Anomaly Detection In Sheets

Simple ML for Sheets is a Google Sheets add‑on that lets users train, evaluate, and run machine learning models directly in a spreadsheet—predict missing values, forecast trends, detect anomalies, and uncover patterns—without coding, while keeping data private in Google Drive.

Sheetgod converts plain‑English queries into Excel, VBA, and Google Apps Script code, automating complex spreadsheet tasks, generating PDFs, sending emails, and creating custom add‑ons, reducing manual effort and boosting productivity for analysts and finance professionals.

SheetAI adds AI-driven functions to Google Sheets, enabling list, table, and image creation via formulas. It supports models like OpenAI, Claude, xAI, integrates external services (Replicate, OCR, audio), and allows custom training for context-aware responses and API automation.

Anomalo automates data quality across structured, semi‑structured, and unstructured data in cloud lakes and warehouses. Using unsupervised ML, it detects anomalies, validates completeness, enforces governance without code, and offers lineage mapping and KPI tracking.

Sparkco Sheets converts text and documents into live spreadsheets with natural-language formulas, pivot tables, charts, automated reports and SQL generation; OCR extracts tables from PDFs, real-time connectors sync financial and healthcare systems, with export and compliance options.

Sheeter converts natural‑language requests into Excel or Google Sheets formulas, supporting sums, conditionals, dates, text, and data extraction. It allows one‑click insertion, reduces formula‑error risks, and streamlines analysis for business and finance teams.

AI‑powered failure detection for 3D printers, integrated with OctoPrint/OctoEverywhere. Real‑time vision identifies adhesion loss, layer defects, shell issues, extruder blobs, then pauses prints or sends alerts, learning printer‑specific nuances over time.

ROWS AI is a data analyst tool that integrates AI features such as text classification, sentiment analysis, and marketing campaign planning for teams.

SimpleMetrics adds AI functions to Google Sheets, enabling real‑time searches, text and image generation, PDF extraction, bulk translation, and photo editing via formulas like =AISEARCH(), =VISION(), and =PDF(), all within Sheets without custom coding.

StatementSheet converts PDF bank statements to structured Excel or CSV files instantly using OCR, supporting over 1,000 banks. Files upload securely, are deleted after 24 h, and export to major accounting platforms for quick reconciliation.

LotusEye automatically learns normal sensor behavior from CSV data, scores hourly anomalies, and visualizes results in a dashboard. It supports web and API ingestion, email alerts, and multi‑user collaboration, requiring no AI expertise to deploy.

Excelmatic uses AI to analyze and visualize spreadsheet data via natural-language queries, offering one-click charting, KPI extraction, anomaly detection, PDF/image-to-Excel conversion, formula generation from plain English, and batch data-prep for .xlsx/.csv files.

Ctrl Sheet is an AI tool that enhances spreadsheet management by automating data analysis, model building, and visualization. It integrates with Google Sheets and Excel, streamlining workflows for financial analysts and project managers.

Spreadsheet Daddy is an AI add‑on for Google Sheets and Excel that automates formula creation, data analysis, and chart generation. It offers ready‑made templates for budgets, invoices, inventory, and projects, and supports natural‑language queries via GPT.

Prompting Sheets is an AI-enhanced spreadsheet tool for Google Sheets, enabling advanced formula generation, automation of tasks, real-time data analysis, and collaboration, making it ideal for data analysts and project managers focused on efficient data management and reporting.

SheetGPT adds GPT‑powered text and image generation to Google Sheets via GPT, GPTLIST, and GPTIMAGE functions. No API key is needed. It enables content lists, social‑media drafts, ad copy, keyword extraction, summarization, and dataset cleaning with multi‑user collaboration and caching.

ChartPixel is an AI tool that generates charts and insights from messy data files or webpages using AI algorithms to clean and engineer new features, provide AI-assisted annotations and statistics to explore patterns and quirks in the data.

GPTforwork.com is a powerful AI add-on for Google Sheets and Excel that automates workflows using natural language. It enables formula generation, data cleaning, content creation, and web-data extraction to speed up reporting, analysis, and research.

SheetXAI automates Google Sheets and Excel via natural-language commands to analyze data, generate formulas, and run workflows. It extracts tables and invoices via OCR, produces bulk multilingual content, and integrates with Notion, Stripe, HubSpot and Jira.

Access 50+ AI models in Google Sheets™ without writing functions or copy-pasting. Save and reuse prompts easily. Models from GPT, Claude, Google Gemini™, Openrouter, and Groq are available.

Numerous.ai embeds ChatGPT into Google Sheets and Excel via a simple =AI function, allowing users to generate bulk marketing content, summarize datasets, and prototype prompts directly in spreadsheets—no API keys needed, effortlessly.

Arcwise monitors business data for early metric shifts, integrating with Snowflake, BigQuery, Databricks and BI tools. It provides traceable, explainable AI insights and decision‑ready dashboards, preserves institutional knowledge, and meets enterprise security and compliance standards.

SheetQuery enables SQL queries within Google Sheets, allowing users to join, filter, and manipulate data across multiple sheets. It supports advanced SQL features for enhanced data analysis, bulk updates, and integration with external APIs.

DropCSV automatically cleans and validates CSV/TSV/Excel uploads, applies AI to detect patterns, anomalies and generate natural-language explanations, builds interactive charts, dashboards and forecasts, exports reports and integrates with APIs and team workflows.

Tomat.AI is a desktop app that automates data analysis and enrichment for Excel, CSV, and database files. It loads datasets locally, lets users filter, sort, merge, pivot, and apply AI prompts in bulk, and exports reports to PDF.

