# Nullify > Nullify is an autonomous product security program: a system of AI agents that finds vulnerabilities, validates exploitability with reproducible proof, triages findings against business context, and ships merge-ready fixes — closing the patch gap without a human in the critical path. Across customers, 89% of Nullify's fixes are merge-ready without human edits. Founded 2022. Available direct or via AWS Marketplace. Nullify replaces a sprawling toolchain of scanners (SAST, SCA, secrets detection, DAST/pentesting, cloud audit) and the manual triage layer required to operate them. It reasons about how an application actually works — catching business-logic flaws that signature-based tools miss (IDOR, broken access control, privilege escalation) — proves exploitability before raising a finding, and closes the loop by opening validated, merge-ready pull requests inside the tools engineering teams already use. Last updated: 2026-07-13 ## Platform - [Nullify home](https://www.nullify.ai/): What the autonomous product security program is and how detection, validation, remediation and follow-through run end to end. - [FAQ](https://www.nullify.ai/faq): Answer-first questions on how Nullify works, how it differs from SAST/DAST/SCA scanners, data access and safety, human control, pricing model, and onboarding. - [Compare](https://www.nullify.ai/compare): How Nullify's autonomous program compares to the traditional AppSec toolchain of scanners, dashboards and manual triage. - [Blog](https://www.nullify.ai/blog): Research and essays on AI-powered product security, exploit validation, autonomous remediation and false-positive reduction. - [Careers](https://www.nullify.ai/careers): Open roles on the team building autonomous product security. ## Capabilities (product documentation) - [Code Analysis](https://docs.nullify.ai/capabilities/code-reviews/code-analysis.md): AI-native static analysis of application code, with supported languages and weakness classes documented. - [Dependency Analysis](https://docs.nullify.ai/capabilities/code-reviews/dependency-analysis.md): Vulnerable-dependency detection and remediation across supported package ecosystems. - [Secrets Detection](https://docs.nullify.ai/capabilities/code-reviews/secrets-detection.md): Leaked-credential and confidential-data detection across repositories. - [Cloud Audits](https://docs.nullify.ai/capabilities/cloud-audits.md): Cloud configuration and posture analysis for AWS and GCP environments. - [Pentests](https://docs.nullify.ai/capabilities/pentests.md): Agent-driven penetration testing with engagement workflow, supported targets and private-network coverage. - [Bug Hunts](https://docs.nullify.ai/capabilities/bug-hunts.md): Targeted offensive testing that hunts exploitable business-logic and authorization flaws. - [Triage](https://docs.nullify.ai/capabilities/triage.md): Autonomous validation and prioritization of findings against exploitability and business context. - [Remediations](https://docs.nullify.ai/capabilities/remediations.md): Automated fix generation driven to merge-ready pull requests, validated against the customer's build. - [Context Engine](https://docs.nullify.ai/capabilities/context-engine.md): Vault, Nullify's long-term memory — ingests code, cloud, ticketing, messaging and documentation to score impact against real business risk. - [Security Program Management](https://docs.nullify.ai/capabilities/program-management.md): Running the whole security program — SLAs, escalations, follow-through — on top of the agent system. ## Integrations - [Connectors overview](https://docs.nullify.ai/connectors/connectors.md): All supported integrations. - [GitHub](https://docs.nullify.ai/connectors/github.md), [GitLab](https://docs.nullify.ai/connectors/gitlab.md), [Bitbucket](https://docs.nullify.ai/connectors/bitbucket.md), [Azure DevOps](https://docs.nullify.ai/connectors/azure.md): Source-control integrations where findings and fix PRs land. - [Slack](https://docs.nullify.ai/connectors/slack.md), [Microsoft Teams](https://docs.nullify.ai/connectors/microsoft-teams.md): Notifications, escalations and one-click human decisions. - [Jira](https://docs.nullify.ai/connectors/jira.md), [Linear](https://docs.nullify.ai/connectors/linear.md), [Compass](https://docs.nullify.ai/connectors/compass.md): Ticketing and tracking integrations. - [AWS](https://docs.nullify.ai/connectors/aws.md), [GCP](https://docs.nullify.ai/connectors/gcp.md), [Kubernetes](https://docs.nullify.ai/connectors/kubernetes.md): Cloud and runtime connectors. - [Buildkite](https://docs.nullify.ai/connectors/buildkite.md), [Jenkins](https://docs.nullify.ai/connectors/jenkins.md), [CircleCI](https://docs.nullify.ai/connectors/circleci.md), [OIDC](https://docs.nullify.ai/connectors/oidc.md): CI/CD integrations. - [Nullify API](https://docs.nullify.ai/api-reference/api-reference.md): REST API with authentication and pagination documentation. ## Research & writing - [Exploit Validation: Proof, Not Guesses](https://www.nullify.ai/post/exploit-validation-proof-not-guesses): Why findings should ship with a reproducible exploit proof instead of a severity guess. - [Trust Issues: Can We Actually Validate Automated Vulnerability Repair?](https://www.nullify.ai/post/trust-issues-validating-automated-vulnerability-repair): Evidence standards for trusting machine-generated security fixes. - [Fixes You Can Prove: Exploit-Replay Verification for AI-Generated Autofix PRs](https://www.nullify.ai/post/fixes-you-can-prove-exploit-replay-verification-for-ai-generated-autofix-prs): Replaying the original exploit against the patched build to verify a fix. - [Death by False Positives: How AppSec & ProdSec Lost The Developers](https://www.nullify.ai/post/death-by-false-positives---how-appsec-prodsec-lost-the-developers): The data on how false-positive floods broke developer trust in security tooling. - [DIY AI Product Security: Buy vs Build — A Task Is Not a System](https://www.nullify.ai/post/diy-ai-product-security-buy-vs-build-a-task-is-not-a-system): Why wiring an LLM to a scanner is not an autonomous security program. - [The Missing Layer in AI Security: Execution](https://www.nullify.ai/post/missing-layer-ai-security-execution): Detection is solved; the missing layer is executing the fix work to closure. ## Company & entity - Founded: 2022 by Tim Thacker and Shantanu Kulkarni. Legal name: Nullify Holding Corporation. - [LinkedIn](https://www.linkedin.com/company/nullifyai) - [X / Twitter](https://x.com/nullify_ai) - [GitHub](https://github.com/Nullify-Platform) - [Crunchbase](https://www.crunchbase.com/organization/nullify) - [AWS Marketplace listing](https://aws.amazon.com/marketplace/pp/prodview-6lhqvae6umrke) - Domain note: www.nullify.ai is the company/marketing site; docs.nullify.ai is product documentation; the product application itself runs at app.nullify.ai (login required). nullify.cc is an unrelated third-party site. ## Machine-readable resources - [Sitemap](https://www.nullify.ai/sitemap.xml) - [Documentation llms.txt](https://docs.nullify.ai/llms.txt) and [llms-full.txt](https://docs.nullify.ai/llms-full.txt): Full product documentation index for agents. ## Optional - [Frequently Asked Questions](https://www.nullify.ai/faq): Includes how Nullify is priced (outcome-based — priced against the volume of security work performed, not per seat) and what access it needs.