Align the brief
Define the data scope, annotation schema, edge cases and acceptance criteria together.
The standard / 02
Quality is not
a last step. It's the system.
We make complex data work legible: align the rules, prove them on a pilot, review each layer and then scale what works.
A visible path from brief to delivery01 / 04 stages
From pilot to production
Four deliberate moves.
You see the standard on real data before committing to volume. Every stage has an explicit handoff.
Run a pilot
Test guidelines on a controlled batch. Your team reviews the output and we refine it.
Review every layer
Annotator pass, senior review and independent audit sampling keep quality visible.
Scale the work
Increase throughput against the approved standard without restarting the process.
The quality loop
Nothing disappears into a black box.
Native-language reviewers, documented edge cases and clear checkpoints turn individual decisions into a repeatable operating system.
Context from native Turkish speakersGuidelines that evolve with edge casesTraceable review and audit stages
Production standard / 03 layers
3×human quality checkpoints
See the handoff
Wondering what these steps produce? Follow one fictional item from input to review decision and example delivery record.
See the illustrative pilotReady for a pilot?