Enterprise Training Data for Speech & LLMs

AIxBlock provides enterprise training data for speech and large language models, covering speech collection, transcription, dialogue annotation, RLHF-style feedback, and off-the-shelf call center audio datasets. Teams use AIxBlock data to train, fine-tune, and evaluate AI models with production-grade data.

We are not a "label anything" shop. We are an infrastructure partner backed by the European Union.

• Specialization: We focus strictly on speech and dialogue, not image or video annotation.
• Infrastructure: We have spent years building a comprehensive AI development platform with self-hosting support. You can connect your own storage to our platform, ensuring that all data you engage us to collect, label, or validate is delivered directly to your storage with no copies retained on our end. The architecture is dedicated exclusively to you.
• Assets: We maintain a library of hundreds of thousands of hours of Off-The-Shelf (OTS) real-world audio.
• Track Record: We have a 6-year history delivering large-scale projects for Fortune 500 companies and Unicorns like Oracle, AWS, Uber, Uniphore, etc.

Yes. AIxBlock explicitly specializes in providing speech and audio data at an enterprise scale, supporting around 100 languages including rare ones.

• Global Reach: We utilize a global crowd to deliver massive projects fast, covering various languages, accents, and demographics.
• Audio Assets: Beyond fresh collection, we maintain an Off-The-Shelf (OTS) Audio Library containing hundreds of thousands of hours of raw call center audio (featuring accents such as US, India, and Philippines) as well as other languages available for bulk licensing.
• Specific Services: Our speech services include end-to-end collection of voice recordings, transcription, and complex annotation (speaker labels, timestamps, etc.).

Yes. AIxBlock offers specialized Text/Dialogue Data Services designed for Foundation Model labs and internal product teams building copilots. Our capabilities include:

• RLHF Data: We provide RLHF-style preference data (Reinforcement Learning from Human Feedback) to help align models and reduce hallucinations.
• Conversation Annotation, NER: We handle complex schemas, intent labeling, entity extraction, and sentiment analysis.
• Fine-Tuning: These services are specifically aimed at fine-tuning LLMs for specific industries or domains to improve reasoning and instruction following.

Yes, this is a primary differentiator. AIxBlock is specifically designed for regulated sectors like Banking, Healthcare, Government and any other regulated sectors that face strict compliance blocks.

• Data Sovereignty: We offer a Self-Hosted Platform where the client's storage is connected from day one. Data flows directly to the client's environment, meaning AIxBlock never keeps a copy of the proprietary data.
• No Resale Risk: Because we never hold the data, we physically cannot resell it to competitors or reuse it, solving a major trust & governance worry for CISOs.
• EU Backing: The company is supported by European Union innovation funding, adding a layer of institutional legitimacy regarding data handling.

A team should choose AIxBlock when internal efforts fail to meet the scale and diversity required for production-ready models. Specifically:

1. To Avoid Management Overhead: When managing distinct vendors or crowds for 100+ languages becomes a "fire drill" or results in slow turnaround times.
2. For Niche Domains: When generic web data isn't enough and the team struggles to find high-quality speech in niche domains that your in-house team doesn't have skillset in.
3. When you need to engage a large number of contributors across diverse demographics to ensure data diversity at scale.

We do not rely on simple CV screening. We utilize a rigorous, multi-tiered quality infrastructure tailored to each project:

• Consensus Mechanism: Contributors are screened via real tasks. We establish a benchmark through consensus, and every contributor’s output is compared against this benchmark to auto-filter high performers.
• Blind Testing: We randomly assign blind test tasks to active workers to ensure quality is maintained over time, not just during onboarding.
• 3-Tier QC: We apply at least three roles of quality control (QA, QC, and QC2). We promote from within—our best QAs become QCs—ensuring a hierarchy of expertise.
• KYC biometric needed to onboard for some specific projects to verify identity as well as qualification.
• Other tailor-made proprietary technologies implemented per project, as needed.

Translation is not enough. We deploy Local Project Coordinators and Subject Matter Experts (SMEs) to localize every set of guidelines and training materials. All training is conducted in the local language by SMEs or interpreters to ensure the nuance of your instructions is perfectly understood.

We maintain 24/7 availability for both clients and workers.

• For Clients: We are available around the clock to apply feedback or workflow changes immediately.
• For Workers: We provide 24/7 support to answer annotator questions in real-time, preventing the "guessing games" that lead to errors.