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TMCodenix TaskMeshHUMAN INTELLIGENCE · AI
Quality architecture

Multi-layer QA built around evidence, not marketing claims

TaskMesh is designed so project owners can combine contributor work with validation, reviewer calibration, consensus, thresholds, and escalation.

01Contributor02Automated validation03Peer / reviewer validation04Senior QA05Client delivery
Consensus scoring

Enabled only when appropriate for the project’s rubric and delivery requirements.

Golden tasks

Enabled only when appropriate for the project’s rubric and delivery requirements.

Inter-annotator agreement

Enabled only when appropriate for the project’s rubric and delivery requirements.

Quality thresholds

Enabled only when appropriate for the project’s rubric and delivery requirements.

Random audits

Enabled only when appropriate for the project’s rubric and delivery requirements.

Escalation

Enabled only when appropriate for the project’s rubric and delivery requirements.

Reviewer calibration

Enabled only when appropriate for the project’s rubric and delivery requirements.

Codenix TaskMesh

Design the QA layer with the task

Quality architecture should be calibrated to the risk, ambiguity, contributor expertise, and client acceptance criteria of the project.