Building the Data Foundry for the AI Era

Building the Data Foundry for the AI Era

Building the Data Foundry for the AI Era

We're building the next-generation data infrastructure layer that automates the sourcing, curation, and optimization of high-value data purpose-built for modern LLM evaluation and training frameworks such as reinforcement learning and experience-based learning.

Our Services

AI Data Solutions That Take Your Business to the Next Level

AI Data Solutions That Take Your Business to the Next Level

Data catalog

  • Reasoning Chain v4

    1.2B Tokens • High Quality

  • Financial Corpus

    FinQA Optimized

  • Python Instruct

    Clean Code Pairs

  • Multilingual Chat

    14 Languages

  • RLHF Preference Set

    Generating...

Data catalog

  • Reasoning Chain v4

    1.2B Tokens • High Quality

  • Financial Corpus

    FinQA Optimized

  • Python Instruct

    Clean Code Pairs

  • Multilingual Chat

    14 Languages

  • RLHF Preference Set

    Generating...

Data catalog

  • Reasoning Chain v4

    1.2B Tokens • High Quality

  • Financial Corpus

    FinQA Optimized

  • Python Instruct

    Clean Code Pairs

  • Multilingual Chat

    14 Languages

  • RLHF Preference Set

    Generating...

Immediate Access

Research-Driven Custom Datasets

Research-Driven Custom Datasets

Research-Driven Custom Datasets

Tailored data solutions architected by frontier researchers. We don't just collect data; we engineer it. Backed by a world-class research team, we synthesize and curate high-fidelity datasets—specializing in Reasoning, domain-specific expertise, Reinforcement Learning, and Multi-Modality —customized to your model’s specific pre-training, post-training, evaluation, and context engineering needs.

Tailored data solutions architected by frontier researchers. We don't just collect data; we engineer it. Backed by a world-class research team, we synthesize and curate high-fidelity datasets—specializing in Reasoning, domain-specific expertise, Reinforcement Learning, and Multi-Modality —customized to your model’s specific pre-training, post-training, evaluation, and context engineering needs.

Tailored data solutions architected by frontier researchers. We don't just collect data; we engineer it. Backed by a world-class research team, we synthesize and curate high-fidelity datasets—specializing in Reasoning, domain-specific expertise, Reinforcement Learning, and Multi-Modality —customized to your model’s specific pre-training, post-training, evaluation, and context engineering needs.

Text

Multi-Modal

Agent

Embodied AI

Immediate Access

Expert-in-the-Loop Annotation

Expert-in-the-Loop Annotation

Expert-in-the-Loop Annotation

Graduate-level domain expertise for complex tasks. When synthetic data isn't enough, we deploy domain-specific experts to label, verify, and rewrite complex data. Seamlessly integrated into our automated pipeline for maximum efficiency and quality.

Graduate-level domain expertise for complex tasks. When synthetic data isn't enough, we deploy domain-specific experts to label, verify, and rewrite complex data. Seamlessly integrated into our automated pipeline for maximum efficiency and quality.

Graduate-level domain expertise for complex tasks. When synthetic data isn't enough, we deploy domain-specific experts to label, verify, and rewrite complex data. Seamlessly integrated into our automated pipeline for maximum efficiency and quality.

+12% vs baseline

Benchmark Scores

Reasoning

Safety

Factuality

Factuality

Immediate Access

Rigorous Evaluation & Benchmarking

Rigorous Evaluation & Benchmarking

Rigorous Evaluation & Benchmarking

Beyond static scores: Deep capability analysis. Validate your model with our premium, hard-to-game benchmarks. We design evaluation methods that dissect specific capabilities, providing granular insights into your model's true performance and safety boundaries.

Beyond static scores: Deep capability analysis. Validate your model with our premium, hard-to-game benchmarks. We design evaluation methods that dissect specific capabilities, providing granular insights into your model's true performance and safety boundaries.

Beyond static scores: Deep capability analysis. Validate your model with our premium, hard-to-game benchmarks. We design evaluation methods that dissect specific capabilities, providing granular insights into your model's true performance and safety boundaries.

Coming Soon

End-to-End Data Infrastructure API

End-to-End Data Infrastructure API

End-to-End Data Infrastructure API

One API. From user requests or prompts to training-ready datasets. Integrate our fully automated pipeline into your training loop. You can create a training-ready dataset with just an idea. Our infrastructure handles intelligent sourcing, dynamic processing, curriculum curation, and signal-based data generation—delivering the right data at the exact moment your model needs it.

One API. From user requests or prompts to training-ready datasets. Integrate our fully automated pipeline into your training loop. You can create a training-ready dataset with just an idea. Our infrastructure handles intelligent sourcing, dynamic processing, curriculum curation, and signal-based data generation—delivering the right data at the exact moment your model needs it.

One API. From user requests or prompts to training-ready datasets. Integrate our fully automated pipeline into your training loop. You can create a training-ready dataset with just an idea. Our infrastructure handles intelligent sourcing, dynamic processing, curriculum curation, and signal-based data generation—delivering the right data at the exact moment your model needs it.

Automated Sourcing

Pipeline APIs

POST /api/v1/datasets/create

Pipeline Progress

Source

Completed in 2.1s

2.1s

Process

Completed in 5.3s

5.3s

Curate

Processing...

3.8s

Generate

Waiting

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In the compute-rich world ahead, data quality will define intelligence

In the compute-rich world ahead, data quality will define intelligence

In the compute-rich world ahead, data quality will define intelligence

AI-powered portfolio template designed to help SaaS founders,creators launch stunning sites effortlessly and fast.

© 2025 Alwork. All rights reserved.

AI-powered portfolio template designed to help SaaS founders,creators launch stunning sites effortlessly and fast.

© 2025 Alwork. All rights reserved.

AI-powered portfolio template designed to help SaaS founders,creators launch stunning sites effortlessly and fast.

© 2025 Alwork. All rights reserved.