Bonnard

Bonnard is an open-source tool designed to help businesses offer accurate and fast AI analytics to their customers. It acts as a data layer that connects to a company's existing data warehouse. This allows businesses to define key metrics and rules in a simple format called YAML. Bonnard then uses these definitions to provide governed AI analytics, ensuring that the information is always correct and up to date.

Benefits

Bonnard helps companies provide reliable AI analytics by enforcing defined metrics and business rules on every query. This means the AI is always grounded in real business data, leading to more accurate insights. It is built to be scalable, handling large amounts of data and queries efficiently. The system also includes built-in features for managing multiple customers and controlling who can access what data, which is crucial for B2B companies. This ensures data security and privacy.

Use Cases

Businesses can use Bonnard to build AI features directly into their products. It can power dashboards that show important business information like order overviews, revenue analytics, product performance, and customer insights. For example, it can help calculate Average Order Value (AOV), track repeat customer rates, analyze Monthly Recurring Revenue (MRR), and predict customer churn. Bonnard also provides pre-aggregated data cubes for common analytical needs and allows access to source data tables.

Vibes

Bonnard is actively being developed, with recent updates focusing on adding new metrics like churn probability and contribution margin, as well as refining existing calculations for accuracy. The goal is to enable businesses to set up a proof of concept within a week, making it a fast solution for enhancing data analytics capabilities.