Sold by: Ninchi
Ninchi helps organizations adopt AI safely by verifying human understanding of AI-assisted software development. Automatically generate artifact-specific comprehension challenges for pull requests, preserve organizational knowledge, improve engineering governance, and create auditable evidence that developers understand the code they submit. Integrates with GitHub, GitLab, and Bitbucket Cloud.
Overview
Ninchi helps organizations adopt AI safely by verifying human understanding of AI-assisted work.
As AI accelerates software development, organizations face a new challenge: code can now be generated faster than it can be understood. Traditional code review evaluates the quality of the code itself. Ninchi adds a new layer of governance by verifying that the accountable developer can explain the implementation, assumptions, tradeoffs, and potential failure modes before work reaches production.
Rather than attempting to detect whether AI was used, Ninchi focuses on a more important question:
Can the human responsible for this work demonstrate understanding?
Key Capabilities
AI-generated, artifact-specific comprehension challenges Hidden evaluation rubrics that assess demonstrated understanding Casual, Tracking, Blocking, and Strict verification modes Difficulty-weighted Ninchi Score for developers, repositories, and organizations Organization-wide analytics, trends, and repository insights Configurable verification focus and custom evaluation criteria AI-generated learning recommendations (Teach Me) Audit-ready evidence supporting enterprise AI governance GitHub, GitLab, Bitbucket Cloud, and direct verification workflows
Enterprise Features
Enterprise customers gain access to advanced governance capabilities including organization-wide administration, dedicated deployment options, custom AI model integrations, SAML/SCIM single sign-on, compliance reporting, audit exports, Zero Trust deployment options, white-glove onboarding, and enterprise support. Additional Enterprise modules expand Ninchi into organizational memory, expertise mapping, onboarding intelligence, knowledge-risk analysis, and executive reporting.
Why Ninchi
Organizations use Ninchi to accelerate AI adoption while maintaining software quality, governance, and human accountability. By verifying understanding before changes reach production, teams identify knowledge gaps earlier, preserve institutional expertise, improve onboarding, and create verifiable evidence that AI-assisted work was reviewed by a knowledgeable human.
Ninchi integrates with GitHub, GitLab, and Bitbucket Cloud today, with additional enterprise integrations continuing to expand.
Learn more at https://ninchi.ai
Highlights
- Verify human understanding of AI-assisted work before it reaches production. Ninchi generates artifact-specific comprehension challenges that confirm developers can explain the code they are responsible for.
- Accelerate AI adoption without sacrificing governance. Create auditable evidence of human accountability while integrating seamlessly into GitHub, GitLab, and Bitbucket Cloud workflows.
- Preserve organizational knowledge and reduce key-person risk. Organization-wide analytics, the Ninchi Score, and enterprise reporting help identify expertise, knowledge gaps, and onboarding opportunities before they become operational risks.
Details
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Dimension | Description | Cost/month |
|---|---|---|
Seats | End users | $30.00 |
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Refunds may be requested within 30 days of the initial purchase by contacting support@ninchi.ai . Refunds are evaluated in good faith based on product usage and customer circumstances. Enterprise contracts and AWS Marketplace Private Offers are governed by their applicable agreement.
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