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Description

Formal serves as a reverse proxy that is aware of protocols, enhancing security measures for databases, APIs, infrastructure, and AI tools by implementing least privilege principles at the wire-protocol layer. This tool is deployed as a singular stateless binary within a Virtual Private Cloud (VPC) using platforms like Terraform, Kubernetes, or Docker, effectively positioning itself between users and resources without necessitating alterations to applications, SDKs, or agents. Formal supports the analysis of over 15 distinct protocols, such as PostgreSQL, MySQL, MongoDB, Snowflake, SSH, Kubernetes, HTTP, MCP, S3, Redis, RDP, BigQuery, ClickHouse, and DynamoDB, which empowers it to make decisions based on specific queries rather than relying solely on broad network filtering. Furthermore, its policies can oversee user authentication and authorization, mask or filter data fields, modify requests, prohibit certain actions, mandate multi-factor authentication, isolate sessions, revoke access, or enable impersonation throughout the stages of session, request, and response. Additionally, teams have the capability to protect AI agents and MCP servers by eliminating personally identifiable information before it is processed by a model, preventing unauthorized calls to tools, and meticulously auditing each action taken. This comprehensive approach not only enhances security but also ensures compliance with data protection regulations.

Description

Mitzu is an agentic analytics platform that gives every team an AI analyst on top of their data warehouse. Ask any business question in plain language — Mitzu autonomously generates and runs the query on your live Snowflake, BigQuery, Redshift, or Databricks data, then returns an explainable answer with the underlying SQL visible. No data is ever duplicated. Beyond ad-hoc questions, Mitzu runs deep multi-angle analysis and proactively monitors KPIs with email and Slack alerts. Built for product, marketing, growth, and data teams. BYOC and self-hosting available for enterprises with strict compliance needs.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

ClickHouse Yes 
Google Cloud BigQuery Yes 
PostgreSQL Yes 
Snowflake Yes 
Amazon Athena No 
Amazon DynamoDB Yes 
Amazon Redshift No 
Amazon S3 Yes 
Datadog Yes 
Kubernetes Yes 
Model Context Protocol (MCP) Yes 
MongoDB Yes 
Pulumi Yes 
Redis Yes 
RudderStack No 
Segment No 
Snowplow Analytics No 
Splunk Cloud Platform Yes 
Terraform Yes 
Trino No 

Integrations

ClickHouse Yes 
Google Cloud BigQuery Yes 
PostgreSQL Yes 
Snowflake Yes 
Amazon Athena Yes 
Amazon DynamoDB No 
Amazon Redshift Yes 
Amazon S3 No 
Datadog No 
Kubernetes No 
Model Context Protocol (MCP) No 
MongoDB No 
Pulumi No 
Redis No 
RudderStack Yes 
Segment Yes 
Snowplow Analytics Yes 
Splunk Cloud Platform No 
Terraform No 
Trino Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$35 per month
Editor-based
Free Trial Yes 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) Yes 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Formal

Country

United States

Website

formal.ai/

Vendor Details

Company Name

Mitzu.io

Founded

2022

Country

United States

Website

mitzu.io

Product Features

Data Security

Alerts / Notifications No 
Antivirus/Malware Detection No 
At-Risk Analysis No 
Audits No 
Data Center Security No 
Data Classification No 
Data Discovery No 
Data Loss Prevention No 
Data Masking No 
Data-Centric Security No 
Database Security No 
Encryption No 
Identity / Access Management No 
Logging / Reporting No 
Mobile Data Security No 
Monitor Abnormalities No 
Policy Management No 
Secure Data Transport No 
Sensitive Data Compliance No 

Product Features

Product Analytics

Attribution Yes 
Automatic Data Capture Yes 
Churn Reporting Yes 
Customer Feedback Collection No 
Customer Guidance No 
Customer Journey Analytics Yes 
Data Export Yes 
Data History Retention No 
Data Labeling Yes 
Product Engagement Scoring No 
Real-Time Data Analysis Yes 
Touchpoint Analytics No 
User Segmentation Yes 

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