Listing Thumbnail

    Jaxon

     Info
    Sold by: Jaxon.AI 
    Jaxon is an AI platform that creates synthetic data, auto-labels raw data, and trains custom models. Jaxon automates bottlenecks around data prep and system design that enable models to go from hypothesis to production-ready in days versus months. Jaxon optimizes resources by automating the most time-intensive AI training processes. This takes the busy work out and allows data scientists to focus on high-value work.

    Overview

    Jaxon is unlocking the power of AI for every corner of the organization. With rapid prototyping as our core focus, users train custom AI models and quickly iterate to find the winners. Using AI itself, Jaxon automates bottlenecks around data prep and model training. With "just enough" human supervision, auto-labeling, and configurable AutoML, models go from hypothesis to production-ready in days vs. months.

    Jaxon is one of the first to offer a 'coding optional' platform that allows analysts and data scientists to collaborate on model training, align requirements, and validate model performance iteratively. Supported by techniques such as weak supervision, transfer learning, and unsupervised data augmentation, Jaxon-trained models are built faster with a higher confidence in the "ground truth". In a recent benchmark, Jaxon-produced models had 33% less error, with over 90% less human time.

    Guided Learning: All human-driven data labeling is driven by a cost-aware algorithm that interactively alternates between each of the below labeling modes, optimizing a balance between gathered information and man-hour cost.

    Weak Supervision: Simple models and rules can be used to provide low(er) confidence labels to large swaths of unlabeled training data. The inherent tradeoff between quality and quantity (of training labels) can be mediated by noise-aware aggregation and training techniques.

    Semi-Supervised Learning: With a small seed of human-provided training labels, semi-supervised techniques actively search out other unlabeled examples that exhibit similar characteristics. Similar to weak supervision, this introduces a lever for strategic tradeoff between label quality and quantity.

    Transfer Learning: Transfer learning has driven much of the modern deep learning renaissance, especially including general-purpose computer vision and NLP. Jaxon extends this notion to fine-tuning models not just for end tasks, but also as domain or organization-specific models that support the subsequent development of suites of highly-customized task-specific models.

    AutoML: The Data-Centric AI paradigm holds that most iterative improvement in an AI modeling project lies with manipulations and improvements to the training data. Jaxon embodies AutoML to quickly frame a strong-enough model that is still lightweight in order to support rapid iteration on the training data.

    Highlights

    • Optimize Human Time: Annotate and curate "just enough" of the right data.
    • Auto-Labeling: Automate as much as possible, with cost-aware algorithms to guide learning.
    • Rapid Prototyping: Experiment with, evaluate, and iterate different combinations of data and models.

    Details

    Sold by

    Categories

    Delivery method

    Delivery option
    64-bit (x86) Amazon Machine Image (AMI)

    Latest version

    Operating system
    Ubuntu 20.04 LTS

    Typical total price

    This estimate is based on use of the seller's recommended configuration (g3.4xlarge) in the US East (N. Virginia) Region. View pricing details

    $6.84/hour

    Pricing

    Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    Usage costs (1)

     Info
    Instance type
    Product cost/hour
    EC2 cost/hour
    Total/hour
    g3.4xlarge
    Recommended
    $5.70
    $1.14
    $6.84

    Additional AWS infrastructure costs

    Type
    Cost
    EBS General Purpose SSD (gp2) volumes
    $0.10/per GB/month of provisioned storage

    Vendor refund policy

    No refunds will be given.

    Legal

    Vendor terms and conditions

    Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .

    Content disclaimer

    Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.

    Usage information

     Info

    Delivery details

    64-bit (x86) Amazon Machine Image (AMI)

    Amazon Machine Image (AMI)

    An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.

    Version release notes

    Data augmentation, Import & continue training deep-learning models, rapidly prototype solutions.

    Additional details

    Usage instructions

    Launch on ec2, follow user guide for details on how to get started.

    Resources

    Vendor resources

    Support

    Vendor support

    Contact our team via email to discuss your project needs at info@jaxon.ai .

    AWS infrastructure support

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.

