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CI/CD verification for the AI era

Detect what’s missing.
Verify what’s configured.

Pipeline intelligence for platform, DevOps, and security teams—detect gaps, get pipeline-aware fix guidance, and verify controls in runs that take seconds.

  • Secure delivery
  • Gaps detected
  • Fixes guided
  • Compliance ready
Verification Command Center
KvantumCI dashboard with pipeline verification scores

CI/CD verification at engineering scale

0 Repositories verified
0 Branches analyzed
Seconds Verification runs in seconds

Trusted in production

DevOps, Security, Platform, and CISOs trust KvantumCI to catch what they're accountable for.

Gap detection

What We Detect

Find what’s missing across your delivery pipeline—before it reaches production.

Security

Security scan gaps

Missing SAST, SCA, IaC, secrets, and container scans in pipeline stages where they should run.

DevOps

Pipeline & gate gaps

Missing approval gates, security stages, and misconfigured permissions across integrate, deliver, and deploy.

AI and MLOps

AI & agent gaps

AI/ML pipeline misconfigurations and missing guardrails for agentic and AI-assisted workflows in CI.

Supply chain

Supply chain gaps

Visibility gaps between verification runs—untracked dependency, crypto, and AI artifact changes.

Where

KvantumCI verifies posture across every layer of your delivery stack—not just scan results, but whether controls are wired in where they matter.

Pipelines

In CI/CD workflows—jobs, stages, triggers, and runners from first commit through production deploy.

Tooling

In pipeline configuration—where SAST, SCA, IaC, secrets, and container scans are declared, enabled, or absent.

Security Controls

At merge and release gates—policies, approvals, and security stages that must pass before code ships.

Repository Governance

At the repository layer—branch protection, pull request rules, and commit policies that enforce delivery standards.

AI & MLOps

In ML and agent pipelines—model registry, deployments, prompts, and guardrails connected to CI/CD workflows.

Supply Chain

Across artifact lineage—SBOM, CBOM, AIBOM, and MLBOM evidence captured and compared on every verification run.

KvantumCI Verification Engine

How

Every verification run correlates pipeline data, classifies risk, surfaces actionable fix guidance, and produces audit-ready evidence—not just pass/fail.

1

Discover

Connect GitHub, GitLab, or Azure Repos. Auto-discover repos, branches, jobs, pipeline configs, and DevOps toolchain signals.

2

Detect

Identify what’s missing, misconfigured, or insecure—across build, test, release, and deploy stages.

3

Classify

Categorize findings by risk, domain, and pipeline stage with weighted rules tuned to your posture model.

4

Describe & recommend

Explain impact, context, and evidence—then deliver pipeline-aware recommendations, remediation cookbooks, and AI-suggested configuration fixes.

5

Verify

Validate security controls, configurations, and policies—including SAST, SCA, IaC, secrets, and pipeline gates.

6

Track

Monitor progress and compliance over time with OmniBOM timelines—SBOM, CBOM, AIBOM, and MLBOM on every run.

KvantumCI verifies every stage
Plan Code Build Test Release Deploy Operate

Guided remediation

What We Fix

Every finding includes pipeline context and actionable fix guidance—so teams know what to change, where, and why.

Pipeline-aware recommendations

Must-have and improvement remediations tied to CI, CD, and deploy stage—prioritized by severity and pipeline context.

AI Recommended Fix

Auto-generated example fixes—CI/CD workflow snippets, config patches, and IaC changes you can apply to your repository.

Post-remediation verification

Re-run verification after you apply a fix—confirm the gap is closed and track resolution in OmniBOM timelines.

Agent security in CI

Detect and Verify AI Agent Risk in CI/CD

AI coding agents, MCP servers, and agentic workflows are entering pipelines. KvantumCI identifies them in configuration, scores posture with weighted rules, and surfaces missing guardrails before merge.

Detect agents in CI/CD

Surface AI coding agents, custom agents, MCP tooling, and agentic workflow steps in GitHub Actions, GitLab CI, and Azure Pipelines configs.

Score agent posture

Weighted rules evaluate permissions, secret access, tool boundaries, and human-in-the-loop patterns against your risk model.

Verify pipeline guardrails

Verify whether agent steps include approval gates, audit trails, and rollback paths—and track changes in OmniBOM and AIBOM timelines.

  • Detect AI agents and MCP servers in pipeline configs
  • Score agent permissions, secrets, and tool boundaries
  • Verify human-in-the-loop and approval-gate requirements in CI
  • Track agent-related changes in OmniBOM and AIBOM timelines
  • Audit-ready evidence for AI governance and compliance

Runtime tools see what’s deployed. KvantumCI verifies how agents get wired into CI/CD—and whether guardrails exist before merge.

View verification rules and agent controls in docs →

Explore OmniBOM evidence →

Verification evidence

OmniBOM: Full-Spectrum Supply Chain Evidence

Every Continuous Integration, Continuous Delivery, and Continuous Deployment verification run produces audit-ready evidence—not just pass/fail. OmniBOMs and timelines show what changed between runs, before anything ships.

SBOM

Software BOM

Track dependencies and open-source components across every verification run.

CBOM

Crypto BOM

Map cryptographic assets, algorithms, and key usage in your supply chain.

AIBOM

AI BOM

Inventory models, agents, prompts, and AI services deployed through your pipelines.

MLBOM

ML BOM

Document training data, MLflow stages, and model lifecycle artifacts in CI/CD.

Interactive OmniBOM Timelines

Time-series analytics on top of every BOM type—click any point to inspect what changed between runs.

  • Every verification run generates SBOM, CBOM, AIBOM, and MLBOM metadata
  • Click any day on the timeline to drill into exact BOM snapshots
  • Track additions, removals, and skipped controls—not just current state
  • Audit-ready history for compliance and incident response

Snyk and Wiz find vulnerabilities in artifacts and cloud runtime. KvantumCI verifies your CI/CD pipelines and DevOps tooling—detecting what’s missing and verifying what’s configured before code ships.

Your CI/CD Verification Command Center

Unified visibility across CI, CD, deploy stages, AI agent signals, and OmniBOM trends

  • Stage-level scores for integration, delivery, and deployment pipelines
  • Unified score across all projects and repositories
  • Track posture and OmniBOM trends with atomic analytics
  • Correlate verification scores with AI agent and supply-chain findings
  • Drill down from organization to individual findings
KvantumCI Dashboard showing DevSecOps scores and project health KvantumCI analytics and trends graph
KvantumCI verification results KvantumCI finding details

From Finding to Fix—In Pipeline Context

Findings ship with remediation guidance, cookbooks, and AI-suggested fixes—not generic alerts

  • Pipeline-aware recommendations with Must-have and Improvement priority
  • AI Recommended Fix—workflow snippets, config patches, and IaC examples
  • CI/CD stage context—know if the gap is in build, release, or deploy
  • Weighted severity for DevOps, AI, and agent rules
  • Re-verify after remediation to confirm the gap is closed

Works With Your CI/CD Stack

Connect GitHub, GitLab, and Azure Repos today; Jenkins, AWS, and more on the roadmap. Complements Snyk, Wiz, and GitLab Advanced Security—verify pipeline configuration and DevOps tooling they don’t cover.

GitHub

Available

GitLab

Available

Jenkins

Available

Azure Repos

Available

AWS

Available

JFrog

Coming soon

Nexus

Coming soon

Ready to detect what’s missing and verify what’s configured?

Start free verification and detect gaps, get fix guidance, and confirm remediation on your next run. No credit card required.