Jit Review 2026: AI Agents for Product Security

Name: Jit
Availability: OnlineOnly

Jit is an AI agent ASPM platform for product security teams. It bundles its own SAST, SCA, secrets detection, IaC, CSPM, DAST, and container scanning with AI agents that automate triage, remediation, and compliance work.

Jit Sera AI agent dashboard showing security analysis and prioritization

Everything runs through what Jit calls the Company Context Graph, a knowledge graph that maps code repositories to cloud infrastructure, team ownership, and business context. Agents use this graph when analyzing and prioritizing findings.

The company is headquartered in Boston, backed by Tiger Global, Insight Partners, Boldstart Ventures, FXP, and TechAviv. SOC 2 Type 2 certified and an AWS Partner.

What is Jit?

Jit started as a developer-first ASPM platform and has since repositioned around AI agents. Unlike aggregation-focused ASPM tools that expect you to bring your own scanners, Jit ships its own scanning engines and puts AI agents on top to handle analysis, triage, and remediation.

Three ideas hold the platform together:

Company Context Graph

Maps your codebase, cloud resources, team structure, and business priorities into a single graph. Agents see where affected code sits in your architecture, who owns it, and whether it’s reachable in production.

AI Agents

Three types — Core Agents for security analysis, Pre-Built Agents for triage and fix generation, and Custom Agents for your own workflows. All follow a four-step loop: Plan, Execute, Reflect, Respond.

Security Plans

Packages of scanning controls and policies tied to a specific goal. Pick a plan (say, SOC 2) and Jit turns on the right scanners and checks for you.

Key Features

AI security agents

Jit’s agent system is the main differentiator from traditional ASPM tools:

Core Agents analyze findings, prioritize by context, and correlate issues across code and cloud using the Company Context Graph
Pre-Built Agents handle common jobs: triaging vulnerabilities, opening fix PRs, collecting compliance evidence
Custom Agents let teams build their own agents for organization-specific security workflows
All agents follow a four-step loop: Plan (break the task down), Execute (take actions), Reflect (check the results), Respond (deliver output)

Jit Company Knowledge Graph connecting engineering, security, and business layers

Key Differentiator

Unlike traditional ASPM tools that aggregate findings from external scanners, Jit’s agents use the Company Context Graph to understand reachability, ownership, and business impact before prioritizing a vulnerability.

Built-in security scanning

Jit runs its own scanners rather than wrapping third-party tools. All scans execute in Jit’s managed infrastructure, not in your CI/CD pipelines.

SAST - Static analysis of source code for security vulnerabilities
SCA - Dependency vulnerability detection and analysis
Secrets Detection - Scanning for exposed credentials and API keys
IaC Security - Infrastructure-as-code misconfiguration detection (Terraform, CloudFormation, Kubernetes)
CSPM - Cloud security posture management for AWS, Azure, and GCP
DAST - Dynamic application security testing
Container Scanning - Vulnerability detection in container images
SBOM Generation - Software bill of materials creation
License Detection - Open source license compliance checking

Jit vulnerability reporting dashboard with centralized tracking per team

Security Plans

Each plan bundles the scanners and policies you need for a particular goal:

MVS for AppSec - A starter set of scanning and controls for teams that want baseline coverage without configuration overhead
AWS Foundational Technical Review - Controls aligned to AWS FTR requirements
GitHub Security Best Practices - Security configuration tuned for GitHub-based workflows
SOC 2 Compliance - Controls mapped to SOC 2 certification requirements
Maximum Security - Turns on everything Jit offers

Jit Security Plans progress tracking showing control implementation status

IDE plugins

Jit has plugins for three IDEs:

VS Code
IntelliJ
Cursor

Jit bot flagging a security vulnerability directly in a pull request

Integrations

Jit integrates across 12 categories. Here are the main ones:

Source Code Management

GitHub

GitLab

Bitbucket

Azure DevOps

Cloud & Infrastructure

AWS

Azure

GCP

Wiz

Communication & Issue Tracking

Slack

Microsoft Teams

Jira

Linear

CI/CD & Compliance

GitHub Actions

GitLab CI

Jenkins

CircleCI

Drata

Vanta

Getting started

Connect your SCM — Link GitHub, GitLab, Bitbucket, or Azure DevOps to give Jit access to your repositories.

Pick a Security Plan — Choose from MVS for AppSec, SOC 2, AWS FTR, or Maximum Security. Each plan activates the right scanners and policies.

Jit scans on its infrastructure — Scans run in Jit’s managed environment, not in your CI/CD pipelines. No build minutes consumed.

Review findings — See results in the Jit dashboard, your IDE (VS Code, IntelliJ, Cursor), or directly in pull request comments.

Jit also offers what it calls Velocity Engineers, staff who help with onboarding and initial configuration.

Jit ASPM platform interface showing risk scoring and prioritization

When to use Jit

Jit makes sense when you’d rather have one platform with its own scanners than stitch together separate SAST, SCA, secrets, and IaC tools yourself.

It’s a good fit if:

You don’t have a large existing security toolchain and want scanning built in from day one
You want AI agents doing triage and remediation instead of manual review cycles
Compliance (SOC 2, AWS FTR) is driving your security program and you’d rather pick a plan than configure controls one by one
Your developers are expected to own security outcomes, not hand them off to a separate AppSec team
You’d rather scans run on Jit’s infrastructure than eat into your CI/CD minutes

Jit DevSecOps metrics dashboard showing MTTR and exposure windows

Best For

Teams that want built-in scanning and AI-driven triage from day one, without assembling a multi-vendor security toolchain.

It’s probably not the right pick if:

You already have security tools you like and just need something to aggregate their findings
You need fine-grained control over individual scanning engines
All your tooling must run on-premises or in your own cloud accounts

The founding team includes CEO Shai Horovitz, CTO David Melamed (PhD), and Co-Founder Aviram Shmueli.

Frequently Asked Questions

What is Jit?

Jit is an AI-powered application security posture management (ASPM) platform. It combines AI agents with built-in security scanners across SAST, SCA, secrets detection, IaC, CSPM, DAST, container scanning, SBOM generation, and license detection. The platform uses a Company Context Graph to connect code, infrastructure, and business context.

How do Jit's AI agents work?

Jit offers three types of AI agents: Core Agents that handle security analysis across the platform, Pre-Built Agents for common workflows like triage and remediation, and Custom Agents that teams build for their own needs. Agents follow a four-step execution loop of Planning, Executing, Reflecting, and Responding.

What integrations does Jit support?

Jit integrates across 12 categories including source code management (GitHub, GitLab, Bitbucket, Azure DevOps), cloud providers (AWS, Azure, GCP), communication tools (Slack, Microsoft Teams, Jira, Linear), and more. It also supports IDE plugins for VS Code, IntelliJ, and Cursor.

Does Jit run in my CI/CD pipeline?

No. Jit runs scans in its own managed infrastructure rather than inside your CI/CD pipelines. You connect your source code management tool and Jit handles scanning independently.

What Security Plans does Jit offer?

Jit provides pre-built Security Plans including MVS for AppSec (minimum viable security), AWS Foundational Technical Review, GitHub Security Best Practices, SOC 2 Compliance, and Maximum Security. Each plan bundles the specific controls and scanners needed for that objective.