QWIET AI
AI powered AppSec platform that
your developers will love
WHAT MAKES OUR preZero Platform UNIQUE
Accuracy
Reachability
Context
Speed
AI fuels everything we do
AI allows us to quickly and accurately detect vulnerabilities so your dev teams can produce more secure code without increasing production time and tech debt.
Accuracy
Where do the vulnerabilities lie? And what other elements of the app are affected? The Code Property Graph (CPG) shows you by mapping the data flows throughout your entire application and calls out what’s subject to attack.
Reachability
Accuracy alone is not enough. The preZero platform tells you which vulnerabilities can actually be reached by an attacker, letting you focus your team's effort only on the most critical issues.
Context
Context is key. The risk for an individual vulnerability varies greatly based on its context. Is it reachable? Is it being actively exploited? Qwiet AI's preZero platform helps you put things into perspective so you can prioritize fixes.
Speed
We do our scans in your environment, which makes them quicker and provides more accurate detection because it’s using your own configuration and not a mock up in our environment. See how you can start at no cost right now.
WHAT’S IN IT FOR APPSEC?
Enhanced vulnerability information helps security become a better partner with the development teams by providing real world insight into the vulnerabilities that are being actively exploited and could potentially lead to a costly post-release patch if not addressed.
Instead of handing down a huge list of issues and saying, “Ok, you need to fix all of these,” you can partner with development to strategically address the issues that have a high probability of being exploited without adding to tech debt.
WHAT’S IN IT FOR ENGINEERING?
Engineering leaders want to rapidly release code without worrying about being in the next big attack headlines–think log4j and Kaseya. Enhanced vulnerability information not only provides you with precise information on what security fixes are the highest priority, continual scans can create software bill of materials (SBOM) that highlight what’s being used where–including security insights into containers.
WHAT’S IN IT FOR YOUR BUSINESS?
Your reputation, your bottom line, your loyal customers, and your partners, too–all of them are at stake. One breach, hack, or attack can gravely damage the business if a vulnerability in one of the apps gets exploited.
The preZero platform provides that ounce of prevention now versus that ton of costly cure later. By making security a continuous aspect of development rather than an afterthought, the business gains by not losing to the attacks that take others down.
WHAT’S IN IT FOR DATA SCIENTISTS?
The Code Property Graph turns code into a format that not only makes it machine readable, but also provides a view into the relationships between components and how the data flows through your application.
This provides much richer insight than you can get by just parsing the code with regex, allowing you to spend more time focusing on analyzing and improving code and less time hunting down the information you are looking for.
What our
customers are
saying
Retail
Industry
As a security engineer working with the Dev teams to implement SDLC and Code security standards and compliance, deploying the ShiftLeft for static code testing was a great experience. I enjoyed working with the experts from the ShiftLeft team
Healthcare &
Biotech
We are able to scan our apps more often with the platform because its fast enough to fit into our SDLC process.
Healthcare &
Biotech
Significant realization of operational goals to reduce time of issue discovery to resolution, allowing the app dev teams to stay focused on the production and delivery of high business value products and services versus the older cultural approach of… hunting large quantities of bugs and flaws as the KPI measuring success.
The
Qwiet Blog
06 May, 2025
7 min to read
Time to Value: Why Real-Time Scanning Isn’t Worth the Tradeoff
Key Takeaways While promising immediate feedback, real-time scanning often creates ‘noise’ without context. This ‘noise’ refers to the excessive and irrelevant alerts that tools running in the IDE or pre-save phase can generate. These tools may flag unreachable or non-exploitable code, leading to alert fatigue and dev pushback. CI/CD scanning, with its promise of higher […]
06 May, 2025
9 min to read
Why No Single AppSec Tool Can Be the A-Player at Everything
Key Takeaways All-in-one platforms trade depth for surface-level coverage: Bundling SAST, DAST, IAST, RAST, and ASPM into a single tool often leads to overlap in low-risk areas (e.g., basic code vulnerabilities) and blind spots in high-risk ones (e.g., complex business logic vulnerabilities). Context-aware tools, which understand an application’s specific context, outperform general-purpose scanners: These tools […]
06 May, 2025
7 min to read
Breaking the Static Mold: How Qwiet AI Detects and Fixes What SAST Misses
Key Takeaways Static tools miss logic-driven vulnerabilities. Traditional SAST tools flag obvious syntax-level risks but fail to understand business rules, multi-tenant boundaries, or the actual intent behind code behavior. Qwiet’s comprehensive analysis traces full execution paths across helpers, middleware, and services. Modeling code as a connected graph uncovers hidden risks buried in trusted-looking utilities, such […]
01 May, 2025
4 min to read
Why “Community Rules” Are a Wolf in Sheep’s Clothing
After years of uncovering investment and retail banking fraud, I’ve developed a finely tuned radar for risk disguised as innovation. So when security vendors market “community rules” as a revolutionary leap forward, my fraud-detection instincts go haywire. It’s a wolf in sheep’s clothing, a potential threat masquerading as transparency. Let’s be clear: regulated financial institutions […]
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