Custom data & annotation

Training data built to your exact requirements.

When no public dataset fits, commission one. You set the task, the taxonomy and the quality bar. Our in-house labelers and domain experts build it end-to-end, in the format your pipeline expects. Powered by Innovatiana, with trained teams across 20+ sectors.

Order custom data Talk to our team

Reply within one business day · NDA on request · No subscription

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§ 01 · Custom Data

The other half of the workspace

Commission datasets that don't exist yet.

Some training data has to be built. Order it directly from your workspace: pay with platform credits, our trained data labelers and domain experts produce the data end-to-end, and you download the result. No procurement cycles. No labeling crowd to manage.

Ready to order?

Tell us what to build, we deliver the annotated dataset.

Bounding boxes, segmentation, NER, transcription, RLHF preference data and more. Priced per task with credits, no subscription.

Order custom data Talk to our team

Reply within one business day · NDA on request

What you receive

This is what annotated data looks like.

Real output formats, delivered to your spec: boxes, masks, keypoints and span-level text labels, each reviewed before it reaches you.

Bounding boxesDetection and localisation. Every object boxed, labelled and confidence-checked against your taxonomy.

Polygon & segmentationPixel-accurate masks for defects, regions and instances, with vertex-level review.

Keypoints & poseSkeletal landmarks for motion, sports, ergonomics and gesture models.

Text & NEREntities, spans and relations tagged in context, including clinical and legal domains.

Annotated by experts, not crowds

Domain-trained labelers (medical, legal, multilingual, automotive) handle every project in-house. No anonymous crowdsourcing. No surprise quality drops.

Quality built in by design

Inter-annotator agreement, automated checks, and manual review on every project. A dedicated manager owns delivery against your quality bar.

Ethical & transparent operations

Fair-wage in-house teams, full traceability, GDPR & EU AI Act ready. Powered by Innovatiana's data annotation operations.

Dataset Finder custom dataset request form — **The request form.** Data type, volume, use case and taxonomy, an optional annotation platform for your project, and your guidelines attached.

/ 01

You describe

Submit a request from your workspace: data type, volume, deadline, and annotation rules.

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/ 02

You order

Instant credit-based pricing. No procurement cycle. Pay from your platform balance and the job kicks off.

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/ 03

Our team labels

Trained annotators do the work with QA built in. Live progress visible in your workspace.

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/ 04

You download

Delivered straight to your workspace in your chosen format. Lineage and governance auto-logged.

Flexible engagement

How we work together.

Bring what you have. We adapt to your specs, your tools, or build it with you from scratch.

Mode	You bring	We bring	Best for
/ 01 Your guidelines, our team	Annotation guidelines, label taxonomy, brand voice, or a spec document.	Trained labelers, QA workflows, the right labeling infrastructure set up to your specs, and delivery in your chosen format.	Teams who know exactly what they want labeled. You've defined the rules, we execute at scale.
/ 02 Your pipeline, our annotators	Your existing labeling platform, tools, or workflow.	Trained annotators staffed directly into your environment.	Teams with mature infrastructure who need annotation throughput without expanding headcount.
/ 03 We design it with you	A goal and rough requirements.	Guideline design, labeling environment setup, labeler training, dedicated PM, and ongoing support as the project scales.	Complex setups, high-volume programs, and long-term labeling partnerships where you need a dedicated team that grows with the project.

Order any kind of training data.

LLM fine-tuning data

SFT pairs, instruction tuning, preference data for RLHF and DPO, domain-specific demonstrations.

AI agent training data

Tool-use trajectories, multi-step agent demonstrations, RL environments, computer-use testbeds.

Computer vision

Image and video annotation. Bounding boxes, segmentation, keypoints, 3D point clouds, OCR, scene understanding.

Multimodal data

Vision-language pairs, speech & audio AI (ASR, TTS, voice agents), document understanding, video-text alignment.

Coding & technical data

Code generation pairs, bug-fix demonstrations, repository workflows, software engineering traces.

Domain-expert data

Sourced from PhDs, lawyers, clinicians, engineers. Medical, legal, financial, scientific corpora.

Evaluation & red-teaming

Golden eval sets, regression benchmarks, red-team datasets, human evaluation of model outputs.

Synthetic + human-validated

Hybrid data. Synthetic generation paired with expert human validation and quality filtering.

Expert network

Built by a network of specialized experts.

Every dataset we deliver comes from professional data labelers and QA analysts, organized by domain. No anonymous crowd workers, no quality lottery.

20+

Domains of expertise

50+

Languages supported

Professional

Labelers & QA analystsTrained in-house teams, not anonymous crowdsourcing

Multi-layer

Quality assuranceInter-annotator agreement, consensus review, expert audit

Instant credit-based pricingTrained in-house teams20+ industriesGDPR & EU AI Act ready

/ 01

Self-serve with credits

Create an account, top up with platform credits, and place your order. Best for typical projects up to a few hundred thousand items.

Create account & buy credits

/ 02

Talk to Enterprise Sales

Large-scale projects, custom SLAs, dedicated PM, NDAs, on-premise delivery, or compliance reviews. We'll scope it with you.

/ 03

See it in action first

Browse real labeling projects we've delivered, across image, video, text, multilingual, and document data, for AI teams in 20+ industries.

See sample projects

§ 02 · Annotation services

The full annotation stack.

Dataset Finder's custom data is produced by Innovatiana's in-house teams. Whatever the modality or the domain, there is a service and a trained team behind it.

Training data built to your exact requirements.

Commission datasets that don't exist yet.

Tell us what to build, we deliver the annotated dataset.

This is what annotated data looks like.

Annotated by experts, not crowds

Quality built in by design

Ethical & transparent operations

You describe

You order

Our team labels

You download

How we work together.

Order any kind of training data.

LLM fine-tuning data

AI agent training data

Computer vision

Multimodal data

Coding & technical data

Domain-expert data

Evaluation & red-teaming

Synthetic + human-validated

Built by a network of specialized experts.

Self-serve with credits

Talk to Enterprise Sales

See it in action first

The full annotation stack.

Computer vision

World models & physical AI

Generative AI datasets

Moderation & RLHF

Document processing

Natural language processing

Hire dedicated labelers

AI models improve.
Your training data workflow
should too.

Commission datasets that don't exist yet.

Tell us what to build, we deliver the annotated dataset.

This is what annotated data looks like.

Annotated by experts, not crowds

Quality built in by design

Ethical & transparent operations

You describe

You order

Our team labels

You download

How we work together.

Order any kind of training data.

LLM fine-tuning data

AI agent training data

Computer vision

Multimodal data

Coding & technical data

Domain-expert data

Evaluation & red-teaming

Synthetic + human-validated

Built by a network of specialized experts.

Self-serve with credits

Talk to Enterprise Sales

See it in action first

The full annotation stack.

Computer vision

World models & physical AI

Generative AI datasets

Moderation & RLHF

Document processing

Natural language processing

Hire dedicated labelers

AI models improve.Your training data workflowshould too.

AI models improve.
Your training data workflow
should too.