Great launch—this is a neat solution for embedding AI-powered analytics into multi-tenant SaaS products!
A couple of thoughts/questions that came to mind:
Time series and trend analysis: You mentioned support for queries like “Show me the sales trend over the last quarter.” Have you considered enabling more complex trend detection, such as anomaly spotting (e.g. “flag any week where sales dropped >15% vs previous week”) or seasonality adjustments (comparing YoY trends)? I think these kinds of features could greatly enhance the exploratory experience for non-technical users.
Control and validation of generated queries: The semantic-layer + WHERE clause strategy sounds very robust—it’s reassuring to see this deterministic guard against prompt injections or tenant leaks. Out of curiosity, do you provide tooling to audit or review agent-generated query objects before they run, especially for initially onboarding new clients? That kind of transparency could boost confidence in more security-conscious customers.
Overall, love the direction—AI-powered analytics agents have a ton of potential. Looking forward to seeing how this evolves!
A couple of thoughts/questions that came to mind:
Time series and trend analysis: You mentioned support for queries like “Show me the sales trend over the last quarter.” Have you considered enabling more complex trend detection, such as anomaly spotting (e.g. “flag any week where sales dropped >15% vs previous week”) or seasonality adjustments (comparing YoY trends)? I think these kinds of features could greatly enhance the exploratory experience for non-technical users.
Control and validation of generated queries: The semantic-layer + WHERE clause strategy sounds very robust—it’s reassuring to see this deterministic guard against prompt injections or tenant leaks. Out of curiosity, do you provide tooling to audit or review agent-generated query objects before they run, especially for initially onboarding new clients? That kind of transparency could boost confidence in more security-conscious customers.
Overall, love the direction—AI-powered analytics agents have a ton of potential. Looking forward to seeing how this evolves!