Collection
AI Productivity Tools
2026.09.20
AI Data Tools That Transform Spreadsheet Numbers into Questions and Charts
Comparing Real Services from Formula Creation to Dashboards and Predictions
Just because there are a lot of numbers in a spreadsheet doesn't mean it's data that can be analyzed directly. If column names and units are mixed, and if there are missing values and duplicate rows, the charts and explanations created by AI will follow faulty assumptions. Natural language queries, formula generation, dashboards, and predictive models are convenient, but they must be able to reproduce the results based on the data and aggregation methods.
This list is categorized into eight real services: file interactive analysis, AI spreadsheets, Excel assistants, BI agents, no-code predictions, and dashboards. It also includes conditions to verify before trusting the numbers, such as formula reference range, metric definitions, data refresh timing, sample bias, and privacy and sharing permissions. It is designed to help not only data analysis professionals but also practitioners creating repetitive reports to safely take their first steps.
This list is categorized into eight real services: file interactive analysis, AI spreadsheets, Excel assistants, BI agents, no-code predictions, and dashboards. It also includes conditions to verify before trusting the numbers, such as formula reference range, metric definitions, data refresh timing, sample bias, and privacy and sharing permissions. It is designed to help not only data analysis professionals but also practitioners creating repetitive reports to safely take their first steps.
Julius AI
An AI data analysis service that connects spreadsheets and data files, allowing users to ask questions in natural language and interactively create analysis, visualization, and calculation results.
First, confirm that the row counts, missing values, and units are correct, and reproduce key calculations using formulas or code. Files with personal data must be anonymized and adhere to the organization's external upload policies. Before implementation, checking the official guidance up to the 'sensitive information and reproducibility of calculations' section can reduce choices that may not fit the team environment.
First, confirm that the row counts, missing values, and units are correct, and reproduce key calculations using formulas or code. Files with personal data must be anonymized and adhere to the organization's external upload policies. Before implementation, checking the official guidance up to the 'sensitive information and reproducibility of calculations' section can reduce choices that may not fit the team environment.
브랜드·제공사 Julius
제품·서비스 분류 AI 데이터 분석
추천 용도 파일을 올리고 자연어로 분석·시각화
핵심 기능 데이터 질의·차트·분석·코드
도입 전 확인 민감정보와 계산식 재현성
Rows AI
A service that combines AI features and external data integration within spreadsheets, allowing for the structuring of classification, extraction, summarization, and repetitive reporting flows within a table.
Before applying AI columns to the entire dataset, test the result formats and costs with a few rows. External sources should display refresh timings and distinguish failed cells to prevent reporting errors. Confirming the 'credits and external data refresh' section in the official guidance before implementation can help minimize unsuitable choices for your team environment.
Before applying AI columns to the entire dataset, test the result formats and costs with a few rows. External sources should display refresh timings and distinguish failed cells to prevent reporting errors. Confirming the 'credits and external data refresh' section in the official guidance before implementation can help minimize unsuitable choices for your team environment.
브랜드·제공사 Rows
제품·서비스 분류 AI 스프레드시트
추천 용도 표 안에서 AI와 데이터 연동을 함께 사용하는 업무
핵심 기능 AI 셀·데이터 연동·분석·리포트
도입 전 확인 크레딧과 외부 데이터 새로고침
Microsoft Copilot in Excel
A Microsoft 365 Copilot feature that assists with natural language queries about Excel tables and data, supporting formula, analysis, and visualization tasks.
Organizing data into formal tables and clearly defining column names and units are necessary for easier result interpretation. After checking the reference ranges and filter states of suggested formulas, apply them on a copy that preserves the original. Reviewing the 'supported licenses and data formats' section in the official guidance prior to implementation can help reduce unsuitable choices for your team environment.
Organizing data into formal tables and clearly defining column names and units are necessary for easier result interpretation. After checking the reference ranges and filter states of suggested formulas, apply them on a copy that preserves the original. Reviewing the 'supported licenses and data formats' section in the official guidance prior to implementation can help reduce unsuitable choices for your team environment.
