Activepieces vs Evolution AI

What is Activepieces?

Activepieces is an AI DevTools platform that enables teams to integrate AI into their workflows. Its main job is to provide automation solutions that enhance productivity across various tasks.

Who is Activepieces for?

Activepieces is designed for teams in various sectors, including sales, support, marketing, finance, people, and IT. It caters to users looking to automate processes and integrate AI into their daily operations.

What can I do with Activepieces?

With Activepieces, you can execute unlimited automation flows, create and manage AI agents for autonomous task performance, and utilize community support for collaboration. Additionally, you can implement custom role-based access controls and track activities with audit logs.

How much does Activepieces cost?

Activepieces operates on a freemium pricing model, offering a Standard tier with 10 free active flows and an Ultimate tier with customizable features. For more details, visit their site for specific pricing information.

How is Activepieces different from alternatives?

Activepieces stands out in the AI DevTools category by providing a fully managed cloud solution that requires no maintenance from users. This allows organizations to quickly implement automation without the burden of infrastructure management.

What is Transcribe AI?

Transcribe AI uses generative AI to extract data from PDFs and scans. It works on all documents other than financial statements (you'll want our Financial Statements AI product for that). Our AI model is pre-trained on more than 25 million documents and can learn to read new documents without substantial additional training. Artificial intelligence means our products are self-learning; no explicit configuration is required to learn how to extract information from a new document. Just point and click—our products learn by themselves!

What is zero-shot learning?

Our revolutionary ‘zero-shot’ algorithm enables users to extract data without lengthy training and configuration. The algorithm marks a significant breakthrough for IDP technology, which has historically required many document training examples to extract data from a new document type. Zero-shot algorithms can transfer understanding from previously-seen training examples to completely new tasks. The algorithms can take on new tasks without additional training data, ensuring the model can quickly adapt to processing your company’s documents.

How does the AI improve over time?

Zero-shot learning is powerful but not infallible. To ensure optimal performance, our AI also learns over time. The AI model improves its understanding whenever a user corrects an error, and will never repeat it. The software performs self-learning automatically. Unlike competing IDP systems, there is no need for a cumbersome ‘training’ stage. Testing of our self-learning technology shows that after processing just 25 documents the self-learning model quickly improves accuracy to over 90%, reaching 98% once the system has seen 200 documents (Figure 1). During the first few days of production usage, accuracy will quickly reach 98-99%. Any remaining errors can be corrected by human annotators and accuracy will continue to improve over time.

What are the configuration options?

Train the model yourself - no need to get your IT team involved! Our easy-to-use user interface allows you to quickly train the model to your company’s requirements, with our excellent customer service available as needed. Evolution AI can apply several data post-processing rules to improve and enrich data quality, such as standardised date formats and calculating inferred fields. If you need something unique, just tell us. We do everything to ensure you have your data, your way.

What integration options are available?

Data needs to be accessible to the right systems to create value. Many companies are concerned about implementing AI technology - but we offer several accessible options for integration. For example, flexible integration via our REST API makes it easy to upload documents and send the output to downstream systems. Alternatively, you can integrate by file transfer using SFTP. Unsure about which integration method would work best with your pre-existing company architecture? Get in touch with us at hello@evolution.ai.