    Customer reviews

    Ratings and reviews

     Info
    0 ratings
    5 star
    4 star
    3 star
    2 star
    1 star
    0%
    0%
    0%
    0%
    0%
    0 AWS reviews
    |
    12 external reviews
    External reviews are sourced from G2  and are not included in the star rating for this product.
    Abhinav A.

    Produces Quality Models

    Reviewed on Sep 25, 2023
    Review provided by G2
    What do you like best about the product?
    Jaxon.ai utilizes AI to generate data ensuring the quality of the models it produces. Its a platform.
    What do you dislike about the product?
    The customer support response time is slow when addressing queries leading to delays.
    What problems is the product solving and how is that benefiting you?
    This benefits our business as it empowers us to make predictions and data driven decisions boosting profitability.
    Information Technology and Services

    Generates Amazing Synthetic data that beats real data!

    Reviewed on Sep 02, 2023
    Review provided by G2
    What do you like best about the product?
    synthetic data is a very important need while building data science solutions

    Jaxon has a platform of multiple state of the art algorithms (LMs, VAEs, heuristics)

    - simply put your real data, and voila the synthetic data is ready.

    - improves model performance and developer productivity


    Currently looking forward to try out their custom LLM solution.
    What do you dislike about the product?
    - the synthetic data is domain restricted. No speech and image.

    - the metrics to evaluate synthetic data are restricted. Need more qualitative evaluations

    - need better collaboration and data ingestion pipelines.

    - need a better way to interact with the platform via APIs.


    They're going in the right direction, and I think the feedback is addressable in the coming versions
    What problems is the product solving and how is that benefiting you?
    Makign synthetic data for generating out of distribution data

    Synthetic tabular data to improve custom VAE generator (TabularGAN)

    Synthetic data for running test cases in internal Dev environments
    Harman s.

    great helping hand in the era of intelligence ; jaxon.ai

    Reviewed on Sep 01, 2023
    Review provided by G2
    What do you like best about the product?
    Jaxon.ai is good in its efficiency and task automation.it offers good data analytics. jaxon.ai is fit for all businesses and offers a good scalablity. it has good user friendly interface.
    What do you dislike about the product?
    as all the ai. are expensive jaxon.ai is also not out of line. its services are bit expensive. and its advaced features are time consuming. but these shortcomings are weighed out by its good features.
    What problems is the product solving and how is that benefiting you?
    jaxon.ai simplifies data labeling for me as a consultants. it increases the efficiency and reduce errors. it helps me to meet project needs. it offers valuable insight for data labeling.
    Ar. Nilanjan P.

    A state of the Art Artificial Intelligence

    Reviewed on Aug 31, 2023
    Review provided by G2
    What do you like best about the product?
    Being an architect with no formal understanding of how to do coding or any computer lanugage as whole, i felt that i could never end up training my travel demand model for my masters thesis. With the discovery of Jaxon.ai and there being no prerequisite requirement of coding, it had helped me work through my thesis effortlessly.
    What do you dislike about the product?
    The charge of $5/hour has been really hard for me to cope up with. Also i was starting off my journey in the field of ML and AI and for that iniyially just to learn the use of it rather than just watching demos i had to go through a hefty amount.
    What problems is the product solving and how is that benefiting you?
    I have used Jaxon.ai for once and that too for data labeling of the transporation data and that had helped me analyse the traffic performance and get a clear viw of the present context of transport demand.
    Harshit P.

    Efficient and easy to integrate

    Reviewed on Feb 21, 2023
    Review provided by G2
    What do you like best about the product?
    One major step of machine learning implementation is training data, jaxon ai helps a lot in attaining efficiency at this step.
    What do you dislike about the product?
    There was no major drawback that we encountered, if anything it is just the documentation can be elaborated more.
    What problems is the product solving and how is that benefiting you?
    Jaxon ai gave high efficiency while training our data set for a freelancing project in which we had a massive corpus of data from a Wikipedia dump. With use of jaxon.ai we were able to improve efficiency by 12-13%.
    View all reviews