MillerKnoll AI
Architecture · interactive

How Survey Insights Analyzer is built.

Turns West Michigan Customer Experience survey data into executive-quality insight — themes, trends, and NPS across every dimension of a client visit, grounded only in the survey files themselves.

Survey Insights Analyzer — WMCE visit analytics

Model
Sonnet 4.6
Sources
3 (web off)
Dimensions
~13
Env
Copilot Agents TEST

A Copilot Studio agent for the sales and Client Experience teams that reads West Michigan Customer Experience (WMCE) survey data and reports what’s working, what isn’t, and where the client-visit experience can improve. It’s grounded exclusively in three sources — the WMCESurveys SharePoint library and two Excel files — with web search off, so every insight traces back to the survey record. It can also draft the follow-up email in HTML via the built-in Draft Email action.

What themes are driving low ratings on our Michigan client visits?
SourceKnowledgeTool

Hover or tap an agent above to see its pipeline and what it returns for this bid.

◆Survey Insights Analyzer— Theme extraction · trends · exec summary

Extracts themes from open-ended responses, identifies positive and negative experience patterns across roughly thirteen visit dimensions — from SME interactions to transportation, food & beverage, and likelihood-to-recommend (NPS) — and produces executive summaries with data citations. It quantifies findings against real scores and response counts, never fabricates, excludes COVID-era virtual visits, and flags any insight drawn from data older than 24 months.

  • SourceWMCESurveys SharePoint library · every analysissurvey documents + data
  • SourceSurvey Insights.xlsx · theme + dimension analysisstructured responses
  • SourceSurvey Tracker.xlsx · longitudinal / comparativevisit-level tracking
  • KnowledgeWMCE dimension framework · always~13 dimensions · exclusion & recency rules
  • ToolDraft Email (built-in action) · on requestHTML follow-up draft
Input →
Ask“What themes are driving low ratings, and which dimensions moved?”
Output ←
ThemesNamed, frequency-ranked themes from open-ended feedback
TrendsDimension-level scores, NPS, and shifts over time
SummaryExecutive summary with data citations — optional drafted email

Why it matters · What the Client Experience team would assemble by hand across spreadsheets becomes a cited, executive-ready read — grounded only in the survey files.