Introducing Artemis

Artemis: Turning Powerful Survey Features into Actionable Intelligence

Modern survey platforms are no longer just about collecting responses. The real value lies in how quickly insights can be extracted, connected, and acted upon.

Over the past months, ngSurvey has evolved into a full-scale data intelligence platform, combining its advanced survey features with Artemis our AI-powered analysis and orchestration agent, built on years of real-world experience in data collection and analytics. Artemis bridges the gap between business and analytics, accelerating insight generation without compromising analytical depth.
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Intelligent Survey Design, Not Just Survey Creation

Designing an effective survey is one of the most underestimated challenges in research. Poor wording, biased scales, or unnecessary complexity can invalidate results before the first response is collected.

Artemis assists survey designers by:

• Helping formulate clear, unbiased questions
• Suggesting optimal answer scales (NPS, Likert, semantic differential, etc.)
• Detecting redundant or ambiguous questions
• Recommending question ordering to reduce fatigue and bias
• Adapting language and tone for different audiences or cultures

Sample prompts:

• “Help me design a short customer satisfaction survey focused on post-purchase experience.”
• “Rewrite the question answers to be more neutral and less leading.”
• ‍“Give me optimization steps to reduce respondent fatigue while keeping analytical value.”
• “Adapt this question wording for a professional B2B audience.”

Instead of starting from a blank page, teams can collaborate with Artemis as a survey design advisor, ensuring higher data quality from day one.
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Prompt-Driven Theme & Style Creation

Designing a survey is not only about questions visual presentation plays a critical role in trust, engagement, and completion rates.

With Artemis, survey styling moves away from manual configuration and static templates toward prompt-based theme creation and evolution. No need to know any CSS anymore to achieve great layout .

Using natural language prompts, teams can:

• Create complete visual themes from scratch
• Update existing themes without touching CSS
• Ensure visual consistency across multiple surveys
• Rapidly adapt styles for different audiences or contexts

Sample prompts:

• “Create a clean corporate theme aligned with our brand colors red and yellow”
• “Switch this survey to a dark theme with subtle gradients and add animations to it”
• “Make the layout more playful for a youth audience and include a funny background image”

Artemis translates these prompts into structured design tokens and style definitions that ngSurvey applies consistently across the entire survey experience.

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Synthetic Respondents: Simulate Insights Before Real Data Exists

Launching a survey often means waiting days or weeks before meaningful patterns start to emerge. Artemis removes that blind spot by enabling synthetic respondent creation realistic, AI-generated responses based on real world data that help teams explore and prepare before real data arrives.

• Reflect plausible respondent profiles
• Produce realistic answer distributions
• Mirror different attitudes, behaviors, or sentiment patterns
• Compare synthetic answers with collected answers

This allows organizations to work with data earlier, reducing uncertainty and accelerating decision-making.

Sample prompts:

• “Generate 50 synthetic respondents with generally high satisfaction and a small group of critical outliers span across all quarters of the last two years.”
• “Simulate responses for a customer feedback survey with mixed sentiment and moderate NPS scores.”

Artemis translates these prompts into coherent response sets aligned with the survey structure that can be used right away.
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Advanced Reporting Without Configuration Overhead

Artemis turns ngSurvey’s reporting capabilities into an on-demand intelligence experience.

Instead of manually configuring reports or waiting days for a data analyst to get back with a report, Artemis allows users to:

• Ask questions in natural language
• Explore results across time, segments, and surveys
• Natural language based filters to filter out and use only the data you need
• Instantly surface the most relevant metrics and comparisons

Artemis can automatically selects:

• The appropriate indicators (NPS, CSAT, averages, trends)
• The right groupings and breakdowns simple or multi-dimensional
• The most meaningful insights to highlight
• Generates inline customizable graphs

Sample prompts:

• “Compare satisfaction by region for last quarter”
• “Explain the drivers behind the NPS drop this month”
• “Highlight anomalies in this segment”

Reports are no longer static artifacts they become dynamic answers. Any result can be reintegrated into your existing ngSurvey reports, or Artemis can generate entirely new reports from scratch.

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Free-Text Analysis That Reveals Meaning

Free-text answers often hold the most valuable insights and were traditionally the hardest to analyze .

With Artemis:

• Verbatim answers are embedded semantically
• Responses are clustered by meaning, not keywords
• Sentiment is interpreted, not just tagged
• Summaries and themes are generated automatically
• Provide guidance and improvements suggestion  

Sample prompts:

• “Summarize the main themes emerging from comments”
• “Identify the most common positive and negative sentiments expressed in these comments”
• “Cluster the comments and explain what differentiates each group”

Teams quickly understand what people mean, not just what they say.
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Designed for Analysts, Accessible to Everyone

Artemis does not replace analysts it amplifies them.

• Analysts gain speed and exploratory power
• Business users gain autonomy
• Decision-makers gain clarity

Everyone works from the same trusted data, interpreted through the same intelligence layer.