Gameplay Recording & Data Annotation for Games

Structured gameplay capture, timestamped English goal and sub-goal annotation, and dataset quality checks - managed by a game QA team.

Game and AI data programmes often need more than raw gameplay video. Useful datasets require repeatable capture, clear metadata, consistent annotation and quality checks before delivery.

GameCloud can support structured gameplay-data collection programmes by managing gameplay sessions against an agreed brief, recording the required gameplay evidence, preparing timestamped English goal and sub-goal annotations, and reviewing the resulting dataset against client-defined acceptance criteria.

Engagements can begin with a small calibration batch before scaling into larger collection requirements.

Planning a gameplay-data collection or annotation programme?

Share the target game or build, required gameplay hours, participant/profile requirements, capture workflow and annotation specification. GameCloud will convert that into a clear capture, annotation and quality-control scope.

What GameCloud Can Handle

Structured Gameplay Recording

Gameplay sessions can be performed against an agreed collection brief, including:

  • target game, build or version
  • required gameplay duration
  • player progression requirements
  • target scenarios, modes or objectives
  • participant/profile requirements
  • session instructions
  • client-defined capture procedures

Where the programme uses client-provided capture software or instrumentation, GameCloud can incorporate that workflow after compatibility and setup validation.

Gameplay Evidence Collection

Depending on the project requirements and compatible capture environment, collected evidence can include:

  • gameplay video
  • session identifiers
  • timestamps
  • progression information
  • scenario information
  • participant/session metadata
  • keyboard and mouse input capture when supported by the approved workflow
  • client-required session notes

The exact collection package is defined during scoping.

Goal & Sub-Goal Annotation

Timestamped English Gameplay Labels

Recorded gameplay can be reviewed after the session and annotated using an agreed English-language schema. Typical annotation can describe:

Annotation describes the gameplay according to the agreed specification, based on observable events and the supplied labelling rules.

Custom Annotation Schemas

Different data programmes require different taxonomies. GameCloud can work against a client-supplied annotation specification or help operationalise a supplied schema into a practical annotation workflow.

The calibration stage can be used to align label definitions, goal hierarchy, sub-goal hierarchy, timestamp rules, terminology, output structure, edge cases, acceptance criteria and reviewer expectations.

Once the annotation rules are agreed, the same structure can be applied consistently across the approved collection batch.

Ready to scope a collection batch?

Send a sample workflow, annotation specification or requirement note. We will reply with a one-page project total.

Dataset Quality Checks

Human Review Before Handoff

Gameplay data becomes difficult to use when recordings are incomplete, annotations drift from the required schema, timestamps are inaccurate or different annotators interpret the same rule differently.

GameCloud can include a quality-control pass covering agreed checks such as:

The exact review procedure and acceptance criteria are agreed before production-scale delivery.

Delivery Workflow

Step 1

Define

Share the collection requirement, capture workflow, target profiles and annotation specification.

Step 2

Calibrate

A limited sample validates the workflow, annotation interpretation and expected effort.

Step 3

Capture

Approved gameplay sessions are performed and recorded according to the agreed brief.

Step 4

Annotate & Review

Recordings are labelled to the approved schema and undergo the agreed quality checks.

Step 5

Deliver

Approved recordings, annotations, metadata and QC information are transferred in the agreed format.

Possible Deliverables

Depending on the scope, a delivery package may include:

Suitable Use Cases

This service can support teams working on:

GameCloud provides the capture, annotation and quality layer that supports those programmes.

What We Need to Scope a Project

Share as many of the following as are available:

  • game/title/build
  • target platform
  • game-access method
  • required gameplay hours
  • approximate number or type of participants
  • required progression states and scenarios
  • session duration
  • capture software/workflow
  • annotation specification
  • example annotations if available
  • required output format
  • dataset acceptance criteria, batch size and desired delivery window

Common Questions

Can GameCloud work with our own capture software?

Yes, where the client-provided capture workflow is compatible with the approved test environment. Setup and validation requirements should be confirmed during scoping.

Can you follow our own annotation schema?

Yes. A client-supplied taxonomy, examples and acceptance criteria can be incorporated into the annotation workflow after calibration.

Can we begin with a small batch?

Yes. A limited calibration batch is a practical way to align capture, annotation and quality expectations before larger-volume production.

Can annotations include goals and sub-goals?

Yes. Timestamped English goal and sub-goal labels can be prepared according to an agreed annotation specification.

Have a gameplay-data requirement?

Send GameCloud a sample workflow or requirement document. We can help translate the requirement into a defined capture, annotation and quality-control scope.