Source-defined AI context and evaluations
Knapsack gathers existing product standards from connected tools and uses them as the basis for checking AI output, including design fidelity, code quality and conformance to organizational decisions.
An enterprise platform for connecting design systems, code and AI governance.
Knapsack is an enterprise digital production platform that connects design-system context with code and product workflows. It provides a shared system of record for teams building, governing and delivering digital products. The platform brings existing standards together from tools such as GitHub, Figma, Jira, Supernova and Storybook, then evaluates AI-generated work against those standards. Its product scope also includes design-system documentation, component and token workflows, prototyping, and enterprise access controls.
Knapsack gathers existing product standards from connected tools and uses them as the basis for checking AI output, including design fidelity, code quality and conformance to organizational decisions.
A hosted documentation site connects to design and engineering infrastructure and can update with changes to the system.
Teams can import, edit, manage and transform design tokens, and pull updates to artboards, assets and tokens from Figma.
Live code rendering supports component development and interactive playgrounds for developer testing and prototyping.
Git-backed version control supports branches, commits and pull requests; CI/CD integration connects the system to existing release workflows.
Plan capabilities include role-based permissions, SAML or OIDC single sign-on, custom domains and, on Pro, multiple workspaces and a public view-only workspace.
Use organizational design and engineering standards as a reference for assessing whether generated interfaces conform to the system and where styling or implementation may drift.
Design and engineering teams can document components and tokens alongside the code and design sources they already use, keeping product guidance connected to implementation.
Teams can assemble and configure interfaces using coded components and token-based styling to explore product experiences in a shared workspace.
System owners can manage changes through Git branches and pull requests and connect CI/CD processes to the existing release workflow.
No. Knapsack says it does not currently offer a free trial. It offers technical sessions, public demo workspaces and workshops before teams begin.
Plans are billed annually. The pricing page says quarterly true-ups are performed based on actual usage after review with the account team.
The listed renderers include React, Vue, Web Components, Angular, Twig and Handlebars. The number included depends on the plan, and custom renderers are priced separately.
The Core and Pro plan descriptions list SAML and OIDC providers for single sign-on.
Os dados de tráfego são apenas para referência.