What Hrizn Will Never Do
Some commitments should be explicit. These are the permanent design decisions that define what Hrizn is, and what it will never become.
Permanent Design Decisions
Many companies state what they will do. Fewer state what they will never do. We believe the boundaries you set are as important as the features you build. These commitments are not aspirational; they are embedded in product architecture. Read how no auto-publishing and clear accountability are enforced in practice.
What you choose not to build defines your product as much as what you build.
Six Things Hrizn Will Never Do
Never: Auto-publish content to live websites
Why: Auto-publishing removes the human from the decision chain. When content goes live without review, errors, inaccuracies, and compliance violations go with it.
How it's enforced: There is no code path in Hrizn that allows AI output to reach a live website without human approval. This is architectural, not configurable.
Never: Remove human approval requirements
Why: Human approval is the mechanism that ensures quality, accuracy, and brand alignment. Removing it would undermine every other guardrail.
How it's enforced: Every content creation workflow includes mandatory review and approval steps that cannot be skipped, disabled, or automated.
Never: Replace human accountability with automation
Why: When something goes wrong, someone needs to be accountable. Software cannot be held responsible for business outcomes.
How it's enforced: Hrizn positions humans as the final decision-makers in every feature. AI suggests; humans decide and own the results.
Never: Hide AI usage behind opaque workflows
Why: Transparency builds trust. Users need to know when AI is involved and where human judgment has been applied.
How it's enforced: AI-generated content is clearly identified as drafts. Every step in the workflow shows what AI contributed and where human input is needed.
Never: Prioritize speed over accuracy
Why: Fast content that is wrong is worse than no content at all. In automotive, a single pricing error or compliance violation can have real financial consequences.
How it's enforced: Compliance Checking gates, human review requirements, and the no-auto-publish architecture all enforce accuracy before speed.
Never: Treat AI output as authoritative truth
Why: AI models can hallucinate, make errors, and generate plausible-sounding content that is factually wrong. Treating AI output as truth is dangerous.
How it's enforced: All AI output is presented as a draft or suggestion. Final authority always rests with the human reviewer.
These commitments are backed by our membership in the Council for Responsible AI (CORA). They are not just internal policies; they are industry commitments that support OEM compliance requirements across the automotive industry.
CORA Founding Member
Hrizn is a founding member of the Council for Responsible AI. Learn about our commitment.
These are permanent design decisions. They will not change with market pressure, competitive trends, or feature requests.
Explore Related Hrizn Features
See how these principles are built into the platform.
