Isotopes AI released a new build where Gopal Vijayaraghavan breaks down how the engineering team led by Deepak Mishra and Sachin Chaurasiya solved the AI reproducibility problem for enterprise finance.

Isotopes AI is the company behind aidnn. aidnn is the most sophisticated and comprehensive AI Agent for Analytics, trusted by Finance, Sales, HR, and other business teams. It eliminates the tedious work of gathering data from multiple sources, managing spreadsheets, and consolidating context from emails, Slack, and other platforms—bringing the power of AI directly to business analytics. Business analysts can collaborate with aidnn as an AI co-worker in an end-to-end workflow, gaining data-driven insights without relying on multiple tools or specialized expertise from data engineers and scientists. Customers use aidnn for both ad hoc and recurring analyses—from daily KPI summaries (revenue, DAU/MAU, etc.) to weekly operational meetings and monthly financial closings. aidnn helps by: * Connecting seamlessly to existing data systems in situ (including spreadsheets, data warehouses, ledgers, accounting systems, HRIS, etc.) * Semantically understanding the entire data estate * Finding, cleaning, and curating data across sources, and performing core analytics and aggregations * Visualizing trends, trajectories, and key performance patterns * Summarizing and presenting the stories behind the data