Agentic Validation

Turn findings into fixes faster

Consistent next steps, powered by Hai

Decision-ready validation at scale

As findings increase, teams spend time on policy checks, duplicate debates, and priority questions. Agentic Validation standardizes early validation and keeps remediation moving.

Faster time to next steps

Get a recommendation informed by your program standards and history.

Less noise, more signal

Filter duplicates, out-of-scope, and ineligible findings early.

Confidence at scale

See what was checked and why, with humans in control of the final decision.

How it Works

Powered by Hai, Agentic Validation checks each finding for scope, eligibility, duplicates, and priority. It then recommends the next step with rationale your team can review, verify, and act on.

Lottie file

Four agentic steps that turn findings into next steps

Step 1: Eligibility check

Confirm it fits your program

Run scope, policy, and eligibility checks up front and consolidate evidence into one recommendation ready for review.

Step 2: Duplicate matching

Collapse duplicates with reasoning

Identify likely matches and explain why by highlighting overlaps and gaps, so repeat reports don't steal time.

Step 3: Priority and urgency

Prioritize with real-world context

Weigh urgency using exploitability signals, asset importance, and business impact, then summarize the impact and recommend the right next step.

Step 4: Learn from the outcome

Improve with every decision

Learn from decisions and past outcomes so recommendations get sharper over time and stay aligned to how your program runs.

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outcome and next steps

Transparent checks. Human judgment stays in control.

Reviewers can inspect the checks behind each recommendation. When Hai lacks confidence, it flags uncertainty, so your team knows where to focus. 

Teams approve, edit, or override recommendations. Those decisions improve future recommendations over time.

Success Stories

Hear what our customers have to say

Talk to a security expert

Turn more findings into less exposure

See how Agentic Validation helps you move faster, stay consistent, and keep remediation moving as discovery scales.