Own the fix. Every fix.
Expert Fix Automation turns noisy findings from any set of code scanners into rigorously validated code fixes your team delivers.
Developers stop writing security code. AppSec decouples from development. And everyone delivers secure applications together faster and faster.
Features for effective remediation
Simultaneous multi-scanner support
Use any combination of code scanners to find the most vulnerabilities possible: commercial, open source, LLM-based or others that export SARIF or JSON.
AppSecAI consumes scanner findings all at once, accurately triages false positives and consolidates overlapping results, replacing tedious triage work that makes SAST scanners so expensive to use.
Generate findings and assess application security posture in minutes.
Cast the broadest vulnerability net available for the highest security without the cost of triage. Add new scanners the day they arrive. No single-scanner lock-in, ever. Scan at scale to assess application portfolio posture with your existing team and tools.
97% accurate triage automation
Stop spending your time on triage. AppSecAI uniquely triages findings from any set of scanners in minutes: false positives removed, repetitive findings consolidated, and every finding evaluated with advanced reachability analysis and per-finding threat modeling. Together they deliver 97% measured accuracy on the OWASP Benchmark, and every confirmed vulnerability arrives with a proof it's real and reachable, not a severity score you take on faith.
Test and assess broadly and often without burning expert hours on triage. Meaningful assessment of the full portfolio becomes practical, and the “is this even real?” debate with developers ends before it starts with full documented proof.
Fast, accurate fix automation
AppSecAI generates expert, custom code fixes for Java, Python, JavaScript, TypeScript, and more, the way you and your developers would write them. Each fix reflects your coding standards and policy and is validated for functional equivalence, security, and code quality before it reaches anyone. All fixes ship with expert remediation, triage, and fix logic fully documented, facilitating quick team review in minutes.
Related vulnerabilities of the same class, file, source, or sink are grouped into a single fix operation; multiple findings resolve in a single PR reducing fix costs, speeding remediation and increasing scale continuously.
AppSecAI Expert Fix Automation delivers validated documented code security fixes as fast as they are found; developers review only functionality, no security research or coding required. That decouples security and development processes to speed resolution, increase cooperation, and drive faster application delivery.
Seamless DevSecOps integration
AppSecAI installs into your existing process in minutes, speeding DevSecOps without changing it. Validated remediations, arriving as pull requests with complete documentation and dev-ready code, get functionally reviewed like other code changes and merged in minutes, no security experience required.
Application security teams get full control over repo onboarding, scan frequency, human guidance and by pipeline policy through a centralized fix automation console.
Accelerate your current application delivery processes and tools without changing them. No developer security training required. Centralized management delivers full management visibility and control.
Automation you control and manage
Today's backlogs and agent-generated applications demand application security at a scale that manual shift-left process can't attain. But unmanaged automation isn't the answer either.
With Expert Fix Automation you scale your expertise under your full control. Start with a single application, assess it with every scanner available. Triage in minutes, not weeks. Deliver human validated fixes at your pace, broadening automation reach. Apply grouping to burn down backlogs. And easily expand security oversight to untested or and agent-built applications with control and confidence.
Increase your security impact at your pace.
Unmanaged automation can't scale. AppSecAI delivers incremental, informed human-managed automation. You validate every fix and scale your expertise until you decide to increase automation, always under your management.
API-first enterprise integration
Every Expert Fix Automation feature is available through an API, including findings, statistics, and run-time control, flowing into your own systems, management dashboards, and security reports.
AppSecAI connects directly to application factories, assistants, and agents, to deliver code-ready remediations and context to automated application delivery systems. AppSecAI can certify security processes and secure applications as fast as they're created, under your management control.
APIs integrate into enterprise systems instead of adding another console. And agent-built code gets agent-secured as it is built under your control.
Key Metric Management Reporting
Owning application security means proving your increasing impact with real remediation metrics, not narrating activity across the enterprise.
AppSecAI Fix Automation Management tracks and reports on shrinking backlogs, expanding portfolio coverage, cost per fix, risk retired and more, all available on through a centralized management console or your systems via API.
"Are we more secure than last quarter?”
You answer with data, not activity reports.
Fix at the speed of find
Proven performance, not promised.
Open-sourced Accuracy
97% triage accuracy and 93% fix accuracy, published on the OWASP Benchmark with thousands of examples you can clone and rerun.
See the benchmark →Pay per fix
You pay $0 for fixes you reject. We price this way because accuracy is the basis of our shared success. If you don't win, we don't.
How pricing works →IndustrialMind
No developer? No problem.
The aging apps nobody owns are exactly the ones attackers love to exploit. Agent-built, vibe-coded, and abandoned applications are easily secured without developer support.
Supported Languages
Questions?
Your first app. 30 minutes.
Bring us an application and we'll deliver real fixes in as little as 30 minutes. You only pay for fixes you keep.