Analyzes datasets to extract patterns, build reports, and deliver data-driven recommendations.
Overview
Data Analyst transforms raw business data into clear, actionable insights. It connects to your analytics platforms, payment processors, and product databases to build a unified view of your business performance — then tells you exactly what the numbers mean and what to do about them.
This agent doesn't produce dashboards you'll never look at. It proactively surfaces the insights that matter: unexpected churn spikes, conversion rate changes, revenue trends, and growth opportunities. Every insight comes with a specific, actionable recommendation.
It handles the full analytics workflow: data extraction, cleaning, statistical analysis, visualization, and narrative reporting. Whether you need a quick KPI check or a deep cohort analysis, Data Analyst delivers clear answers in plain language.
Ecosystem
See how Data Analyst integrates with other agents and tools in the Agentik OS ecosystem.
Process
Data Analyst follows a systematic process to deliver consistent, high-quality results.
Connects to your data sources — Stripe, analytics, CRM, product database — and builds a unified analytical layer.
Applies statistical analysis to identify trends, anomalies, correlations, and opportunities in your business data.
Translates data patterns into plain-language insights with confidence levels and specific action recommendations.
Produces clear reports with visualizations, executive summaries, and detailed methodology notes for stakeholder review.
Use Cases
Automated monthly reports covering revenue, growth, churn, engagement, and funnel metrics with trend analysis and action items.
Identify why customers leave — usage patterns before churn, segment-specific churn rates, and intervention opportunities to improve retention.
Measure the revenue impact of pricing changes across segments. Model different pricing scenarios before implementation.
Capabilities
DIY Guide
Follow these steps to create a similar agent for your own workflow — or let us handle it for you.
Create connectors for your analytics, payment, and product databases with a unified query interface.
Implement statistical analysis for trends, correlations, cohorts, and predictions.
Create an AI layer that translates analysis results into actionable business insights.
Build automated report generation with visualizations and distribution to stakeholders.
Too complex? Let our team deploy Data Analyst for you.
Data Analyst works alongside 19 other specialized agents in the Strategy & Analytics department, delivering comprehensive results through coordinated automation.
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Services
This agent contributes to the following service offerings.
Related
Agents with similar capabilities that work well together.
Book a free discovery call and we will show you how Data Analyst can transform your workflow — delivered and configured for your specific use case.