Business intelligence
What happened, and what is happening now
Power BI and Microsoft Fabric reports, the semantic models behind them, and the pipelines that keep them refreshed. The usual starting point is a report someone assembles by hand in Excel every month. The usual result is the same report, refreshed from the source database, with nobody assembling it.
Tools
Power BIDAXTMDLMSQLHexStreamlitPlotlyMS Fabric
Advanced analytics
What is likely to happen next
Forecasting, clustering, topic modeling, and one-off statistical analysis. Each one ships as a scheduled pipeline or an app your team runs, with tests and a runbook, so it keeps working after the engagement ends.
Tools
Pythonscikit-learnNixtlaLightGBMBERTopicPySparkHex
Custom software
Business tools that remove manual work
Web applications that replace the spreadsheets and email threads a team runs its operations through: data-entry systems with validation and role-based access, internal tools, and AI assistants that answer staff questions from your own documents.
Tools
TypeScriptNext.jsReactTailwindshadcn/uiPostgreSQLVercelSupabase