AI Analytics Platform

interface AnalyticsPipeline {
  source: string;
  transformations: Transform[];
  model: string;
  output: AnalyticsOutput;
}

async function runAnalyticsPipeline(pipeline: AnalyticsPipeline) {
  const rawData = await fetchData(pipeline.source);
  const transformed = await applyTransforms(rawData, pipeline.transformations);
  const insights = await runModel(transformed, pipeline.model);
  return {
    insights,
    anomalies: detectAnomalies(insights),
    recommendations: generateRecommendations(insights),
  };
}