Lightdash
The open-source BI platform that turns your dbt project into a governed, version-controlled analytics engine.
Transform spreadsheets into powerful AI-driven searchable databases and interactive dashboards.
Polymer is a sophisticated AI-powered data engine designed to bridge the gap between static spreadsheets and professional-grade business intelligence tools. By 2026, Polymer has solidified its position in the market as the primary 'No-Code Data App' builder. It leverages advanced LLMs and proprietary machine learning algorithms to ingest CSV, Excel, and Airtable files, automatically identifying data types, relationships, and latent patterns. Unlike traditional BI tools that require manual schema definition, Polymer's technical architecture utilizes semantic analysis to auto-generate visualizations and searchable interfaces. This allows non-technical stakeholders to perform complex data queries using natural language. The platform's 2026 roadmap focuses on predictive analytics and automated storytelling, where the AI doesn't just display data but provides a narrative context for anomalies and trends. It is positioned as an essential middleware for organizations that have outgrown Excel but are not yet ready for the overhead of Tableau or PowerBI, offering a zero-learning-curve entry into data science.
Uses regression analysis and clustering to automatically find and display correlations in data without user input.
The open-source BI platform that turns your dbt project into a governed, version-controlled analytics engine.
Transform raw data into real-time metrics with a powerful semantic layer and automated BI dashboards.
The AI-powered data scientist that automates complex analysis, visualization, and predictive modeling through sandboxed code execution.
The world's most adaptable EPM platform for autonomous financial and operational planning.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
A transformer-based NLQ engine that converts English queries into structured SQL-like filters.
Server-side rendering of interactive data views that can be injected into any iFrame.
Heuristic and ML algorithms detect outliers, fix date formats, and suggest merges for duplicate entries.
Automatically detects potential joins between separate uploaded datasets based on column similarity.
LLM-powered text classification to categorize unstructured text rows into searchable facets.
Bi-directional sync with Google Sheets and Airtable ensuring the AI dashboard is never stale.
Managing thousands of SKUs and analyzing which categories perform best across different regions.
Registry Updated:2/7/2026
Consolidating ad spend from multiple platforms into a single view for ROI analysis.
Manually reading through thousands of Zendesk tickets to find common complaints.