Liveform

What Liveform Does

Liveform is an enterprise AI governance and experience platform that gives organizations a complete picture of their AI landscape. It automatically discovers AI experiments, integrations, agents, and shadow usage across teams and tools, scoring each build against seven trust dimensions and providing structured remediation guidance. Liveform acts as "The OS for AI," bringing together fragmented AI activity into one centralized workspace where leadership can assess risk, builders can ship faster, and compliance teams can catch issues before deployment.

Who It's For

Liveform serves enterprise organizations struggling with AI sprawl—CDOs, CTOs, compliance officers, and technical leaders who need visibility into what AI tools their teams are using, how they're being used, and whether they meet organizational standards. It's built for companies where AI experiments happen across departments, shadow usage is common, and the gap between innovation and governance creates both risk and friction.

Key Features & Capabilities

• Automatic Discovery: Connects to identity providers (Microsoft Entra, Google Workspace) and build stack tools (GitHub, Vercel, Cursor, Notion, Slack, and more) to surface AI usage automatically—no spreadsheets or manual tracking
• Seven-Dimension Trust Scoring: Every build receives a Liveform Rating (Red/Amber/Green) based on access control, compliance exposure, brand alignment, IP leakage, inheritance, permission scope, and production viability
• Structured Fix Guidance: Exact remediation instructions with prompts and Markdown containing replacement values, making compliance actionable for builders
• .liveform Baseline Files: Generates structured configuration files that travel with projects, informing AI tools of organizational standards (colors, data restrictions, compliance frameworks) from the first keystroke
• Centralized Workspace: Single dashboard showing integration frequency, exposure levels, and remediation status across every AI touchpoint in the organization
• Intelligence Layer: Surfaces converging experiments, duplicate integrations, and archived builds now viable as the system learns from organizational patterns

How Teams Use It

Organizations deploy Liveform to replace fragmented spreadsheets and tribal knowledge with a living inventory of AI activity. Builders integrate the .liveform baseline into their workflows so compliance is embedded from the start. Compliance teams use the scoring system to prioritize risk remediation. Leadership exports structured reports for board-level visibility. As the workspace grows, Liveform identifies optimization opportunities—duplicate work, shadow usage that should be formalized, and experiments ready for production deployment.

What Makes It Different

Unlike point-solution governance tools, Liveform provides end-to-end visibility from first experiment to production deployment. The .liveform baseline approach means governance knowledge compounds over time rather than being lost when team members leave. Integration with the actual build tools developers use (not just monitoring dashboards) makes compliance proactive rather than reactive. The seven-dimension rating system gives consistent, actionable answers to "is this safe to ship?" across every type of AI build.