Pecan has developed a state-of-the art deep learning platform that identifies and extracts those nuanced hidden patterns in the historical data, transforming them into meaningful data and actionable insights.
Absolutely not! Pecan uses its proprietary AI algorithms to emulate the processes and services performed by experienced data scientists. With Pecan you can construct predictive models from A-Z, without any prior experience.
Pecan can provide predictions for any field and use-case in predictive analytics. For example, churn prediction, lifetime value estimation, fraud detection, and lead scoring.
Absolutely not! Pecan has developed a first of its kind user interface that enables you to ingest your data and construct a model, using a simple drag-n-drop interface alone.
You don’t need to know which data to include. On the contrary, we recommend adding as much as you can. Pecan uses advanced methods and AI algorithms to determine the relevancy of the data.
Usually, it takes no longer than a few hours, and that’s for a novice user!
We rely on stringent backtesting that prevents overfitting and increase generalization.
We merge data from various sources, such as DBs, ERP, CRM, Excel sheets and BI software products.
Pecan connects to the following databases: SQL server, Oracle, MySQL, PostgreSQL, Teradata, Redshift, and BigQuery.
We need to analyze at least 3,000 unique entries to ensure accurate predictions.
Deep learning (neural networks) is the only AI algorithm used by universal Turing machines. It can approximate any mathematical function, so if there is a regularity in the data, even the most complex and delicate one, the network will eventually identify it.
Pecan uses a unique and proprietary mixture of the most advanced deep-learning techniques.
Our Ph.D. scientists in Pecan have developed a unique algorithm that specializes in AI counterfactual (causal) reasoning. [This option will be available soon].
This depends if you use Pecan as SaaS or keep everything locally.
Connect your database to Pecan’s platform (via an SSH tunnel), and start creating deep learning models.
Self-hosted solution (on your virtual private cloud; VPC)
Let Pecan’s SaaS platform run on your private cloud and never let your data leave your domain.
In both the SaaS and self-hosted installations and deployment, you do not need to write any code or make any infrastructure or database changes.
In low-latency high-performance (“online”) predictions, we recommend that your DB/IT engineers replicate your AI-relevant tables.
In Pecan SaaS, your data is stored on Pecan’s AWS infrastructure.
In a self-hosted VPC installation, your data never leaves your own environment.