I will deliver ai powered survey insights and reporting of your data

Most survey reports tell you what people said. The useful ones tell you what to do about it.

I combine 12+ years of CX analysis with current AI tooling to turn raw response data into findings your leadership will actually act on including the open-text comments most reports skim over.

What you get:

Key findings written in plain language, not statistics dumps

Verbatim/open-text analysis themes, sentiment, and what's driving them

Driver analysis: which factors actually move satisfaction, loyalty, or NPS

Segment comparison to show where the problem really sits

Clean charts and a formatted report you can present as-is

 No personal data required. I work exclusively from de-identified exports no names, emails, phone numbers, or customer IDs. Strip those columns before you send, and I'll flag it if I spot anything identifying so you can remove it. Your analysis quality doesn't depend on PII, and your compliance team doesn't need a conversation about it.

Works with Qualtrics, Medallia, SurveyMonkey, Google Forms, or plain CSV/Excel.

Message me with your response count and what decision you're trying to make I'll tell you what's realistic.