a new trust boundary. Inspect tool descriptions, requests, and responses before they reach an agent's decision layer.
Explore → RiskPrompt injection protection
Scrub inputs, redact outputs, and enforce default-deny policy so a hijacked agent hits a wall, not a payout.
Explore → RiskRunaway token spend
A looping agent or a compromised key can turn into a five-figure bill overnight. Cap it at the gateway before finance notices.
Explore → RiskMemory poisoning
Long-running agents persist state across sessions. Detect corrupted memory and context before it drives the next bad decision.
Explore → RiskSandboxing
Contain untrusted tool calls and generated code in an execution boundary an agent can't talk its way out of.
Explore →By industry
Regulation and blast radius are not generic.
The controls are the same platform. The stakes, the data, and the compliance frameworks that matter are not.
Public sector
Mission-critical operations and resident data, governed under federal and state AI mandates.
Explore → IndustryHealthcare
Clinical scribes and patient-facing assistants that touch PHI without becoming a HIPAA incident.
Explore → IndustryFinancial services
Trading, payments, and account data - governed to the same rigor as every other regulated system you run.
Explore → IndustryEntertainment
Content generation and rights-managed IP moving through agents that touch unreleased assets.
Explore → IndustryLogistics
Routing, dispatch, and carrier-facing agents with live access to shipment and pricing systems.
Explore → IndustryHospitality
Guest-facing assistants and booking agents that hold payment and identity data across every property.
Explore → IndustryInsurance
Claims and underwriting agents making decisions regulators expect you to be able to explain.
Explore →Don't see your exact use case?
The pattern is the same everywhere: identity, policy, and lineage for every agent action. Talk to us about yours.