Decision-grade answers to complex sales questions — blending SQL with advanced statistics, built on Sigmasoft Agentiy.
The Sales Analytics Agent is built using Sigmasoft Agentiy. It toggles between SQL and advanced statistics to respond to complex sales decision-support queries — choosing the right approach for each question instead of forcing everything through a single query language.
Standard lookups run as SQL. When a question calls for statistical reasoning, the agent switches to advanced statistical methods automatically.
Heuristic prompts pool a set of deterministic and heuristic tools through the Anthropic Claude API framework, so each step uses the most reliable tool for the job.
For calculations that aren't easily handled in SQL, the agent spins up additional tools to perform the statistical processing, then returns a clear answer.
“Tell me which products were sold at very low prices, below 3-sigma.”
A question like this needs outlier detection across the price distribution — statistical processing that SQL doesn't handle easily. The agent recognises this, launches the statistics tools, and delivers the answer.
