AI Output Review
AI output review is structured human evaluation of model-generated content before it is relied on or published. It exis…
Documentation / QueryTek Review
QueryTek Review glossary
Product-scoped public terms for QueryTek Review. Shared platform concepts link to the platform glossary instead of duplicating definitions.
Annotation
An annotation is a reviewer's observation attached to a specific place in a document. Anchoring the comment to the text…
Annotation Report
An annotation report is the finished deliverable of a document review: the reviewer's findings, each tied to the exact…
Batch Submission
A batch submission sends several related documents for review as a single request instead of one at a time. The batch k…
Calibration
Calibration is the recurring practice of having reviewers score the same sample material and comparing the results, so…
Client Admin
A client admin is the person at a customer organization who manages that organization's people and access inside a revi…
Client Workspace
A client workspace is the isolated area where one customer organization's documents, users, standards, and completed ou…
Content Risk Review
Content risk review assesses material for the exposure it creates rather than for how well it is written. The question…
Document Intake
Document intake is the point where material enters a review program and acquires the context that governs it — which cu…
Document Lifecycle
Document lifecycle is the set of states a document moves through from arrival to disposition, and the rules governing e…
Email Ingestion
Email ingestion is an intake channel where documents arrive as attachments to a dedicated email address and are turned…
External repository
An external repository is a content system a client already operates — a document management platform, content store, o…
Learning Content Review
Learning content review assesses whether courseware actually teaches what it claims. It asks whether the stated objecti…
Linguistic Quality Assurance
Linguistic quality assurance is structured evaluation of language quality against defined criteria — accuracy, terminol…
Per-Word Pricing
Per-word pricing charges review work by document volume rather than by hours spent. It gives buyers a cost they can for…
Plain Language Review
Plain language review assesses whether a reader can find what applies to them, understand it, and act on it. The test i…
QueryTek Review
QueryTek Review™ is the managed document review product in the QueryTek family, built for HIPAA-aligned managed workflo…
Quote
A quote is the price a review service states for a specific submission before the customer commits to it. It is calcula…
Review Cycle
A review cycle is one complete pass of material through evaluation: accepted at intake, assessed against a standard, es…
Review Lead
A review lead is the senior reviewer who decides who works on what and whether the result is fit to leave the building.…
Review Module
A review module is a packaged category of document review: a defined kind of material, the questions reviewers ask of i…
Review Queue
A review queue is the list of submitted documents waiting to be assigned to a reviewer and worked. It is the point wher…
Reviewer
A reviewer is the trained person who reads a submitted document against a rubric and records findings. In a managed rev…
Scorecard
A scorecard is the completed record of one review: each of the rubric's dimensions with the level assigned to it, the e…
Standards Profile
A standards profile is the statement of what "good" means for a particular customer's material — which standards, style…
Tier 3 / Embedded Human Evaluation
Embedded human evaluation places a human review step inside another product's workflow through an API, rather than as a…
Turnaround Time
Turnaround time is the elapsed span from work being accepted to an outcome being delivered. The figure is only meaningf…
Watched-Folder Intake
Watched-folder intake is a way of submitting documents for review by placing them in a designated folder in the custome…
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