What data sources does FindAnomaly support?

It supports Excel (.xlsx) and CSV files, as well as direct connections to Google BigQuery, Snowflake, PostgreSQL, and Google Analytics 4 (GA4).

Is my data used to train AI models?

No. FindAnomaly uses enterprise-grade API agreements that contractually prohibit the use of customer data for model training. Only metadata and small samples are sent for query generation.

Can I see the code the AI generates?

Yes, every chart and insight comes with a transparent view of the underlying SQL or Python code, allowing you to verify and audit the logic.

Does it support team collaboration?

Yes, it supports multi-user collaboration with role-based access control, allowing teams to share projects and dashboards securely.

Does FindAnomaly offer an API for developers?

Currently, FindAnomaly does not provide a public API; it is designed as a standalone web platform for data teams and business users.

How does it handle data security?

Data is encrypted at rest using AES-256. Queries are executed locally within an isolated storage environment, and the system uses a read-only engine to protect your source data.

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Data analysis

Freemium

FindAnomaly

AI data analyst that transforms datasets into interactive dashboards. Connect Excel, SQL, or BigQuery to generate insights and verifiable code from natural language prompts.

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Rating

Reviews

Upvotes

4 months ago

Listed

Data analysis

Business Intelligence

SQL Generator

Dashboard

Data Visualization

Spreadsheet Assistant

Anomaly Detection

Predictive Analytics

BigQuery

Data Cleaning

Tool information

Provider

Mindlake Ltd

Platforms

Web

Windows

macOS

Languages

English

Added to directory

4 months ago

Last updated

about 2 months ago

Rating

Not available

Pricing

Freemium

About FindAnomaly

What the tool does and who it's for

FindAnomaly is an AI-powered data analytics platform that acts as a collaborative analyst, transforming large datasets into interactive, shareable dashboards. Users can upload spreadsheets like Excel and CSV or connect directly to data warehouses such as Google BigQuery and Snowflake. By simply describing analytical goals in natural language, the tool automatically generates the necessary SQL, Python, or visualization scripts. It features a transparent 'Human-in-the-Loop' approach where the underlying code for every insight is visible and verifiable. Beyond visualization, it handles data cleaning, anomaly detection, and KPI calculation, ensuring enterprise-grade security with local query execution and SOC2-compliant standards.

Key capabilities

Natural Language to SQL/Python: Convert plain English questions into complex data queries automatically.

Live Data Warehouse Connectors: Direct integrations with BigQuery, Snowflake, PostgreSQL, and Google Analytics 4.

Interactive Dashboards: Instantly build and share visual reports that update with live data.

Automated Data Cleaning: Detects inconsistencies, removes duplicates, and normalizes text or date fields.

Code Transparency: View and edit the generated code (SQL/Python) behind every chart for full verification.

Local Query Execution: Processes data within an isolated environment using a read-only analytical engine for security.

Intelligent Anomaly Detection: Automatically scans datasets to identify spikes, dips, and pattern deviations.

Human-in-the-Loop Verification: Combines AI automation with analyst review to ensure high trust in results.

Pricing

Freemium — plans below

Free

25 credits per month
~25 queries or 5 dashboard builds
All data sources supported
Email support

Pro

Custom

Contact sales

Custom credit allocation
SSO/SAML integration
Large dataset optimization
Dedicated account manager

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