AI Security Code Reviews

Hold every PR to your security standards

Every PR reviewed against your standards, whether a developer or an agent wrote it. Findings validated before anyone sees them.  90% fewer false positives.
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Security standards slip with development speed

Your team wrote the standards. Enforcing them means translating each one into scanner rules. Hundreds of them, per repo, maintained forever. Standards drift, mappings go stale, and the scanner floods every PR with false positives. Developers stop reading.

Prime brings the right standards into every code review

Prime reads your standards as your team wrote them. No translation into rules, no mapping to maintain. It reviews every PR against the policies that apply to that repo, validates each finding, and hands the agent the context to fix it right. Nothing piles up in a dashboard. It gets fixed.
Code review flow showing policy match to repo, violation detection, and fixed in session confirmation.
KEY FEATURES

Find and resolve critical code issues

01

Prime maintains the rules. You don't.

Your standards become enforced automatically, matched to every repo.
Policy changes propagate on their own.
And when Prime finds an exploitable attack vector, that becomes a rule too, so the same hole never opens twice.

Flowchart showing critical, high issues in payment-service leading to solved status over a strainer held by a hand.
02

Security standards in every PR

Check each pull request for your approved auth flows, encryption methods, architecture patterns, and framework requirements, so policy violations get caught before they merge.

03

Auditable records

Every review, finding, validation, and fix is logged. When the audit asks whether your standards are enforced, the answer is evidence, not assurance.

Hand pointing to a 'Page edited' notification between billing-api and external integration alerts.
Flowchart showing detected exploitable attack vector and new guardrail enforced in checkout, auth, and billing services.Dashboard listing pull requests with their statuses and findings, showing one with 3 findings and others with no findings.Code review showing a critical pull request fix for access check and a no findings status on self-service app.
How it works

How Prime reviews code before it merges

Hand pointing at 'AcmeLabs Auth Policy' in a dark-themed manage policies interface with options for security standards.
STEP 1

Learn your standards

Prime reads your security policies, approved architecture patterns, and the requirements your team already wrote. No translation into rules. The standards apply as written, matched to each repo.

Code pull requests list with three entries showing status: two have no findings, one has 1 finding.
STEP 2

Review every pull request

Every PR gets checked the moment it opens, whether a developer or an agent wrote it. Policy violations, security flaws, vulnerable and outdated dependencies, and logic-level risk that pattern scanners miss. 

Code snippet showing broken authorization with missing tenant ownership check between findById and res.send.
STEP 3

Validate the issue

Before Prime comments, it confirms the issue is real and reachable in your codebase. Not exploitable, not surfaced. That's where the false positives die.

Code snippet for getCustomerExport function with a fix suggestion and a #413 pull request label.
STEP 4

Comment the fix

Prime comments the issue with everything the fix requires. Which policy was violated, what the approved pattern looks like, what to change. Your agents take it from there, in the same session.

Trusted by security leaders worldwide

5X

security review capacity

100%

risk area coverage

"As our development velocity increased, especially with AI, we needed a force multiplier we could actually trust. Prime gives us consistent, high-quality security reviews and threat models across our entire surface area, and the confidence to operate at speed."

Ai Faiella
Sr. Director of Product Security
ThoughtSpot

15

minute security reviews

100%

of development reviewed

“With Prime, we can scale security reviews. The reviews aren’t blocked because of our resource limitations. Engineering teams aren’t waiting in a line for reviews. They put tickets in, Prime ingests the tickets and reviews all associated artifacts and provides insight.”

Evan Oslick
Head of Product Security
Oscar

“In today’s rapidly evolving digital landscape, balancing development efficiency with robust security has never been more critical. By leveraging AI to automate security design reviews, we’re not just shifting left - we’re multiplying the productivity of security teams and enhancing the experience of engineers across the organization.”

Assaf Keren
CISO

4X

security review capacity

100%

security coverage across new product features

“Prime gives me the ability to support the speed and volume of product and engineering initiatives. When it comes to security architecture, I’m able to be three to five people with this tool.”

