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VectorSift
Introducing VectorSift BI Studio

Autonomous data prep.
Zero boilerplate.

VectorSift is the open-source business intelligence studio. Ingest datasets, edit queries visually, build reporting pipelines, and map data strategies—all powered by local client execution.

vectorsift-bi-suite-tour.mp4

Watch BI Studio in action

See query execution, visual pipelines, and PDF slide builder (2:15)

A unified environment for data operations.

Explore the specialized modules built to ingest records, construct dataflows, publish executive summaries, and strategy roadmaps.

Query Console
database: production_sales
1SQL
Query completed successfully in 0.08msRow Count: 3

Sleek, integrated pipeline architecture

Review how data operations pass from source files through AI modeling agents straight to published endpoints.

Spreadsheets

Excel & CSV Uploads

SQL Database

Postgres Connector

REST Services

JSON Endpoint

BI Studio Engine

Gemini-3.7 Core

Auto Clean Agent

0ms Local Compiler

Pandas Script

Python target code

SQL CTE & dbt

Structured models

Executive Report

Verified PDF target

A Complete Data Operations Stack

Review all advanced utilities included in the platform to clean columns, edit queries, and publish executive PDFs.

Voice Dictation

Control query filters hands-free. Dictate spreadsheet adjustments directly inside the browser using Web Speech APIs.

Automated Noise Logic

Drop statistical outliers (Z-score > 3), clear duplicate records, and map data column schemas dynamically.

X
Outliers Dropped

Postgres & SQL CTEs

Retrieve data transformations as clean SQL Common Table Expressions (CTEs), structured and ready for your dbt models.

WITH clean_tbl AS (
SELECT * FROM raw WHERE amount > 0
) SELECT COUNT(*) FROM clean_tbl;

Calculated Distributions

View frequency distributions, data splits, and average indicators right inside the studio console viewport.

Dual Theme Sync

VectorSift fits dark and light system themes seamlessly, adjusting UI contrast colors to reduce eye strain.

LIGHT
DARK

Rate-Limited Integrity

Secure local client resources. Production queries secure token allocations and Gemini API query limits.

Connections secure
Max 15 req/min

Ingest in seconds. Scale your pipelines.

Publish structured spreadsheet templates, compile visual pipelines, and publish executive summary reports automatically.