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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 Coefficient?

Streamline your operations by effortlessly integrating Google Sheets with your business systems. Our innovative solution enables the synchronization, automation, and sharing of live data within Google Sheets, guaranteeing that your reports, dashboards, and insights remain current at all times. With a single click, you can connect Google Sheets to any source system, ensuring your spreadsheet is automatically refreshed with the latest data. You can also monitor your spreadsheets with real-time notifications via Slack and email alerts. Coefficient acts as the vital connector in today’s data landscape. Business users, especially in sales and marketing, often rely on IT departments to access necessary data, which can delay project timelines, result in insufficient datasets, and diminish trust in data accuracy. Coefficient effectively tackles this issue. By utilizing Coefficient, business users can access and analyze critical data in real-time within their chosen spreadsheet environment, giving every team member the ability to take an innovative approach to spreadsheets. This not only unlocks greater data potential but also significantly boosts overall efficiency. Consequently, teams are empowered to make quicker, more informed decisions, fostering improved business results and driving success. Ultimately, this integration not only enhances productivity but also cultivates a culture of data-driven decision-making within organizations.

Media

Media

Integrations Supported

Amazon Redshift
Google Analytics
Google Cloud BigQuery
Google Sheets
HubSpot CRM
HubSpot Customer Platform
Jira
Looker
Microsoft Excel
MySQL
PostgreSQL
QuickBooks Online
SQL Server
Salesforce
Slack
Snowflake
Stripe
Tableau
Zendesk

Integrations Supported

Amazon Redshift
Google Analytics
Google Cloud BigQuery
Google Sheets
HubSpot CRM
HubSpot Customer Platform
Jira
Looker
Microsoft Excel
MySQL
PostgreSQL
QuickBooks Online
SQL Server
Salesforce
Slack
Snowflake
Stripe
Tableau
Zendesk

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$49 per user 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

Coefficient

Date Founded

2017

Company Location

United States

Company Website

coefficient.io

Categories and Features

Spreadsheet

Analytics
Audit Trail
Calculators
Charting
Multi-User Collaboration
Templates

Categories and Features

Dashboard

Annotations
Data Source Integrations
Functions / Calculations
Interactive
KPIs
OLAP
Private Dashboards
Public Dashboards
Scorecards
Themes
Visual Analytics
Widgets

Integration

Dashboard
ETL - Extract / Transform / Load
Metadata Management
Multiple Data Sources
Web Services

Spreadsheet

Analytics
Audit Trail
Calculators
Charting
Multi-User Collaboration
Templates

Workflow Management

Access Controls/Permissions
Approval Process Control
Business Process Automation
Calendar Management
Compliance Tracking
Configurable Workflow
Customizable Dashboard
Document Management
Forms Management
Graphical Workflow Editor
Mobile Access
No-Code
Task Management
Third Party Integrations
Workflow Configuration

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