Autonomous Design Reviews

Every feature gets a security review. Nobody has to ask.

Review every feature, enriched with context from your architecture and running code. Deliver recommendations to the people and agents building it. Validate the fixes landed.
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Security can’t fix what it never sees.

Only 10-15% of planned work gets a security review before development starts. The process is manual. Nobody chose which 85% to skip. It's just whatever didn't get flagged, got rushed to production, and never looked at again. Some of those features touched auth. Some touched sensitive data. Some create critical attack vectors. You don't know which.

Prime can

It reviews every planned feature in 15 minutes, combining context across designs, tickets, and code that's actually running. Compares it to your policies and catches security issues in the planning phase, so developers aren't fixing them after the fact.
Diagram shows 3 design documents and 3 Jira epics linked to detected updates with tasks and checks.
KEY FEATURES

Run the reviews security can’t scale manually

01

Automated data flow diagrams

Data flow gets mapped from the Jira tickets, PRDs, Confluence pages, and your architecture docs. Engineers never have to build a separate diagram just to get a design reviewed.

02

Policy drift detection

Each feature gets checked against the
same approved patterns, security standards, and policies. Every single time, so review quality doesn’t change depending on who's running it.

Hand pointing to a 'Page edited' notification between billing-api and external integration alerts.
03

Implementation validation

Findings stay open until the fix is confirmed in the code itself. Each one is tracked through implementation, with the fix checked against the original recommendation before it's resolved.

Flowchart showing critical, high issues in payment-service leading to solved status over a strainer held by a hand.
Data flow diagram showing API Gateway routing request logs to CloudWatch Logs, DataLog, SQS, Redis Cluster, and PagerDuty.Alert showing policy violation for encrypting export files with suggested fix to switch to AES-GCM encryption.Pull request enhancing pre-signed URL security with 3 of 7 controls implemented and partially remediated status.
How it works

How Prime finds, flags, and reduces risk

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step 1

Connect the sources

Connect to Jira, Confluence, GitHub, Azure DevOps, and Linear. Prime uses the planning work your teams already do.

Hand pointing to a screen showing new service billing-api, page edited, and new external integration notifications.
step 2

Detect every change

The moment a feature or change is created, Prime catches it. Nothing waits for someone to request a review, and nothing slips through.

UI showing security reviews with options to create review and auto-identified code context from two repositories.
STEP 3

Ground the review in code

Prime scans your environment for relevant context and fills the gaps from your architecture, code, standards, and past decisions. Each review is grounded in what exists, not just what's written down.

STEP 4

Find the risk & apply the rules

Prime builds a full review from data flow diagrams to detected attack paths. Surfaces viable attack vectors and the places the plan breaks your policies, then tells you which ones actually matter.

UI showing migration recommendations with encrypt export files pending validation and prime verification marked verified.
STEP 5

Deliver the fix with proof

The findings land in Jira or GitHub with the risk, the standard it violates, and what needs to change. Before the ticket closes, Prime verified the code against the recommendation so you know that the fix was done, not just suggested.

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

The review doesn’t stop at design

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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.

Learn more
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AI Security Code Reviews

Review every PR, human or agent written, against your security policies and industry best practices with the 80% of the noise stripped out.

Learn more
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Coding Guardrails for Agents

Embed your security policies directly into AI coding workflows so every line of generated code is inherently secure.

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Supply Chain Security

See which vulnerable packages attackers can reach, with the attack path proven, unreachable findings filtered out, and license violations flagged.

Learn more
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Continuous White Box Pentesting

Maps how your services talk,
where your data flows, and how an attacker would chain it all together. The risks that pattern based tools can’t see.

Learn more

Connect the tools
your teams plan and build in

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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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