Outlier DB efficiently detects outliers in datasets, highlighting anomalies to enhance data quality and accuracy. Its advanced algorithms streamline data analysis, improving dataset reliability for informed decision-making.

PDF AI Sheet is a Google Sheets add-on that enables users to upload multiple PDFs, extract information in bulk, and query specific content easily. Its drag-and-drop interface enhances data management and accuracy for researchers and analysts.

Nanonets automatically extracts structured data from invoices, receipts, IDs, and other documents without predefined templates. It offers end‑to‑end workflows, native CRM/ERP integration, and a visual designer for rapid, no‑code deployment across finance, supply‑chain, HR, and legal operations.

Botsheets automates marketing and data capture with chatbots that integrate directly with Google Sheets. Build code‑free bots to replace forms, store responses in real‑time, generate tables, charts, slides, and share via links or embeds.

Sheety.ai is an AI-powered tool that creates formulas for your spreadsheets, saving you time and effort. Easily tackle tasks like converting text or trimming characters with precision. Streamline your workflow and boost productivity today.

Columns.ai is a data visual storytelling AI tool for creating appealing data visual stories. It uses ChatGPT to generate insightful responses to data-related prompts and offers customization options for interactive visualizations.

Docsloop is an AI-powered document extraction tool that converts PDFs to organized Excel spreadsheets. It simplifies data processing by accurately extracting tables and text, streamlining workflows and reducing manual data entry for small businesses and teams.

Graphy transforms raw data from Google Sheets, CSV, Excel, or APIs into AI‑generated charts, auto‑highlighting insights. It supports multiple chart types, branding, annotations, real‑time updates, and export/embed options for marketing, finance, and consulting teams.

Excel Bot is an AI assistant that integrates with Microsoft Excel and Google Sheets, translating formulas into natural‑language text and providing instant answers to data‑manipulation queries, reducing debugging time for analysts, finance professionals, and teams.

CapGo.AI is a Google Sheets add‑on that centralizes lead generation, enrichment, email automation, web searches, PDF data extraction, and contact verification. Users run AI‑driven commands like =GO(Prompt,“web”) or =GO(Prompt,“email”) directly within a sheet, streamlining sales and outreach workflow

OutlierKit analyzes millions of YouTube videos to reveal high-performing topics, low-competition keywords, and outlier content, offering hook and script analysis, retention patterns, trend predictions, and channel-level insights to guide data-driven video ideas and optimization.

Fluxguard automatically crawls complex sites, monitors HTML, PDF, and visual changes, and evaluates them against user rules. It delivers real‑time alerts via APIs or webhooks, summarizes results, and reduces manual review and risk‑monitoring workload.

Syft Analytics delivers AI‑powered dashboards and forecasting for accountants, analysts, and managers, consolidating data from accounting, e‑commerce, payroll, and ERP systems into IFRS/GAAP‑compliant statements. It offers real‑time spreadsheet integration, automated error detection, KPI insights, a

AI Assist is a powerful AI-powered data analysis tool that offers features such as real-time collaboration, formula generation, SQL writing, visual charting, and integrations with popular platforms.

Array Assistant automates spreadsheet tasks by generating formulas, cleaning and summarizing data, and triggering automations on changes. It offers these AI‑driven features to analysts, students, and casual users without requiring technical expertise.

GRID embeds a native spreadsheet engine in apps for real‑time calculation and data management. With optional editor/viewer UI, it supports AI/LLM integration, improves reliability, scales workflows, streamlines development, and offers a familiar spreadsheet experience.

SheetSavvy AI is a spreadsheet plugin for Excel and Google Sheets that automates template creation, data analysis, summarization, charting, and natural‑language data cleanup. It generates formulas and imports live external data, reducing repetitive work.

MindBridge AI Platform uses unsupervised machine learning on 260 billion transactions to detect anomalies and policy breaches. It integrates with ERP and data‑lake systems, offering continuous monitoring, explainable results, and audit support that cuts manual review and shortens audit cycles.

UXsniff automatically tracks UX changes by analyzing heatmaps and session recordings, comparing pre‑ and post‑release behavior. It flags layout, copy, and component updates linked to key metrics, offers impact reports, rage‑click detection, and historical A/B comparison using real user data.

AI Prompts generates Excel and Google Sheets formulas from natural‑language prompts, supporting budgeting, forecasting, and reporting. It refines outputs via prompt engineering, debugs existing sheets, and integrates with Zapier, Make, and webhooks for real‑time automation.

Cellect is an AI-powered tool that efficiently analyzes and manages spreadsheet data, extracting key details from diverse datasets like invoices and demographic information for reporting and analysis.

ExcelDashboard AI transforms Excel data into interactive dashboards and reports with minimal effort. Users can generate insights using plain English, automate visualizations, and customize analyses, making it suitable for both beginners and experienced data analysts.

qomplement converts PDFs, images, spreadsheets, emails and scans into structured, ERP-ready data using OCR, computer vision, and LLMs; it extracts and validates fields, auto-discovers schemas, supports batch processing, handwritten text, and direct Excel/ERP exports.

ANDRE converts survey files (CSV, XLSX, SPSS, Google Forms, Typeform) into clean, visual reports in under 15 minutes, automating data cleaning, missing‑value imputation, narrative analysis, and producing a single‑slide insights deck for rapid decision‑making.

AI Excel Bot translates natural‑language prompts into accurate Excel or Google Sheets formulas—SUMIF, VLOOKUP, array functions—providing step‑by‑step explanations and on‑demand VBA script generation. Available as a Chrome extension or add‑in for quick, in‑app access.