브랜드·제공사 Microsoft
제품·서비스 분류 Excel AI 도우미
추천 용도 기존 Excel 표에서 수식·분석·차트 보조
핵심 기능 자연어 분석·수식·차트·인사이트
도입 전 확인 지원 라이선스와 데이터 형식
Tableau Agent
An AI analysis feature that supports data exploration, calculations, visualization creation, and repetitive analysis tasks using natural language within Tableau's analytical flow.
Well-defined data sources and field descriptions are needed first. Even if the results seem plausible, confirm filters, aggregation methods, and date ranges, applying existing governance for publishing permissions. Checking the 'data models and permission inheritance' section in the official guidance before implementation can help minimize unsuitable choices for your team environment.
Well-defined data sources and field descriptions are needed first. Even if the results seem plausible, confirm filters, aggregation methods, and date ranges, applying existing governance for publishing permissions. Checking the 'data models and permission inheritance' section in the official guidance before implementation can help minimize unsuitable choices for your team environment.
브랜드·제공사 Salesforce
제품·서비스 분류 BI AI 분석
추천 용도 Tableau에서 데이터 탐색과 시각화 제작 보조
핵심 기능 자연어 탐색·계산·시각화 지원
도입 전 확인 데이터 모델과 권한 상속
ThoughtSpot Spotter
An analysis agent created by ThoughtSpot that allows users to ask questions in natural language about corporate data, exploring visualizations and insights and continuing with follow-up questions.
Fix definitions for different metrics, such as sales or active users, in the data model for each organization. Analysis personnel should confirm the source tables and aggregation criteria before using them for management reporting. Reviewing the 'metric definitions and data access permissions' section in the official guidance prior to implementation can help reduce unsuitable choices for your team environment.
Fix definitions for different metrics, such as sales or active users, in the data model for each organization. Analysis personnel should confirm the source tables and aggregation criteria before using them for management reporting. Reviewing the 'metric definitions and data access permissions' section in the official guidance prior to implementation can help reduce unsuitable choices for your team environment.
브랜드·제공사 ThoughtSpot
제품·서비스 분류 대화형 분석 에이전트
추천 용도 비즈니스 지표를 자연어로 묻고 후속 분석
핵심 기능 자연어 질의·인사이트·대화형 분석
도입 전 확인 지표 정의와 데이터 접근 권한
Akkio
An AI data platform that helps configure data preparation and predictive models, interactive analysis, and repetitive reporting flows without extensive coding.
Review whether past data represents future conditions and separate training and validation data. Instead of just focusing on a single accuracy number, decisions on usage should be based on the costs incurred by false positives and missed opportunities. Confirming the 'sample bias and predictive performance assessment' section in the official guidance before implementation can help reduce unsuitable choices for your team environment.
Review whether past data represents future conditions and separate training and validation data. Instead of just focusing on a single accuracy number, decisions on usage should be based on the costs incurred by false positives and missed opportunities. Confirming the 'sample bias and predictive performance assessment' section in the official guidance before implementation can help reduce unsuitable choices for your team environment.
브랜드·제공사 Akkio
제품·서비스 분류 노코드 AI 분석
추천 용도 마케팅·운영 데이터의 예측과 보고
핵심 기능 데이터 준비·예측·대화형 리포트
도입 전 확인 표본 편향과 예측 성능 평가
Formula Bot
An AI spreadsheet tool that creates Excel and Google Sheets formulas from natural language descriptions or explains existing formulas while supporting data analysis tasks.
Execute the generated formulas first on sample rows and check if absolute and relative references align with intent. You should also validate function separators according to regional settings and differences in supported functions in the actual files. Reviewing the 'formula compatibility and reference range' section in the official guidance prior to implementation can help reduce unsuitable choices for your team environment.
Execute the generated formulas first on sample rows and check if absolute and relative references align with intent. You should also validate function separators according to regional settings and differences in supported functions in the actual files. Reviewing the 'formula compatibility and reference range' section in the official guidance prior to implementation can help reduce unsuitable choices for your team environment.
