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Review · GRC software

Cyberhaven review

A strong data-lineage specialist, but custom pricing and agent-workflow gaps make a proof of concept essential.

6.8/10Search Legion score

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The bottom line

Worth shortlisting for data lineage; get a custom quote and test your actual AI workflows first.

Cyberhaven combines DLP, insider risk, data posture and AI security around data lineage: tracking how information moves and changes. Reddit users praise its lineage and investigation value, but one thread reports that endpoint visibility may not cover headless agents using service accounts. Treat agent workflows as a proof-of-concept requirement, not an assumed strength.

The published pricing information lists custom enterprise quotes, with no published starting price or billing terms; onboarding, technical account management and AI modules are scoped by quote. That makes value hard to judge before procurement. Based on the published feature set, it is a data-security specialist rather than a like-for-like GRC replacement.

Good fit if

  • Teams that need data lineage
  • Organizations investigating data movement
  • Security teams governing employee AI use

Skip it if

  • Buyers needing published, comparable pricing
  • Teams relying on headless AI agents
  • Organizations seeking a general GRC suite
Cyberhaven homepage
Cyberhaven homepage, captured Nov 7, 2026

ScoresHow it rates

  • Features8.5
  • Ease of use6
  • Value for money4
  • Support5
  • User sentiment6.5

What works

  • Tracks data from origin through copying, renaming and sharing
  • Combines DLP, insider risk and data posture capabilities
  • Includes tools for discovering and governing AI use
  • Reddit users praise lineage for investigations
  • A Reddit evaluator reported Linux endpoint support

What doesn't

  • Starting price and billing terms are not published
  • Onboarding and AI modules are scoped by quote
  • Overage rates are not published
  • A Reddit user reports gaps with headless service-account agents
  • A Reddit commenter says API gating was still needed

01What Cyberhaven actually does

Cyberhaven is a data security platform built to track how information moves through people’s work and AI workflows. Its central idea is data lineage: follow data from where it started through copying, renaming, sharing, and other changes, rather than treating each file or alert as an isolated event. The platform combines data loss prevention (DLP), insider risk management, and data security posture management (DSPM) with AI security and investigation tools.

That puts Cyberhaven across two related jobs: finding sensitive data and controlling what happens to it as employees or AI tools use it. Its listed capabilities include discovering shadow AI, governing coding agents, protecting data across email, web, cloud, devices, and endpoints, and surfacing exposed data. For investigations, Cyberhaven says it adds context, prioritizes risk, and automates routine analyst work. The distinction matters: lineage and movement controls are not the same as simply cataloging where sensitive data is stored.

02Where Cyberhaven is strong

Data lineage is the clearest reason to shortlist Cyberhaven. In a Reddit discussion about DLP vendors, one user said its lineage tracking matched their needs; another, who reported using it for about a year, said investigations were easier because they could see the chain of activity instead of piecing together fragments. Those are user reports, not a guarantee that every path will retain lineage, but they point to the product’s most distinct value.

That context can help teams understand what happened after a file was copied, renamed, or shared, not just that a sensitive-data rule fired. Cyberhaven also spans endpoint, cloud, web, and AI workflows in its stated feature set, so teams evaluating several separate controls may want to assess how much of their environment one deployment can cover.

Before buying, make vendors demonstrate your real scenarios: copied content, renamed files, browser uploads, and data pasted into AI tools. One Reddit commenter specifically suggested testing those transformations in a proof of concept. For agent workflows, include the destination and access permissions in the test; detecting data movement alone does not fix an agent’s excessive access.

03Where it falls short

Pricing is a major unknown. The available pricing information lists a custom-quote Enterprise plan, with costs based on endpoint users and/or usage. Monthly and annual prices, billing terms, and overage rates are not published. Onboarding, technical account management, and AI modules are scoped by quote; overages may be prorated under the order form. There is no listed free plan, and trial terms are not published. You will need a quote to compare total cost, and the published pricing information has low confidence.

Coverage of AI workflows needs a proof of concept, especially for agents that do not use a managed browser. One Reddit commenter reported that Cyberhaven’s endpoint lineage did not cover an agent running headless through service accounts, and said their team had to gate drive APIs themselves. Another said browser visibility depended on using a browser with Cyberhaven’s extension that the organization could control. These are individual reports, not confirmed product-wide limits, but they identify important test cases. Ask Cyberhaven to demonstrate your specific agent, API, and browser paths before treating AI coverage as solved.

