You're already using Perforce Static Analysis to identify defects early. AI-assisted code remediation extends your existing workflow by generating context-aware fix recommendations, helping developers resolve findings faster without compromising quality, security, or compliance.
Rather than adding another tool, AI-assisted remediation builds directly on the analysis you already trust, reducing manual investigation while keeping developers in control of every code change – all at no additional cost.
Fill out the form to connect with our team and learn how to use AI-assisted code remediation within your existing Perforce QAC or Perforce Klocwork licenses.
Your Collaborative AI Coding Assistant
Enhance the power of Perforce Static Analysis with AI and shift lest testing even earlier.
From Detection to Resolution in the Same Workflow
Perforce Static Analysis — Klocwork and QAC — doesn’t stop at surfacing vulerabilities. Our AI-assisted code remediation featuredraws on deep, inter-procedural data to suggest fixes that reflect how your code actually behaves across the entire development and engineering chain.
The result is recommendations that are specific to your codebase, compliance standards, and the nature of each finding.
1. Write and Analyze
As you code, our tools run incremental analysis in the background — instantly surfacing coding errors, standards violations, and security vulnerabilities.
2. Receive Intelligent Fixes
Instead of spending hours researching a resolution, the integrated AI assistant analyzes each found defect using deep contextual data from QAC or Klocwork and suggests highly accurate, compliant code corrections that are grounded in a precise understanding of how your code actually behaves.
3. Review, Refine, Approve
Every fix requires explicit developer approval before it is applied. Use interactive chat features available in GitHub Copilot or other conversational assistants to fine-tune suggestions as needed. Human-in-the-loop oversight is built-in.
Put Your Static Analysis Findings to Work
The same inter-procedural analysis your team already relies on with Klocwork and QAC now powers AI-generated fix suggestions. Get recommendations that reflect how your code actually behaves to reduce investigation time, improve remediation accuracy, and help developers resolve issues without changing their existing workflow or environment.
When AI operates without code context, the average vulnerability resolution accuracy is only at 20–30%, according to Carnegie Mellon University. Enriched with static analysis data, the figure rises to between 72–90%.
- Generate fix suggestions using rich data flow and control flow analysis.
- Reduce time spent researching findings or revising inaccurate AI-generated fixes.
- Support fix applications with documentation and trace information.
In functional safety and security-critical development, every change carries regulatory weight. Klocwork addresses that directly with human-in-the-loop workflows.
- Maintain human oversight to review, refine, or reject AI-generated recommendations — with full audit trail
- Automatically generate compliance-ready reports alongside each remediation.
- Alignment with compliance standards in regulated industries.
Integrate Klocwork and QAC into the AI and development setup your organization already has. For teams operating in private or air-gapped environments, deployment stays entirely within your infrastructure.
- Integrates with any MCP-compatible host, including GitHub Copilot, delivered via the Perforce Static Analysis MCP server.
- Full support for private cloud, on-premises, or air-gapped environments.
- IDE-agnostic and Code Assist-tool-agnostic by design.
Teams are managing larger codebases, increasing use of AI-generated code, and faster release cycles. Klocwork and QAC help teams keep remediation moving without increasing manual effort.
- AI-suggested fixes are generated immediately when a finding surfaces.
- Support shift-left development by resolving issues earlier in the software development lifecycle.
- Continuous quality coverage across both human-written and AI-generated code.
Klocwork delivers only the analysis data an AI model needs to generate an accurate fix. Targeted, relevant context allows teams to improve response quality while reducing token consumption.
- Focus AI-assisted remediation on specific findings and their behavioral contexts.
- Minimize unnecessary code exposure when working with private or self-hosted LLMs.
- Support faster, more cost-efficient AI-assisted remediation at enterprise scale.
How AI-Assisted Code Remediation Works for You
Follow along with this interactive demo to see how AI-assisted code remediation fits into Perforce Static Analysis.
Unlock AI-Assisted Code Remediation in Your Environment
AI-assisted code remediation is available now as part of your Perforce Static Analysis environment. If you're ready to extend your existing workflow into automated resolution — or want to understand how deployment works within your current infrastructure — get in touch and we'll walk you through it.