브랜드·제공사 Formula Bot
제품·서비스 분류 스프레드시트 AI
추천 용도 자연어를 수식과 데이터 작업으로 변환
핵심 기능 수식 생성·설명·데이터 분석
도입 전 확인 수식 호환성과 참조 범위
Polymer
A business intelligence service that connects spreadsheets and various data sources to create charts and dashboards, supporting data exploration with AI.
Check whether any personal identifiable information is included in external public links. Display the last refresh timings and filter conditions for each metric on the screen to avoid misinterpretation of number ranges. Ensuring the 'sharing permissions and data refresh cycles' section is reviewed in the official guidance prior to implementation can help reduce unsuitable choices for your team environment.
Check whether any personal identifiable information is included in external public links. Display the last refresh timings and filter conditions for each metric on the screen to avoid misinterpretation of number ranges. Ensuring the 'sharing permissions and data refresh cycles' section is reviewed in the official guidance prior to implementation can help reduce unsuitable choices for your team environment.
브랜드·제공사 Polymer
제품·서비스 분류 AI 대시보드
추천 용도 스프레드시트 데이터를 시각적 대시보드로 구성
핵심 기능 데이터 연결·차트·대시보드·AI 분석
도입 전 확인 공유 권한과 데이터 갱신 주기
To quickly create charts with questions in a file, you might want to look at Julius AI, while for AI cell and external integrations, Rows could be a good fit. Excel users can opt for Microsoft Copilot, and organizational BI can explore Tableau Agent and ThoughtSpot Spotter later on. Akkio focuses on no-code predictions, Formula Bot supports formula creation, and Polymer is centered around creating shareable dashboards.
Before implementation, it's wise to test with a small dataset where you already know the errors. First, check the row counts, missing values, units, and duplicates, and validate that the generated formulas and aggregations yield the same results through separate calculations. Dashboards should display filters and refresh timing, and predicted values must also assess the cost of false positives and missed opportunities. Anonymizing sensitive originals and granting access permissions only to those who need it is a good starting point.
Before implementation, it's wise to test with a small dataset where you already know the errors. First, check the row counts, missing values, units, and duplicates, and validate that the generated formulas and aggregations yield the same results through separate calculations. Dashboards should display filters and refresh timing, and predicted values must also assess the cost of false positives and missed opportunities. Anonymizing sensitive originals and granting access permissions only to those who need it is a good starting point.
한눈에 보기
8개
Julius AI
Julius · AI 데이터 분석 · 파일을 올리고 자연어로 분석·시각화 · 데이터 질의·차트·분석·코드 · 민감정보와 계산식 재현성
Rows AI
Rows · AI 스프레드시트 · 표 안에서 AI와 데이터 연동을 함께 사용하는 업무 · AI 셀·데이터 연동·분석·리포트 · 크레딧과 외부 데이터 새로고침
Microsoft Copilot in Excel
Microsoft · Excel AI 도우미 · 기존 Excel 표에서 수식·분석·차트 보조 · 자연어 분석·수식·차트·인사이트 · 지원 라이선스와 데이터 형식
Tableau Agent
Salesforce · BI AI 분석 · Tableau에서 데이터 탐색과 시각화 제작 보조 · 자연어 탐색·계산·시각화 지원 · 데이터 모델과 권한 상속
ThoughtSpot Spotter
ThoughtSpot · 대화형 분석 에이전트 · 비즈니스 지표를 자연어로 묻고 후속 분석 · 자연어 질의·인사이트·대화형 분석 · 지표 정의와 데이터 접근 권한
Akkio
Akkio · 노코드 AI 분석 · 마케팅·운영 데이터의 예측과 보고 · 데이터 준비·예측·대화형 리포트 · 표본 편향과 예측 성능 평가
Formula Bot
Formula Bot · 스프레드시트 AI · 자연어를 수식과 데이터 작업으로 변환 · 수식 생성·설명·데이터 분석 · 수식 호환성과 참조 범위
Polymer
Polymer · AI 대시보드 · 스프레드시트 데이터를 시각적 대시보드로 구성 · 데이터 연결·차트·대시보드·AI 분석 · 공유 권한과 데이터 갱신 주기
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