Text labelling and annotation
Document classification, entity tagging, sentiment labelling and structured text tasks. We work to your taxonomy, guidelines and tooling.
Data labelling, annotation and dataset sourcing — Asia
Precision data work, delivered from Asia.
Psyon provides AI data labelling, annotation and human evaluation services, alongside dataset sourcing for AI teams and data buyers. We work across Southeast Asia, combining local delivery coordination with structured quality review.
Whether you need labelled training data, human feedback on model outputs, or access to specific datasets — we scope the engagement around your requirements and deliver against agreed criteria.
Built around your data requirements.
Every project is scoped to your data type, tooling, language requirements and acceptance criteria. We run a structured pilot before expanding delivery — so quality is established before volume increases.
Image and video annotation
Object labelling, classification and visual review for image and video datasets. Annotation methods are agreed during scoping.
AI output evaluation
Human review of AI-generated responses against defined criteria — relevance, instruction following, preference ranking and factual accuracy. Contributor selection is matched to language and subject requirements.
Quality review and label auditing
Review existing annotations, identify inconsistencies and resolve ambiguous cases before final delivery.
Dataset sourcing
Access to existing datasets across text, image, audio and multimodal categories. We work with data owners and brokers across Asia to connect buyers with relevant, licensable data. Requirements-led — tell us what you need and we find what exists.
Scoped, piloted, then scaled.
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01 — Define the task
Agree data type, annotation rules, required languages, tooling, volume and delivery schedule.
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02 — Select the team
Contributors are assessed against the specific task — language proficiency, subject knowledge and attention to detail.
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03 — Run a pilot
A defined batch tests understanding, surfaces edge cases and establishes whether output meets your acceptance criteria.
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04 — Review together
Pilot results are reviewed jointly. Instructions are refined and disagreements resolved before the work expands.
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05 — Deliver at scale
Ongoing delivery with agreed review cycles, progress reporting and a single point of contact throughout.
A delivery partner for your data operations.
We work with AI data companies, annotation platforms and internal AI teams that need additional delivery capacity in Asia. Projects run on your existing platform and processes — we handle local coordination, contributor management and quality oversight.
Pilot projects welcome. We scope fast and move when you're ready.
Discuss a pilot ↗
Need the data before you can label it?
Psyon maintains relationships with data owners, licensors and brokers across Asia. If you are looking for existing datasets — text, image, audio, behavioural or domain-specific — we can assess what is available and connect you with the right source.
We do not list a catalogue. We work to your brief and find what fits.
Tell us what you need ↗Quality is agreed before volume is committed.
Every engagement starts with shared standards — clear examples, defined acceptance criteria and an agreed process for escalating uncertain cases. Pilot results determine whether and how delivery expands. We do not increase volume before the quality bar is established.
Let's scope something.
Whether you are looking for annotation capacity, dataset sourcing, or a delivery partner in Asia — start with a conversation.