Pecan vs. Amazon SageMaker | Pecan AI

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Solving ML Complexity, Not Just Automating It

Sagemaker Canvas offers tools for skilled users, assuming they can handle ML complexity. Pecan, built for Data and BI Analysts, delivers an end-to-end experience from model ideation to predictions with no data science background needed.

Framing the Business Question

Predictive use cases aren’t as simple as they sound. Poorly defined use cases can lead to misleading predictions.

Pecan Feature

Provides a simple, conversational interface to help define predictive goals.

Pecan Competitor

Assumes you've already defined the problem clearly.

Picking the Right Data

Selecting the correct data is critical because your predictions rely on it.

Pecan Feature

Uses AI to automatically find the most relevant data.

Pecan Competitor

Assumes you already know what data to use.

Creating the Training Set

A good training set isn't just about putting tables together—it’s easy to get this step wrong.

Pecan Feature

Automatically builds reliable training sets tailored to your business case.

Pecan Competitor

Provides tools to handle data but expects you to know exactly what to do.

Enhancing the training set

Simply using raw data isn't enough. Additional insights significantly improve predictive accuracy.

Pecan Feature

Fully automates this process, improving your model’s accuracy effortlessly.

Pecan Competitor

Gives you manual tools but doesn't automate or guide you through it.

Evaluating Your Model's Performance

Evaluating an ML model goes beyond statistical scores—you need to understand its real-world impact.

Pecan Feature

Provides straightforward guidance and actionable insights based on predictions.

Pecan Competitor

Offers basic evaluation metrics but leaves interpretation up to you.

Pricing

Multiple iterations may be required to reach production quality, making cost efficiency essential.

Pecan Feature

Built for cost-effective experimentation, allowing quicker iterations toward production.

Pecan Competitor

Can become expensive quickly with frequent iterations or large-scale projects.

Training and support

Predictive modeling isn’t just about the tech. There is know how on how to take predictive models and drive actual impact

Pecan Feature

Dedicated success teams, with vast experience and domain expertise.

Pecan Competitor

No dedicated training or support

Bring powerful machine learning to your organization

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Trusted by leading data teams at

"Pecan is truly a complete solution that's designed for analysts - from uploading data to generating predictions to enabling recommendations for actions to business units."

Pnina Klein

VP of Data

Adopting Pecan AI was a strategic decision for The Credit Pros because it is user-friendly, intuitive, and integrates seamlessly into our data analytics workflow. It allows us to go from predictive questions to predictions efficiently.

Michael Mgbame

Data Analyst, The Credit Pros

Use Cases

Customer Churn Campaign ROAS Demand Forecast Upsell and Cross-Sell Lead Scoring

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Platform

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With a deep understanding of security concerns and regulations, Pecan is committed to keeping your information secure, private, and encrypted at all times. We employ active and passive security measures, ranging from rigid internal compartmentalization to advanced endpoint and network-protection mechanisms. Learn more

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