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What is Drift.ai?

Drift is an AI-powered analytics platform designed to transform traditional Excel spreadsheets into interactive, context-aware financial analysis tools. The platform enables professionals to query complex models, uncover insights, and analyze financial data using natural language prompts. Drift works directly with Excel models, allowing users to explore large multi-tab spreadsheets without manually reviewing each sheet or formula. The system can identify errors, highlight performance drivers, and generate strategic insights from financial models in seconds. Users can enhance spreadsheet analysis by connecting external context such as documents, PDFs, presentations, or market data sources. Drift also supports role-aware insights, meaning that analysts, managers, and executives receive information tailored to their specific decision-making needs. The platform maintains persistent analytical history, allowing teams to revisit conversations, compare data over time, and build institutional knowledge. Drift’s AI can write results directly back into Excel by generating new sheets, formulas, or outputs that integrate with the original model. This ensures that insights remain actionable within the existing workflow where financial teams already operate. The platform also improves collaboration by allowing teams to work from the same contextualized analysis rather than isolated spreadsheet versions. Enterprise security features such as encryption, SOC 2 controls, and strict data isolation ensure sensitive financial information remains protected. By turning spreadsheets into dynamic analysis environments, Drift helps financial professionals make faster, clearer, and more informed decisions. Overall, the platform bridges the gap between raw financial models and strategic insights needed by leadership teams.

What is Columns AI?

Columns enables users to seamlessly connect various data sources, including spreadsheets, Excel files, uploaded CSVs, databases, and multiple services. By leveraging artificial intelligence, it provides smart query suggestions and converts data into compelling visual narratives through its cloud-based platform. This system allows users to work together on visualizations using a range of design tools, voice commands, and shapes, which facilitates the creation of visually appealing stories. In the end, you can disseminate your creations to your audience via several channels, such as the web, email, messaging, or presentations. As a storyteller, you are encouraged to amplify your message by utilizing shapes, colors, annotations, and animations to develop captivating narratives. Furthermore, Columns enhances team communication; by integrating with Slack, it enables quick sharing of your work and immediate feedback with just a click. This efficient approach not only boosts collaboration but also guarantees that your insights effectively reach the desired audience, fostering a stronger connection with them. In doing so, it transforms the way users present their data-driven stories.

Media

Media

Integrations Supported

Microsoft Excel
Amazon Redshift
Google Chrome
Google Cloud BigQuery
Google Sheets
Notion
SQL
Slack
Snowflake

Integrations Supported

Microsoft Excel
Amazon Redshift
Google Chrome
Google Cloud BigQuery
Google Sheets
Notion
SQL
Slack
Snowflake

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$15 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Drift.ai

Company Location

United States

Company Website

www.drift.ai/

Company Facts

Organization Name

Columns AI

Date Founded

2021

Company Location

United States

Company Website

columns.ai/

Categories and Features

Spreadsheet

Analytics
Audit Trail
Calculators
Charting
Multi-User Collaboration
Templates

Categories and Features

Data Visualization

Analytics
Content Management
Dashboard Creation
Filtered Views
OLAP
Relational Display
Simulation Models
Visual Discovery

Spreadsheet

Analytics
Audit Trail
Calculators
Charting
Multi-User Collaboration
Templates

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