ML Ops

IDELL

TRADE

Operationalize your models faster and continuously monitor them over time, so they maintain their performance and generate maximum long-term value.

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Smooth Handoff from Design to Production

Business value doesn’t compound until your models are in production.

Use Idell Trade’s containerized architecture and code-free model ops to avoid deployment friction and operationalize models so they can make their most valuable predictions. No more getting stuck at the last mile of the race.

True Business Impact, Not Just Accuracy

Accurate models are a prerequisite, not the endgame.

Go beyond traditional accuracy stats to quantify the financial impact of your models with value-sensitive scoring. Demonstrate projected increases in revenue, decreases in costs, and overall impact to your organization’s bottom line.

Show cumulative gains and business impact produced by active models
Analyze scoring times to pick models fast enough for your use case
Compare distribution differences between predictions and actual values

"The goal of the use case was to analyze POS data and detect fraud. We wanted an easy way to load the data from the Server and write calculated identifiers back. The analysis of the data was easy and fast thanks to the very successfully create interface in Idell Trade. Automodell made it quick and easy to extend analyze to other areas of applications. The exellent results speak for themselves, so we have been very satisfied with our cooperation with Idell Trade for a long time. The support is remarkable and leaves nothing to be desired.

Overall, I had a positive experience with Idell Trade. It is a unified platform where I can judge my data overall and we can easily decide where we need improvements and what is working well. Due to its machine learning, I am confident about my decision that keeps my brand standing out in a competitive world. I found features of Idell Trade to be extremely useful from data preparation to data analysis as an experienced user of data mining projects utilizing open programming languages, developing predictive models, and placing them in a visually appealing presentation.

Idell Trade Studio is a awesome visual workflow designer. The way they present visually is so unique. It helps in speeding and automating the creation of visual models. With the help of it we are able to create point + click connection to database enterprises. It helps in creating models in only 5 clicks by automated machine learning due to which we were able to do our work fast.

Idell Trade Studio helps us evaluate and communicate our concepts in a simple and understandable way, and also expedites our data-driven transformations. As an outcome of all this, our information collection, model confirmation, data augmentation, and visualization methods have all changed considerably. This has completely changed the approach we handle our database schemas, how we achieve success and make long-term plans, and how we make decisions. We've deployed Studio throughout our whole business since it's applicable for each and every use case, sparing us a tremendous quantity of effort and resources.

Built-In Drift Prevention

Continual value delivery doesn’t happen on its own, but you shouldn’t have to rely on tech teams to manage your active models.

Ensure sustainable model quality and value by automatically monitoring for drift, model performance degradation and service health. Using Idell Trade, you can identify problematic trends and address them before they start to negatively impact your projects.

“Bias and model misfits are not technical problems but real-world problems, and they create issues that will continue to exist within data science and ultimately impact business and society.”

Insight Delivery, Your Way

Present clear and actionable takeaways to decision-makers within your organization.

Sometimes a model in production is simply serving predictions to decision-makers. Use custom-built dashboards, apps, or your preferred BI platform to deliver insights. Model simulators allow consumers to evaluate predicted results against their expectations.

“Explainable models are much easier to talk about and get buy-in for, because leadership can easily understand what the model is doing and why.”

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Idell Trade is the only data science platform you’ll need. Don’t just take our word for it—request a live demo to see for yourself.