Koby Bryan
Product Security Architect
MX

“At PayPal, we know that security must evolve as fast as the threat landscape. Prime Security’s autonomous design-stage reviews give us continuous and adaptive visibility across our engineering ecosystem, enabling us to identify and address risks earlier in the software development lifecycle. This capability helps us move with speed and confidence to deliver for our customers and strengthen trust in our business globally.”

Shaun Khalfan
CISO

"Prime Security is the best product for managing security risks from their inception at the design stage. It identifies and mitigates deviations from approved frameworks much earlier than traditional reviews. This early—and continuous—detection significantly reduces design stage risk. It’s a game-changer."

Bill Coquelin
CISO

“Prime Security ensures absolute oversight of our development process, detecting risks at the earliest stages of design. Its proactive security measures aligned with security frameworks safeguard our operations without compromising business performance or agility.”

Maria Ng
CISO

“Prime Security’s approach aligns perfectly with our security needs. Prime provides us with deep insights and actionable mitigation recommendations at the design stage.”

Matt Mock
CISO

Trusted by security leaders worldwide

5X

security review capacity

100%

risk area coverage

"As our development velocity increased, especially with AI, we needed a force multiplier we could actually trust. Prime gives us consistent, high-quality security reviews and threat models across our entire surface area, and the confidence to operate at speed."

Ai Faiella
Sr. Director of Product Security
ThoughtSpot

15

minute security reviews

100%

of development reviewed

“With Prime, we can scale security reviews. The reviews aren’t blocked because of our resource limitations. Engineering teams aren’t waiting in a line for reviews. They put tickets in, Prime ingests the tickets and reviews all associated artifacts and provides insight.”

Evan Oslick
Head of Product Security
Oscar

“In today’s rapidly evolving digital landscape, balancing development efficiency with robust security has never been more critical. By leveraging AI to automate security design reviews, we’re not just shifting left - we’re multiplying the productivity of security teams and enhancing the experience of engineers across the organization.”

Assaf Keren
CISO
Qualtrics

4X

security review capacity

100%

security coverage across new product features

“Prime gives me the ability to support the speed and volume of product and engineering initiatives. When it comes to security architecture, I’m able to be three to five people with this tool.”

Koby Bryan
Product Security Architect
MX

“At PayPal, we know that security must evolve as fast as the threat landscape. Prime Security’s autonomous design-stage reviews give us continuous and adaptive visibility across our engineering ecosystem, enabling us to identify and address risks earlier in the software development lifecycle. This capability helps us move with speed and confidence to deliver for our customers and strengthen trust in our business globally.”

Shaun Khalfan
CISO
PayPal

"Prime Security is the best product for managing security risks from their inception at the design stage. It identifies and mitigates deviations from approved frameworks much earlier than traditional reviews. This early—and continuous—detection significantly reduces design stage risk. It’s a game-changer."

Bill Coquelin
CISO
CIBT

“Prime Security ensures absolute oversight of our development process, detecting risks at the earliest stages of design. Its proactive security measures aligned with security frameworks safeguard our operations without compromising business performance or agility.”

Maria Ng
CISO
Snap Finance

“Prime Security’s approach aligns perfectly with our security needs. Prime provides us with deep insights and actionable mitigation recommendations at the design stage.”

Matt Mock
CISO
Redox
01/03
Explore use cases

Catch risk before it reaches the codebase

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Autonomous Design Reviews

You don't trigger reviews. Prime does. Every design checked, every risk scored, every fix validated in code.

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Connect the tools
your teams plan and build in

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Onedrive
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Onedrive
Github
Terraform
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Codex
Claude Code
Gitlab
Miro
Onedrive
Github
Terraform
Cofluence
Drive
Jira
Linear
Azure Devops
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Codex
Claude Code
Gitlab
Miro
Onedrive
Github
Terraform
Cofluence
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Azure Devops
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Azure Devops
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Ready to give your team the security agency they need?

Learn more about how Prime Security can eliminate security blind spots and help you keep up with the pace of modern development.

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