Spreadsheet AI Review

A new review of GPT for Work says spreadsheet AI is getting good at repetitive Excel and Google Sheets jobs, but not at making those jobs easy to audit later. (progressiverobot.com) GPT for Work is an add-in from Talarian that runs inside Microsoft Excel and Google Sheets, where it can write formulas, fix errors, clean data, build pivot tables and generate one answer per row across large tables. The company says it works on local Excel files and can process up to 1 million rows in Excel and hundreds of thousands in Sheets. (gptforwork.com) The product uses usage-based pricing instead of per-seat subscriptions. Its public pricing page lists packs at $29, $79, $139 and $299+, with shared credits across a team and credits expiring one year after the last purchase. (gptforwork.com; gptforwork.com; gptforwork.com) The basic idea is simple: instead of copying spreadsheet data into a chatbot, the agent works where the table already lives. GPT for Work says the agent can turn one plain-language instruction into row-by-row tasks such as translation, categorization, enrichment, scoring and deduplication. (gptforwork.com; gptforwork.com) That matters for teams that spend hours on cleanup and labeling work in operations, sales, finance and research. GPT for Work says bulk runs can reach about 1,000 answers per minute, which shifts the bottleneck from typing formulas to checking outputs. (gptforwork.com; gptforwork.com) The review focused on a second layer that ordinary spreadsheet users do not always see: model routing. GPT for Work’s documentation says its “Agent models” handle chat and task planning, while “bulk models” handle row-by-row jobs and web search tasks, and admins can control which models are available to a team. (progressiverobot.com; gptforwork.com; gptforwork.com) Talarian also markets the product on privacy and enterprise controls. Its security materials say the company is ISO 27001 certified, offers General Data Protection Regulation compliance, supports bring-your-own-key and custom endpoints, and offers zero data retention options. (gptforwork.com; gptforwork.com) The tradeoff is that spreadsheet AI can produce results that are fast but harder to reproduce cell by cell than a normal formula chain. The review argues that analysts still need checks for consistency, especially when the same sheet mixes deterministic spreadsheet logic with model-generated text or classifications. (progressiverobot.com) GPT for Work is entering a market that is getting more crowded, not less. OpenAI introduced ChatGPT for Excel in beta last month, while GPT for Work pitches itself against Microsoft Copilot, Claude and Gemini by emphasizing pooled credits, bulk processing and model choice. (openai.com; gptforwork.com) The review’s bottom line is narrower than the marketing: spreadsheet AI can remove a lot of busywork, but it does not remove the need to verify what the sheet now says. (progressiverobot.com)