Coefficient vs Arcwise

Coefficient enhances Google Sheets and Excel by integrating AI-powered tools that connect live business data, automate workflows, and simplify reporting. It enables users to pull data from systems like Salesforce, Shopify, Tableau, and Snowflake directly into spreadsheets using simple text commands. This integration supports real-time syncing and two-way data flows, allowing teams to keep reports and dashboards up to date without manual effort.

The tool targets a broad audience including individual users, startups, and enterprise teams focused on revenue operations, sales forecasting, and operational reporting. It offers pre-built templates tailored for sales, marketing, and finance teams to accelerate adoption and improve data visibility across organizations.

Coefficient's AI features include a family of =GPTX() spreadsheet functions that assist with data cleaning, querying, enrichment, and analysis. Users can generate formulas, pivot tables, and charts by typing plain English instructions, reducing the need for complex spreadsheet skills. The AI also analyzes data trends and suggests insightful visualizations automatically.

Technically, Coefficient operates as a sidebar app within Google Sheets and Excel, supporting no-code data imports and scheduled refreshes. It preserves formulas during data updates and can trigger Slack or email alerts when key metrics change, helping teams stay informed in real time.

Security is a priority, with adherence to Google’s protocols and robust safeguards to protect customer data. The platform supports multi-user collaboration with shared connections and licenses, enabling consistent data access across teams.

Overall, Coefficient transforms spreadsheets into dynamic, AI-powered workbenches that combine live data integration, automation, and advanced analytics. It streamlines data workflows, reduces manual tasks, and empowers users to make faster, data-driven decisions.

Arcwise is an AI-powered analyst that integrates directly with Google Sheets, enabling users to perform data analysis and build reports without leaving their spreadsheets. It connects seamlessly to popular data warehouses and business tools like Snowflake, BigQuery, Salesforce, and Hubspot, centralizing data access and ensuring a single source of truth. Users can work with massive datasets, handling millions or even billions of rows, without crashing their sheets. Arcwise automatically generates SQL queries, tables, and reports based on natural language questions, making data exploration accessible to non-technical users.

The platform supports visualization of data responses, helping users quickly identify trends and patterns. It also allows deep dives into data by tracing numbers back to their original sources, correcting errors, and uncovering drivers of change. Arcwise offers scheduling features to automate report updates and send alerts when key metrics fall outside expected ranges, keeping teams informed in real time.

Arcwise’s AI model can be customized: users can bring their own models or have Arcwise fine-tune a large language model based on their data. The system learns from user feedback to improve accuracy and relevance over time. This makes Arcwise suitable for a wide range of professionals, including financial analysts, project managers, and business owners who need fast, reliable insights directly within their spreadsheets.

The tool emphasizes ease of use by embedding AI capabilities into familiar spreadsheet environments, reducing the learning curve and speeding up report generation from hours to minutes. It supports team collaboration by allowing users to share reports and find trusted data sources within their organization. Arcwise is currently available in beta with a focus on helping teams integrate AI into their business processes efficiently.