04Cyberhaven pricing: what you'll actually pay

Cyberhaven does not publish a price you can compare against other vendors. The available pricing information, checked November 7, 2026, lists one Enterprise option with a custom quote; monthly and annual rates and billing terms are not published. The source is low confidence, so confirm every term directly with Cyberhaven before budgeting.

There is no published tier ladder or price jump to calculate. The quote is based on endpoint users and/or usage, and the company scopes onboarding, technical account management, and AI modules by quote. Prorated overage fees may apply under the order form, but the rates are not published.

Ask for a written breakdown covering the endpoint or usage metric, AI modules, onboarding, account management, overage rates, and contract billing schedule. Without those details, two quotes may not cover the same scope. There is no listed free plan or trial information in the published pricing data, so don’t assume either is available.

05Switching to (or from) Cyberhaven

Treat a move to Cyberhaven as a scoped security rollout, not a simple license swap. The pricing information says onboarding is quoted separately and endpoint needs affect the quote. Before signing, map the endpoints, cloud services, AI tools, and workflows you need covered, then ask Cyberhaven to specify what onboarding includes and what your team must configure. The published material does not describe migration tools or timelines.

If you leave, confirm what data and investigation records you can export, in what format, and how long access lasts after termination. Export and retention terms are not published on the vendor's site, so get them in writing before deployment; data lineage and investigation context may be important to preserve.

We weren’t given Reddit posts or comments to verify why customers leave Cyberhaven, so we won’t attribute complaints to users. The practical reasons to scrutinize are the custom, unpublished cost; scope of add-ons; and whether your AI workflows are supported. The product brief flags headless AI agents as a poor fit. Test the workflows you actually run before switching.

From the threadsWhat users say

Reddit users are most positive about Cyberhaven’s data lineage and the investigation detail it provides. Their caveats include limited visibility into headless agents, a need to control browser coverage, and one commenter’s reference to a reported Chrome extension breach.

Lineage and investigations
The main difference is investigations. Instead of piecing together fragments, you just see the full chain. Saves a ton of time
r/cybersecurity · view thread
Linux coverage
It also supports all our endpoints, including Linux, which is a major requirement for us
r/cybersecurity · view thread
Headless agent visibility
Cyberhaven does solid lineage on endpoints, but doesnt help if the agent is running headless on a box via service accounts
r/devsecops · view thread
Breach concern
I was a big Cyberhaven enthusiast until their latest breach
r/sysadmin · view thread

Questions people ask

What is Cyberhaven?

Cyberhaven is a data security platform for human and AI workflows. Its listed capabilities combine DLP, insider risk management, data security posture management, AI security, and investigation tools. The platform is designed to trace data use and movement, then use that context to help protect data across endpoints, cloud, web, email, and AI.

What does Cyberhaven’s data lineage do?

Cyberhaven says its lineage tracks data from its origin through actions such as copying, renaming, and sharing. A Reddit user who had used it for about a year praised the full-chain view for investigations. Another commenter recommends checking whether lineage persists through copied content, renamed files, and generated versions during a proof of concept.

Can Cyberhaven protect data used by AI agents?

Cyberhaven lists AI security features for discovering shadow AI, helping stop sensitive data from reaching AI tools, and governing coding agents. User reports suggest coverage can depend on the workflow: one commenter said browser visibility works with a controlled browser and Cyberhaven extension, while another reported a gap with headless agents using service accounts.

How much does Cyberhaven cost?

The pricing page lists custom enterprise quotes, with pricing based on endpoint users and/or usage. Monthly and annual prices and billing terms are not published. Onboarding, technical account management, and AI modules are scoped by quote; rates for prorated overage fees are also not published. Ask for these items and support terms in the order form.

What should we test before buying Cyberhaven?

Test the workflows your team actually needs covered: copy sensitive data into a new document, rename it, share or upload it, and try the relevant AI tools and browser paths. Reddit commenters also flag headless agents and service accounts as a possible gap. Ask Cyberhaven to demonstrate your scenarios and clarify what depends on a controlled browser or extension.

Sources

  1. Cyberhaven homepage
  2. Cyberhaven pricing, compiled via web search from rfp.wiki, nightfall.ai, anysecura.com, pixiebrix.com
  3. Reddit: Anyone comparing Cyberhaven or Cyera to protect agentic AI?
  4. Reddit: Evaluating DLP Vendors
  5. Reddit: Cyberhaven or Netskope
  6. Reddit: The biggest safety risk of using AI chat tools at work isn't hallucinations, it's your own employees (with data + real examples)