Hugo

AI & ML Model Training

Enhance the performance, time to market and reliability of your Generative AI models with the world's most intelligent annotation workforce.

Our Approach

Better data = Better AI Models

If better data = better AI, then the best humans = the best validation. From quality assurance to gap analysis, we've assembled the best talent to help you create AI models that are better in every sense of the word.

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Biologists, Linguists, Mathematicians & more...

Bachelor's degrees, Master's degrees, PHDs– Hugo provides access to a global network of hand-picked experts with specific domain knowledge, linguistics understanding, logical thinking and analytical skills.

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Quality & Responsible Development

Be confident your custom models uphold privacy, fairness, transparency, and ethics. Hugo rapidly pinpoints and resolves weaknesses, providing the industry's fastest evaluations for models you can trust.

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Multilingual & Global Delivery

Support global model accuracy and accessibility with our extensive language and dialect coverage. Our worldwide delivery centers provide diverse, annotated datasets in +60 languages for all your AI/ML needs.

Talk to an Expert
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Hugo ML is without a doubt the most reliable and quality driven vendor I have worked with. They are consistent with their quality and reporting. I know when a job is assigned to them, it will be done on time, with phenomenal quality.

Igor P.
Sr. Manager Data Analytics
Hugo
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What We Do

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Hugo supports a wide range of annotation types, including natural language processing (NLP), computer vision, speech recognition, and multimodal AI systems.

Take Hugo for a spin
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Generative AI

  • General Prompting: Instruction, Few-Shot Learning, Contrastive, Reformulation, Meta-Prompting
  • Iterative Techniques: Iterative Prompting, Query-Based Prompting, Human-in-the-Loop Feedback, Red Teaming
  • Advanced Techniques: Template-Based Prompts, Conditional Prompting
  • Fine-Tuning: Human Evaluation, Error Analysis, Precision Editing, Contrastive Editing, Temperature Tuning
  • Iterative Feedback: Query-Based Refinement, Human-in-the-Loop Reformulation, Active Learning
  • And more...
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Computer Vision

  • Localization Techniques: Bounding Boxes, Polygons, Polylines, 3D Bounding Boxes, Cuboid Annotations, Landmarking, Keypoint Detection
  • Segmentation Techniques: Semantic Segmentation, Instance Segmentation, Panoptic Segmentation
  • Classification & Recognition Techniques: Image Classification, Object Classification, Text Transcription, CBIR, Action Recognition, Event Detection
  • Other Techniques: Attribute Labeling, Depth Annotation, Ego-Motion Annotation, LiDAR Annotation
  • And more...
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Natural Language Processing

  • Text Preprocessing: Tokenization, Stemming, Stop Word Removal, Normalization
  • Lexical & Syntactic Techniques: Part-of-Speech (POS) Tagging, Named Entity Recognition (NER), Parsing
  • Semantic Techniques: Sentence Embeddings, Topic Modeling, Sentiment Analysis, Discourse Analysis
  • Machine Learning Techniques: Machine Translation, Text Summarization, Text Classification, Dialogue Systems, Natural Language Generation
  • Other Techniques: Speech Recognition, Text-to-Speech (TTS), Information Retrieval
  • 98.9%

    Avg. Accuracy Score

  • +1B

    Large Language Model (LLM) prompts answered

  • +1B

    Image & videos annotated

Quality Always + Speed & Scale

Quality can never be overemphasized. From rigorous QA processes to team construction, we ensure that excellence keeps up with speed.

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Data Accuracy

Precision is at our center. Across hundreds of NLP, ML, and deep learning projects, we average a 98.9% accuracy score.

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True Inclusion

Minimize your headline risk. Hugo provides demographic, geographic, and linguistic diversity - promoting fairness and relevance across contexts.

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Nimble Operations

No matter the project, we can get you from zero to production in two weeks, no excuses, no deterioration in output.

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clutch 100 awards

How does it work?

We train & assemble your new team, and complete your pilot in as little as 2 weeks. Once you go live, we continuously work to ensure you hit KPIs.

1. Deep dive into your project goals and guidelines.

We take the time to understand your project's unique needs and goals. Our annotators becomes an extension of your engineering team, supporting your ML/AI initiatives within your strategic direction, timelines and budgets.

2. We develop a customized solution for you.

3. Pilot execution & delivery

4. QA & on-going calibration

5. Full project launch!

We integrate seamlessly with technology built for scale & customer excellence.

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Free - Proof of Concept

We're so confident you'll love working with Hugo, we offer a no commitment proof of concept.

ROI Calculator

To calculate ROI, please fill out the areas outlined in yellow.

Direct & Indirect Costs
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Support Specialist
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Team Lead
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Account Manager
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ROI in working with Hugo:

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FAQs

Featured Interview

Michael Connor on the Impact of Gen AI in Consumer Goods

Discover how Generative AI is reshaping the Consumer Goods industry through personalized marketing and innovative engagement strategies, as explained by industry expert Michael Connor.

Read Interview Here
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