Innodata Inc.

Multimodal Data Collection for AI Model Training

High-quality multimodal data collection and synthetic data solutions for training, fine-tuning, and evaluating AI models across text, audio, image, video, and sensor data.

Multimodal Data Collection for AI Model Training
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Let's Innovate Together

Innodata helps businesses accelerate the adoption of artificial intelligence and benefit from complex data at scale.
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Years of Experience
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Global Subject Matter Experts
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Languages + Dialects
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of the Magnificent Seven
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From Collection Design to Model-Ready Delivery

Every program is scoped around your model requirements, collection environment, contributor needs, quality thresholds, and delivery format.

Request Custom Data Collection Plan
synthetic data generation

01

Design the dataset

Define modalities, task taxonomy, collection environments, metadata schema, quality thresholds, and delivery format.

02

Provide the right contributors

Utilize SMEs, voice talent, operators, trained data specialists, or domain experts based on language, geography, demographics, expertise, and task requirements.

03

Execute the collection program

Manage studio, remote, lab, onsite, hybrid, and in-the-wild workflows with moderation, support, and protocol adherence.

04

Enrich and validate the data

Add transcripts, labels, timestamps, metadata, QA scores, preference data, evaluation outputs, and validation reports.

05

Deliver training-ready datasets

Provide structured, secure, ingestion-ready data aligned to your model pipeline.

* All sensitive data types — including biometric, facial, and healthcare-adjacent data — are collected through consent-managed, privacy-compliant workflows with GDPR, HIPAA, and client-specific data governance requirements.

Why Innodata for Complex AI Data Collection Programs?

In-House SMEs and Trained Data Specialists
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Vetted, accountable experts across healthcare, finance, legal, scientific, technical, and enterprise domains.

Professional Studios Globally
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Owned and partner capture environments across North America, South America, the Middle East, Europe, and Asia.

Acoustically Treated Booths
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Broadcast-quality isolation for speech, voice, audio, and multimodal recording.

Professional Voice Talent
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Curated global talent pool for multilingual, multi-accent, and expressive voice datasets.

Languages and Dialects
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Language coverage for global AI model training, evaluation, and deployment.

Hours of Studio-Quality Multilingual Audio
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Proven delivery scale for synthetic voice AI, TTS, ASR, and conversational AI programs.

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Innodata (Nasdaq: INOD) is a global data engineering company. We believe that data and Artificial Intelligence (AI) are inextricably linked. Our mission is to enable the responsible advancement of artificial intelligence by providing the data, evaluation frameworks, and human expertise required to build AI systems that can be trusted at scale. We provide a range of transferable solutions, platforms, and services for Generative AI / AI builders and adopters. In every relationship, we honor our 36+ year legacy delivering the highest quality data and outstanding outcomes for our customers.