We've supported trees up to the size of Google Product and have no issue reaching high accuracy with fine-tuned models.
Generally our customers are looking to plug Pumice.ai into an existing business workflow to automate a large piece of the equation. This means customers usually have upstream and downstream processes that they use to provide data, alert employees, store data, or other PIM software tasks.
We build our custom integrations directly into your dashboard are a part of the enterprise package. Any service you have that uses an API for either input or output can be used as a custom integration.
It's all hands off! Our NLP model specialists handle the finetuning for all of our offered endpoints. We handle creating the datasets, managing evaluation, and generating the models for your specific account.
Yes! Both our dynamic and non-dynamic endpoints can be used for data matching. Fine-tune these to help the models learn a deeper understanding of how to compare product data to other records.
Out of the box we support CSV and JSON api call. Please use our custom integrations for other ingestion methods.
Each credit supports one "operation" between Ai models and the provided data. Please review the tokens breakdown page to understand token usage! There are a default number of credits provided to you each month. You can purchase additional credits in the purchase page.
Pumice.ai is a product built by the NLP + CV development company Width.ai. We offer custom development for this product either on top of the existing stack or a custom solution combining multiple ML models.