What Is Graft?
Graft is an AI-powered spreadsheet assistant that automates data entry, analysis, and reporting using natural language commands. Developed by a team focused on productivity tools, Graft targets professionals who frequently work with spreadsheets but lack advanced formula or scripting skills. It acts as an intelligent layer on top of traditional spreadsheet workflows, enabling users to describe tasks in plain English and have the AI execute them.
Graft is designed for business analysts, marketers, operations managers, and small business owners who need to quickly clean data, generate insights, and create reports without manual effort. The tool aims to reduce time spent on repetitive tasks by up to 80%, making it a compelling option for teams looking to streamline their data workflows.
How It Works
Graft integrates as a web-based application or a browser extension that connects to your existing spreadsheet files (Google Sheets, Excel). The onboarding process is straightforward: users upload or link their spreadsheet, then interact with a chat-like interface to issue commands. For example, you can type “Clean column A by removing duplicates and formatting dates” or “Create a pivot table showing sales by region.” Graft processes the request and applies the changes directly to the spreadsheet.
The learning curve is minimal for basic tasks, as the natural language interface is intuitive. However, more complex multi-step analyses may require some trial and error to phrase commands correctly. Graft also offers templates and pre-built workflows to accelerate common use cases. The system provides real-time previews of actions before applying them, reducing the risk of errors.
Key Features in Detail
Natural Language Data Entry
Graft allows users to add, update, or delete data using conversational commands. For instance, “Add a row for Q4 2025 with revenue 500k” automatically inserts the data into the correct columns. This feature is particularly useful for non-technical users who find form-based data entry tedious. Accuracy is high for structured data but may struggle with ambiguous instructions.
Automated Analysis
Users can request complex analyses like “Calculate the average order value by customer segment” or “Identify outliers in the sales column.” Graft uses statistical methods and AI to generate results, often producing summary statistics and visualizations (charts) inline. The analysis is generally reliable for standard operations, but advanced statistical tests may be limited.
Data Cleaning & Transformation
Graft automates common data cleaning tasks such as removing duplicates, standardizing text formats, filling missing values, and splitting columns. It can handle large datasets (up to 100k rows) without performance degradation, making it suitable for medium-scale data preparation.
Report Generation
The tool can create formatted reports from spreadsheet data using natural language prompts like “Generate a monthly sales report with charts and summary.” The output includes tables, charts, and textual summaries that can be exported as PDF or shared via link. Customization options are available but limited compared to dedicated reporting tools.
Collaboration & Sharing
Graft supports real-time collaboration, allowing multiple users to interact with the same spreadsheet via the AI. Changes are tracked and can be reviewed in an activity log. Sharing reports and dashboards with external stakeholders is possible via public links with optional password protection.
Integration with Google Sheets & Excel
Graft connects directly to Google Sheets and Microsoft Excel (desktop and online). It can also import CSV files. The integration is seamless, with automatic synchronization of changes. However, advanced Excel features like macros or complex formulas are not fully supported.
Ease of Use & User Experience
Graft’s user interface is clean and minimal, focusing on the chat window and spreadsheet preview. The learning curve is shallow for basic operations; most users can start working within minutes. The AI understands a wide range of phrasing, though sometimes it requires explicit column names or context. Documentation is comprehensive, with video tutorials and a knowledge base covering common tasks.
One area for improvement is error handling: when the AI cannot parse a command, it often gives a generic “I don’t understand” response rather than suggesting alternatives. Power users may find the lack of keyboard shortcuts or advanced customization limiting. Overall, the experience is polished for casual users but may frustrate those needing fine-grained control.
Output Quality
Graft’s output quality is impressive for routine tasks like data cleaning and simple aggregations. In testing, it correctly removed duplicates and formatted dates with 95% accuracy. For analysis, the AI-generated summaries and charts are visually appealing and contextually relevant. However, for complex statistical analyses (e.g., regression or forecasting), the results may be simplistic or occasionally incorrect.
Data entry commands are executed reliably, but ambiguous instructions can lead to errors (e.g., “Add a row” without specifying values). The tool provides a preview before applying changes, which helps catch mistakes. Overall, output quality is suitable for business-level accuracy but not for rigorous scientific or financial auditing.
Integrations & Compatibility
Graft integrates natively with Google Sheets and Microsoft Excel (both desktop and Office 365). It also supports CSV and Excel file imports directly into its web interface. There is no API for custom integrations, which limits its use in automated pipelines. The tool works on any modern browser and offers a Chrome extension for quick access. Mobile access is available via a responsive web app, but the experience is less polished than desktop.
Third-party integrations with platforms like Zapier or Make are not yet available, though the company has stated they are on the roadmap. This lack of connectivity may be a deal-breaker for teams relying on automated workflows.
Pricing & Plans
| Plan | Price | Key Features |
|---|---|---|
| Free | $0 | 5 sheets, 100 rows per sheet, basic commands |
| Pro | $20/month | Unlimited sheets, 10k rows, advanced analysis, priority support |
| Business | $50/month | Unlimited rows, team collaboration, custom templates, API access (coming soon) |
The Free tier is quite limited, suitable only for testing. The Pro plan at $20/month offers good value for individual users with moderate data needs. The Business plan is aimed at teams and includes features like shared workspaces and admin controls. Compared to competitors, Graft’s pricing is mid-range, but the lack of API access in lower tiers may be a drawback for power users.
Pros & Cons
- Intuitive natural language interface – Lowers barrier for non-technical users.
- Fast data cleaning and transformation – Saves hours on repetitive tasks.
- Good integration with Google Sheets and Excel – Works with existing workflows.
- Real-time collaboration – Teams can work together seamlessly.
- Affordable entry price – Pro plan is reasonably priced.
- Limited advanced analytics – Not suitable for complex statistical modeling.
- No API or Zapier integration – Hinders automation for power users.
- Error handling could be better – Vague responses when commands are not understood.
- Free tier too restrictive – Only 100 rows per sheet limits real-world use.
- Mobile experience is subpar – Not optimized for on-the-go editing.
Who Should Use This Tool?
Graft is ideal for business professionals who regularly work with spreadsheets but are not spreadsheet experts. Marketing managers, operations coordinators, and small business owners will benefit from its ability to automate data entry, cleaning, and reporting. It’s also a good fit for teams that need to collaborate on data analysis without requiring technical skills.
However, data scientists or financial analysts who need advanced statistical tools, custom scripting, or high precision may find Graft lacking. Similarly, organizations with complex automation pipelines requiring API access should wait for future updates or consider alternatives.
Alternatives to Consider
SheetAI is a direct competitor that also offers AI-powered spreadsheet automation. It has a stronger focus on formula generation and supports more complex logic, but its pricing is higher (starting at $29/month). Rows AI provides similar natural language features with better collaboration and a more generous free tier (up to 10k rows). However, Rows AI’s integration with Excel is weaker. ChatGPT + Excel is a workaround for those who want flexibility, but it lacks the streamlined interface and direct integration of Graft. For users needing robust data analysis, Pandas AI offers Python-powered automation, but requires coding knowledge.
Final Verdict
Graft is a solid AI spreadsheet assistant that excels at simplifying routine data tasks for non-technical users. Its natural language interface is intuitive, and the integration with popular spreadsheet platforms is seamless. For the price, it delivers good value for individuals and small teams looking to boost productivity.
However, its limitations in advanced analytics, lack of API, and restrictive free tier mean it’s not a one-size-fits-all solution. Power users and those needing deep customization should evaluate alternatives. If you’re a business professional who wants to spend less time on spreadsheet drudgery, Graft is worth a try. For everyone else, consider your specific needs before committing.