The best feature that Query.ai offers is that I need not move into multiple databases. For example, I can use ClickHouse and Pi in one federated search without moving my data, resulting in no pipelines, no duplication, and no ingestion cost inflation. For someone building data pipelines and who knows how painful data engineering overhead gets, this federated search without moving into multiple databases really helps me. I do not have to move into multiple databases or multiple platforms, and with just one federated search, I can go through all those databases within one direct application without causing any pipelines and duplication. Query.ai has positively impacted my organization with its ability to audit data flow and assist in compliance with HIPAA regulations. Since I work in a privacy-sensitive market, I use Query.ai to perform audit prep, which was entirely manual, error-prone, and resource-intensive before. With Query.ai, I can automate it, and HIPAA breach investigation response times, which were slow earlier, have sped up. Query.ai helps reduce costs and improve security in my organization, though I do not have the actual numbers, but the impact was significant.
