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Coming soon Enterprise Software · AI output quality, verification, and governance layer

aifirstoutputs.com

AI First Outputs

Make AI-generated work usable by checking it against rules, sources, brand standards, approvals, and destination formats before it leaves the workflow.

For AI agents: Data for agents MCP
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Gatekeeper, an AI agent for AI First Outputs
Meet the agent

Gatekeeper

“Paste an output and I’ll show what should be checked before it ships.”

Gatekeeper is an AI agent for AI First Outputs. Coming soon.

Gatekeeper is not live yet. Luma, our AI guide, can tell you about it.

The business

What this business does

aifirstoutputs.com helps teams that rely on AI-generated reports; messages; code; content; research; or customer-facing work check AI outputs for accuracy; format; policy compliance; source support; risk; and readiness before they are used by running an AI output quality and governance layer with structured intake; agent review; and exportable artifacts. It matters because organizations are moving AI-generated work into real workflows and need verification infrastructure that scales faster than manual review; and the AI-native system turns every project into reusable context; safer decisions; and faster execution.

Best first use

An AI output checker that scores, edits, approves, and logs marketing, support, and operations drafts before release.

Where it stands

Coming soon

This business is being built. Its agent and its pages are planned; it is not open yet.

What the agent does

What Gatekeeper will do

  • Output inbox, policy rule builder, brand voice checker, source citation checker, factual verification, risk scoring, approval workflow, destination formatting, API, browser extension, Slack bot, audit log, and analytics dashboard
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