3 startup ideas in Other Analytics, each built on a problem that 18 products share. The evidence: 51 user complaints grouped into 6 pain points.
What people complain about in Other Analytics
Analytics slow down when data gets real — 15 complaints across 9 products, 3 ideasAcross tools covering everything from SAP connectors to Jira analytics to log management, users hit the same wall: queries crawl, reports stall, and extractions take so long users don't know if the job is still running. Specific complaints include report generation that is 'slow and tedious during high traffic hours,' API updates taking a full minute per call, and SAP stock table extractions with unpredictable completion times. The common thread is that these tools were built for moderate data volumes and nobody went back to fix the performance layer once real-world usage scaled up.
Startup ideas in Other Analytics
Adaptive log sampling for high-throughput applicationsC++ and Java backend engineers at companies running high-throughput services where log verbosity is an active performance concern9 products · 15 complaints · Problem: Analytics slow down when data gets real
Jira analytics with pre-aggregated summaries for large instancesEngineering program managers and Agile coaches at companies with 10,000+ Jira issues who run recurring sprint or portfolio reporting9 products · 15 complaints · Problem: Analytics slow down when data gets real
Query scheduling and caching layer for SAP OData connectorsBI analysts and data engineers at mid-market manufacturers running SAP ECC or S/4HANA with third-party connector tools9 products · 15 complaints · Problem: Analytics slow down when data gets real