Greater outputs with fewer inputs
Jaxon rivals state-of-the-art with just 20 human-labeled examples vs. the 25,000 needed prior.
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F1 ACCURACY
Jaxon came within points of hitting the same F1 accuracy scores as state-of-the-art models.
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LABELED EXAMPLES
Jaxon used 20 human-labeled examples to hit these F1 scores.
Others used 25,000.
UNSUPERVISED DATA AUGMENTATION
Jaxon's UDA capability boosted results by augmenting real data with synthetic data.
Automate AI training
Jaxon is an AI-powered data labeling and training platform with a focus on the difficulties of unstructured text. Jaxon helps data science teams build highly-accurate, fully-trained models with minimal human supervision. Standardize processes for automated data labeling and rapid prototyping, and integrate into existing experiment management infrastructure.
- Accelerate labeling of training data with automation, not outsourcing
- Rapid prototyping of text-based prediction models
- Reuse models, heuristics, and data
- Quickly compare models
Synthetically label your data
Using raw text data, Jaxon generates a meta-learning model that continuously learns new concepts, contexts, and domain-specific terminology. Jaxon’s Studio allows users to curate the model(s), impart constraints and other established knowledge, set up training schedules, and iteratively tune Jaxon’s internal pipelines to improve accuracy.
Optimize your existing manpower
The greatest pain points in optimizing AI efficiency revolve around time spent:
- Solution design - selection of data, features, task, and evaluation metrics
- Labeling and preparing data
- Training models
- Testing and retraining completed models
With Jaxon, you can implement domain-specific models in days vs. months
Increase model accuracy without extensive data prep
Jaxon vastly improves model performance when pre-labeled training data is minimal, filtering based on a confidence/quantity tradeoff to achieve optimal lift over baseline training data.
Learn more about Jaxon
Jaxon serves as a force multiplier for your Data Science teams, helping build more accurate AI dramatically faster at a fraction of the cost
Increases Accuracy
Saves Time
Saves Money
Jaxon is an AI platform that automates the process of creating training data for AI.
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info@jaxon.ai
(617) 506-9410
177 Huntington Avenue
Suite 1703
Boston, Massachusetts
02115
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