Sigrid measures software quality, security, and AI code impact across your portfolio - independently benchmarked against 30,000+ real-world systems using ISO/IEC 25010.
Sigrid measures software quality, security, and AI impact across every system in your landscape - independently benchmarked against 30,000+ real-world systems.
One Platform, Six Capabilities
Every Sigrid capability runs on the same engine, the same benchmark, and the same source of truth - so insight at developer level rolls all the way up to board level.
AI Governance
Continuous quality and risk measurement on AI-generated code across your portfolio
Real-time governance guardrails inside AI coding agents (Cursor, Claude Code, GitHub Copilot, VS Code, JetBrains, Windsurf, and more)
Measure and manage the build quality of your AI systems - ML, GenAI, and agentic
Technical Debt and Software Quality
Quantified system health and technical debt measured against the ISO/IEC 25010 standard
Benchmarked against 30,000+ real-world systems across industries and technology stacks
Architecture and modernization analysis including dependency mapping, component coupling, and drift detection
Software Security
Vulnerability detection across your entire portfolio, prioritized by exploitability and business impact
Open source health monitoring with dependency analysis, license compliance, and supply-chain risk visibility
How Sigrid Works
Connect your code - Read-only ingestion. Your source code is never modified. Available as Cloud, On-Premise, or Local deployment for environments where code cannot leave the building.
Analyse - Analysis against ISO/IEC 25010, the international software quality standard. No code execution, no opinion-based rules.
Benchmark against 30,000+ systems - Every finding is positioned against real-world systems across industries and architectures.
Act on prioritized output - The same data surfaces at every altitude: code-level findings for developers, system-level views for architects, portfolio KPIs for executives.
Proven Customer Outcomes
4.5x faster time to market after reducing technical debt
50% lower software maintenance cost
30% more development capacity freed up
2x fewer security vulnerabilities in production
Integrations
Sigrid integrates with GitHub, GitLab, Bitbucket, Azure DevOps, Jenkins, TeamCity, VS Code, JetBrains, and Mendix. Pipeline integration blocks merges that do not meet quality standards and surfaces findings directly in pull requests.
Built on Standards
ISO/IEC 25010 - International software quality model
Who It Serves
C-suite and Boards - Executive reports, portfolio KPIs, and business impact from the same data as the rest of the team
Developers - Detailed findings, objectives, code-level metrics, and Sigrid MCP directly in the IDE
Trusted by organizations including Rabobank, ING, Nationale-Nederlanden, KPN, Philips, and Siemens.
Highlights
AI Governance at Scale - Govern the code AI writes at AI speed. Sigrid provides continuous quality and risk measurement on AI-generated code across your entire portfolio, with real-time governance guardrails inside AI coding agents including Cursor, Claude Code, GitHub Copilot, VS Code, and JetBrains. Measure and manage the build quality of ML, GenAI, and agentic AI systems - all benchmarked against 30,000+ real-world systems.
Independent Benchmarking and Standards-Based Measurement - Every finding is measured against the ISO/IEC 25010 international quality standard and benchmarked against 30,000+ real-world systems. SIG operates the world's only ISO/IEC 17025-accredited software quality lab and co-authored ISO/IEC 5338 for AI lifecycle management. Named a Leader in the 2026 Gartner Magic Quadrant for Technical Debt Management Tools.
Proven Outcomes Across the Portfolio - Customers achieve 4.5x faster time to market, 50% lower software maintenance cost, 30% more development capacity freed up, and 2x fewer security vulnerabilities in production. The same data surfaces at every level: code-level findings for developers, system-level views for architects, and portfolio KPIs for executives and boards.
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
This contract prices on a single dimension: the number of systems in your license. A system is one application or codebase you connect for analysis. You pay based on how many systems you include, so cost scales with the size of your software portfolio. To add coverage, you raise the system count on your license. Billing runs on a fixed contract term rather than usage or hourly metering. There are no separate tiers or add-on charges in the pricing table — you select one system quantity that fits your landscape.
Top-of-mind questions for buyers
What counts as one system for licensing?
A system is one application or codebase you connect to the platform for analysis. You count each application separately. You can set quality objectives at the portfolio, multi-system, or single-system level, but billing tracks the number of systems in your license.
What happens to cost when I add more applications to analyze?
Cost scales with the number of systems in your license. To cover additional applications, you raise the system count. Adding coverage increases the licensed quantity. There are no separate add-on charges beyond the system count you select.
Does the system count include deployment as cloud, on-premise, or local?
The license prices on the number of systems, not the deployment method. You can connect code through cloud, on-premise, or local ingestion for environments where code cannot leave the building. The billing metric stays the same regardless of deployment choice.
Request a private offer to receive a custom quote.
How can we make this page better?
Tell us how we can improve this page, or report an issue with this product.
Give us feedbackReport a problem with this product or seller
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA).
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
For support inquiries related to Sigrid, please contact SIG Support via support@softwareimprovementgroup.com, through the Sigrid platform or visit the SIG website to reach the support team. Support covers product usage, troubleshooting and configuration assistance.
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Coral automatically & proactively detects risks & misconfigurations to reliability, data security & non-adherence to AWS Well-Architected. It looks for deviations from vendor best practices based on proprietary knowledgebase containing hundreds of rules across all layers in multi cloud environment.
IBM Security Verify Governance help organizations to automate digital identity and access management, and ensure the right people get the right access to the right resources at the right time, and for the right reasons. It is a fundamental building block of an organizations identity and access management strategy and leads to improving and streamlining business process, facilitating compliance and reduce the risk of unauthorized access.
Be the first to review this product. We've partnered with PeerSpot to gather customer feedback. You can share your experience by writing or recording a review, or scheduling a call with a PeerSpot analyst.