Data Analysis & Reporting

Artemis extends ngSurvey with advanced AI-powered analytics, transforming survey data into clear, contextualized, and actionable insights. Rather than relying solely on predefined reports, users can interact with Artemis to explore results dynamically, interpret patterns, and generate meaningful conclusions in real time.

Artemis supports multiple layers of analysis:

📊 General Data Analysis

Explore survey results across questions, segments, and time periods using natural language prompts. Artemis automatically selects relevant metrics, applies comparisons, and highlights trends, helping users quickly understand overall performance and key drivers.

📝 Open Text Analysis

Analyze free-text responses using AI-powered semantic interpretation. Artemis can summarize themes, detect sentiment, cluster comments by meaning, and surface recurring topics allowing teams to extract value from qualitative feedback at scale.

🧠 AI-Generated Insights

Beyond displaying numbers, Artemis interprets results and provides contextual explanations. It can identify notable changes, emerging patterns, anomalies, and correlations, delivering insights that support faster and more confident decision-making.

📈 Reporting Integration

Insights generated by Artemis are not isolated outputs. Results can be integrated directly into existing ngSurvey reports or used to automatically generate new reports from scratch. This ensures continuity between conversational analysis and structured reporting workflows.