Introducing Precogs AI: The Next Generation of Code Security

In today’s fast-moving software world, development teams are expected to ship faster than ever — but security risks have grown just as quickly. Traditional security tools flood engineers with false positives, slow down releases, and often miss critical vulnerabilities hidden deep inside complex codebases.

Precogs AI solves this problem.

Built using Advanced AI + Logic, Precogs AI is a next-generation code security platform designed to make secure development fast, accurate, and effortless for modern engineering teams.

In this blog, we’ll introduce Precogs AI and explain why companies across industries turn to it to secure their code and speed up development.

What Is Precogs AI?

Precogs AI is an intelligent code security platform that analyzes your entire codebase — across every language, every commit, and every repository in your organization — to detect, explain, and help fix vulnerabilities with unmatched accuracy.

Unlike traditional SAST tools that rely only on pattern-matching, Precogs AI uses:

• Deep AI reasoning.
• Contextual understanding of code.
• Logic-based vulnerability detection.

This helps developers catch real issues early, reduce noise, and deliver secure code without slowing down development.

Precogs AI Products

Precogs AI offers a comprehensive suite of security solutions that protect your code, infrastructure, dependencies, and sensitive data — all in one unified platform. Each product gives teams deep visibility, accurate findings, and a secure development workflow without slowing down delivery.

1. Precogs Code Security

Precogs AI analyzes your source code to uncover vulnerabilities that traditional tools often miss.

Key benefits:

• Detects deep, logic-based vulnerabilities, across code.
• Understands actual execution paths and data flows.
• Identifies issues even when source-level signals are incomplete.
• Ensures secure and compliant code releases.
• Aligns with industry standards such as CWE (Common Weakness Enumeration) and OWASP Top 10.

2. Precogs Dependencies Security

Modern applications rely on third-party packages, which can introduce hidden risks.

Key benefits:

• Monitors dependency graphs for vulnerabilities.
• Flags outdated or risky libraries and transitive dependencies.
• Provides actionable guidance to update or replace packages safely.
• Prevents supply-chain attacks before they reach production.

3. Precogs IaC Security

Infrastructure misconfigurations are a major source of production vulnerabilities.

Key benefits:

• Scans Terraform, Kubernetes, Dockerfiles, and other IaC assets.
• Detects insecure configurations.
• Provides remediation guidance to ensure a secure infrastructure.
• Supports compliance with standards such as CIS, SOC 2, and NIST CSF.

4. Precogs Container Security

Containers can have weak base images or permission issues that create risks.

Key benefits:

• Scans container images for vulnerabilities and misconfigurations.
• Detects weak base images and excessive permissions.
• Provides actionable recommendations to fix issues.
• Ensures compliance with container security standards such as CIS Benchmarks, NIST SP 800-190, and SOC 2.

5. Precogs Advanced PII & Secrets Security

Exposed secrets and sensitive data leaks are among the most critical risks.

Key benefits:

• Automatically detects hardcoded secrets, API keys, credentials, and PII.
• Prevents accidental data leaks.
• Provides clear remediation steps for detected exposures.
• Maintains compliance with data protection regulations (e.g., GDPR, HIPAA).

Precogs AI Integrations

Precogs AI connects seamlessly with the tools your team already uses, embedding security directly into your development workflow. From code repositories to project management and communication platforms, these integrations ensure vulnerabilities are detected, tracked, and addressed efficiently.

Github and Gitlab

Precogs AI integrates with GitHub and GitLab, scanning every commit and pull request to provide instant, actionable insights. Developers can connect both personal and team organizations effortlessly, ensuring security is built directly into the workflow.

Jira

Integration with Jira is a highly valued feature among our customers. Vulnerabilities are automatically tracked as issues, allowing teams to prioritize and resolve security risks efficiently without missing anything.

Slack

Integration with Slack delivers critical alerts and notifications in real-time, keeping developers informed instantly. This ensures fast response times and better collaboration across security and development teams.

Precogs AI Dashboards, Reports & Compliance

Precogs AI doesn’t just detect vulnerabilities — it gives teams the tools to visualize, track, and act on security insights in real-time. From actionable dashboards to comprehensive compliance reporting, everything is designed to empower developers, security teams, and leadership to make smarter, faster decisions.

Dashboards

Precogs AI dashboards give both organization-wide and project-level visibility, helping teams quickly understand their security position and take action where it matters most.

• Provide a clear view of how issues progress over time, making it easy to spot what needs attention and what’s already resolved.
• Highlight the overall health and security readiness of your projects at a glance.
• Present a unified risk indicator that reflects exposure across code, dependencies, and infrastructure.
• Surface recurring weakness patterns and areas that contribute the highest risk.
• Offer high-level insights into compliance alignment and potential sensitive-data exposure trends.

Reports

Precogs AI offers comprehensive, ready-to-share reports that give teams and stakeholders a clear understanding of their security posture.

• Provide professionally formatted, white-label outputs for clients, leadership, or audits.
• Summarize project health with snapshots of progress, trends, and key changes.
• Include complete scan histories to show how your security posture evolves.
• Offer detailed compliance mappings to support audits and regulatory checks.
• Present a clean breakdown of issues identified, resolved, and still requiring attention.

Compliance

Precogs AI helps your organization maintain industry-standard security and regulatory compliance.

• Covers major security standards such as CWE, OWASP Top 10, and CIS Benchmarks.
• Supports regulatory frameworks including SOC 2, NIST CSF, PCI DSS, GDPR, and HIPAA.
• Automatically maps each vulnerability to the corresponding compliance requirement.
• Provides a clear pass/fail status for every control.
• Offers export-ready compliance summaries for audits.

Why Precogs AI Is Better ?

Precogs AI outperforms traditional security tools by delivering deeper accuracy, cleaner results, and faster insights powered by advanced AI + Logic. Independent studies show that Precogs AI is 1.92× more effective than combined SAST + LLM solutions and generates 63.38× fewer false positives, helping teams focus only on real, actionable issues. With unified scanning across code, dependencies, cloud configs, containers, and sensitive data — all mapped to leading compliance standards — Precogs AI ensures you stay secure without slowing development.

To explore the full Benchmarking breakdown, read the detailed CASTLE Benchmark analysis.

The Bottom Line

Precogs AI isn’t just another security tool — it’s a competitive advantage. Teams that adopt Precogs ship faster, fix smarter, and stay ahead of threats with ease. With unmatched detection accuracy and seamless developer integration, Precogs empowers you to deliver secure, reliable software at scale. If you’re ready to level up your security and outperform your competitors, Precogs AI is the clear choice.

Frequently Asked Questions

1. Is Precogs AI a SAST tool?

Precogs AI goes beyond traditional SAST. While it analyzes source code like SAST tools, it also uses advanced AI + logic to detect deeper vulnerabilities, scans dependencies, cloud infrastructure, containers, and sensitive data — all in one unified platform. Unlike classic SAST, it generates far fewer false positives and provides actionable insights across your entire development workflow.

2. Who is Precogs AI built for?

Precogs AI is built for engineering teams, DevOps, security teams, and technical leaders who want to ship secure software faster while reducing risk and cutting down false positives.

3. How can I get started with Precogs AI?

You can start by booking a demo or trying Precogs AI free to see how it integrates with your workflow and protects your code from day one.