Working brief
A shared view of the use case, source data, audience, languages, volume, timing and definition of done.
How we work
A clear path from project question to production handoff.
Good data work depends on shared definitions. ASEDUCARE aligns the brief, tests representative inputs and builds human review into the delivery path.
The workflow
Five deliberate stages.
The people, tools and checks vary by project. These stages provide a shared operating rhythm.
- 01
Discover
Align on the model, audience, data, languages and definition of done.
- 02
Design
Turn the brief into guidelines, roles, review gates and a delivery schema.
- 03
Pilot
Test representative data, surface edge cases and calibrate decisions.
- 04
Produce
Coordinate human collection, annotation, transcription or localization.
- 05
Review & deliver
Resolve issues, validate the handoff and release agreed batches.
Visible artifacts
Make the work inspectable.
A project is easier to coordinate when decisions and outputs are visible—not trapped in disconnected conversations.
Pilot batch
Representative work used to test the instructions, output schema, edge cases and review method.
Decision record
Clarifications and difficult examples captured so production and review remain aligned.
Structured handoff
Reviewed files, metadata and delivery notes packaged in the format agreed during scoping.
What we need from you
The strongest start is a concrete brief.
- Project objective and intended downstream use
- Data or content type and current source format
- Languages, locales and audience context
- Expected volume and preferred delivery cadence
- Timeline, budget range and key constraints
- Existing guidelines, schema or acceptance criteria
Continuous alignment
01
Questions and edge cases surface
02
A decision is agreed and documented
03
Guidance returns to production
04
Review checks the updated interpretation
Acceptance
Quality means meeting a shared definition.
Accuracy cannot be separated from the intended use, taxonomy, audience or output structure. Those decisions belong in the scope.
Before final delivery
- Required fields and files are present
- Labels and language follow the current guidelines
- Known issues and corrections have been resolved
- Outputs match the agreed schema and format
- The handoff includes the context the receiving team needs
Ready to turn the brief into a pilot?
Share the data type, languages, volume and timeline. We’ll use those details to shape a practical first conversation.