Now with ML Model Training & Registry

Intelligence
for Your Data

Query, analyze, build pipelines, and train ML models — all in one unified workspace. Powered by DuckDB for sub-second analytics on any dataset.

<1s
Query Time
6
Core Features
Scale
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Everything you need

One Platform. Infinite Possibilities.

From raw data to deployed ML models — Prism handles the entire analytics lifecycle without context switching.

SQL Query Engine

Sub-second analytics on CSV, Parquet, and S3 files via DuckDB. Read-only guard ensures data safety.

Natural Language Query

Type questions in plain English. Azure OpenAI translates to SQL with semantic caching, template matching, and similarity search.

AI-Powered Columns

Describe a new column in plain English — Prism generates the SQL expression, validates it, and adds it to your dataset instantly.

Visual Pipeline Builder

Build no-code data pipelines with SQL transforms. Add parameters, assertions, and quality checks step by step.

Power Pipeline Auto-Gen

Describe your goal in natural language — AI generates a complete multi-step pipeline with joins, filters, and aggregations.

Pipeline Assertions

Add not-null, value-in-set, row-count, and drop-percentage assertions to every step. Quality reports show exactly what passed and failed.

Prebuilt Pipelines

Kickstart with ready-made templates: deduplication, enrichment, fraud detection, cohort analysis. Customize and save your own.

Parameterized Pipelines

Turn any pipeline into a reusable template with typed parameters. Share across workspaces and run with different inputs.

ML Model Studio

Train Random Forest, XGBoost, and regression models without writing code. Full registry + batch predictions via API.

Python Notebook

Interactive Python sandbox with injected query() and get_pandas() helpers. Full polars + pandas + sklearn support.

Multi-Workspace

Upload CSV/Parquet, connect S3 directly, or use chunked parallel uploads. Auto Parquet conversion for blazing speed.

Read-only safety guardsAuto chart detectionAI pipeline generationStep-level assertionsOpen API + export
Product Preview

Built for Speed. Designed for Clarity.

From natural language queries to AI-generated pipelines and deployed ML models — all in one clean interface.

Default1M
synthetic_fraud_data7.5M
Walmart_train421.6K
ny_taxi_data18.5M
prism.app/workspace/default
Ask AI
Pipeline Builder
ML Models
NL → SQL

Type in plain English. AI writes the SQL with caching.

From Data to Decision in Minutes

No complex setup. No context switching. Just connect, explore, and deploy.

01

Connect Your Data

Upload CSV or Parquet files, connect directly to S3, or stream from cloud storage. Auto Parquet conversion for blazing-fast queries.

02

Explore & Transform

Write SQL, ask in plain English, or build visual pipelines. Auto-complete, schema viewer, and intelligent chart detection included.

03

Deploy & Predict

Train ML models in one click, register them, and run batch predictions via API. Export results to CSV or Parquet instantly.

Modern Stack

Built on Proven Technology

No black boxes. Prism is assembled from the best open-source tools in data and AI.

DuckDB
FastAPI
Next.js 15
React 19
TypeScript
Tailwind CSS
Python
scikit-learn
XGBoost
Polars
Azure OpenAI
ChromaDB

Ready to Transform Your Data Workflow?

Join teams that have replaced their fragmented data stack with one unified platform. Get early access or schedule a demo.

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