How Dokeo is built

How the gate is built.

AI tools generate content at scale, but 80% of it ranks nowhere and gets zero AI citations. Nobody checks it before it ships. Dokeo is the gate that does.Here's the primitive model behind the gate.

The loop, not the checklist.

Every object Dokeo touches moves through the same nine-step loop. Blog posts, landing pages, emails, AI drafts, video scripts, and 17 content types all run through this loop today.

Object
Policy
Test
Issue
Fix
Verify
Approve
Deploy
Monitor

The primitives.

Eight reusable building blocks. Every content type is built entirely out of these, not a one-off schema per type.

Object

Anything under test - a blog post, landing page, email, video script, or AI draft. Its actual fields live in a versioned payload, not in the platform's core tables.

Policy

What pass/fail means for an object type. Required, Blocked, or Threshold rules, inheritable from org down to a single object type.

Test

Runs an object's policy against its current version and returns a verdict - one of five severities, not just pass/fail.

Issue

A single finding from a test run: what failed, why, the evidence, and a recommended fix - the same shape whether a human or an agent reads it.

Fix

A recorded change made in response to an issue. Submitting a fix never marks the issue resolved on its own - only a fresh, verified test run does.

Approval

A human sign-off gate before deploy, modeled like a pull request: pending, approved, or changes requested.

Deployment

The record of an object shipping, and where.

Monitor

A cadence that watches a deployed object and can reopen it if real-world performance changes.

Five verdicts, not two.

Pass/fail is too coarse once a test can also mean "ship with a note" or "here's an idea, no rush." Every test run lands on one of five severities.

BLOCKER

Ships never. A hard stop - confidentiality leaks, banned claims.

FAIL

Ships with a fix. Blocks CI, blocks deploy until resolved.

WARNING

Ships with a note. Visible, not blocking.

OPTIMIZATION

A suggestion. Never blocks anything.

PASS

Clean. No issue created.

Start with content. See the primitives.

Scan a page free - the same Object/Policy/Test/Issue loop described above, running in production.