Everyone is talking about AI reporting. However, the more important conversation is whether the underlying data can be trusted. If every team gets a different answer to the same question, the report isn't helping anyone. Krishna P. captures this well. If your Monday business review still starts with reconciling spreadsheets instead of discussing the business, this is worth a read 🔥
The monthly business review is the most expensive report nobody enjoys making. I’ve watched founders do this themselves because they couldn’t trust anyone else to get it right. Pull the numbers from QuickBooks, sales by channel from one place, by product type from another. Format it in a deck or a spreadsheet. Go line by line. Write up what happened and why. Four days of work, sometimes done by the CEO, and by the time it lands on the 7th, the month it describes is already old news. The painful part is that the report is a lagging indicator built by hand from a dozen disconnected sources, and every month you rebuild it from scratch. SarasIQ kills this problem altogether. SarasIQ MCP Server exposes data to Claude after it is cleaned, stitched, and certified it across every channel, every store, every marketplace. So the weekly or monthly review generates itself. Same structure every time. Revenue by category, what’s up, what’s down, which SKUs are new this month, the comps. IQ knows what launched because it has last month’s data to compare against. You read the story instead of assembling it. Because every number traces back to one certified source, the same question gives the same answer every time, no matter who asks it. The reason most “AI reporting” attempts fall apart is the same reason most data projects fall apart. If you wire up five different connectors yourself, you get a great-looking report with numbers that are wrong, and you can’t even tell where. Same prompt, different person, different answer. You can’t run a leadership udpate on that. We spent ten years doing the unglamorous data work so the report could become boring. Reliable, repeatable, accurate, and built in the time it takes to get a coffee. This is built by data engineers working in ecommerce for 10 years, not vibe coding over a weekend. If you’ve moved your business review out of spreadsheets, I want to hear it. What did the old version cost you in hours, and what does it take now