Solution

Customer, Guest & Fan Experience Analysis

Solution

Customer, Guest & Fan Experience Analysis

Upload your reviews, surveys, tickets and calls. Find which experience issue is really moving your score, and which is just loud.

TheyToldYouWhat'sWrong.YourDashboardRankedItByVolume.

TheyToldYouWhat'sWrong.YourDashboardRankedItByVolume.

TheyToldYouWhat'sWrong.YourDashboardRankedItByVolume.

Every tool you own ranks by volume. Marriott's guests named front desk check-in constantly. It ranked #2 and moved star rating almost none.

Right now:

  • The loudest complaint gets fixed first

  • Sentiment says people are unhappy, never what it costs you

  • Comparing locations stalls on inconsistent language

  • A score drops and the answer takes four weeks

  • Teams act on the average instead of the real driver

Right now:

  • The loudest complaint gets fixed first

  • Sentiment says people are unhappy, never what it costs you

  • Comparing locations stalls on inconsistent language

  • A score drops and the answer takes four weeks

  • Teams act on the average instead of the real driver

Knowingwhattheysaidiseasy.Knowingwhichpartactuallymovesyourscoreisthejob.

Knowingwhattheysaidiseasy.Knowingwhichpartactuallymovesyourscoreisthejob.

Knowingwhattheysaidiseasy.Knowingwhichpartactuallymovesyourscoreisthejob.

Unified Data & Enrichment

DropInYourData.ItReadsAllOfIt.

DropInYourData.ItReadsAllOfIt.

DropInYourData.ItReadsAllOfIt.

Start with one file. Reviews, surveys, tickets, calls, whatever your customers, guests or fans have already told you. Every record comes back enriched with structured Dimensions: root cause, effort, sentiment, escalation risk, intent. No taxonomy to build, no model to train.

You can:

  • Start with one CSV or connect every channel you have

  • Join every conversation to account, agent and outcome data

  • Build custom Dimensions in plain English

  • Have the agent build context on your business

You can:

  • Start with one CSV or connect every channel you have

  • Join every conversation to account, agent and outcome data

  • Build custom Dimensions in plain English

  • Have the agent build context on your business

Causal Intelligence Engine

AskWhy.GetProof.

AskWhy.GetProof.

AskWhy.GetProof.

Ask in plain English. The agent writes the queries, runs the analysis, controls for the things that would confound it, and returns the finding with an effect size and confidence interval. It checks its own work.

You can:

  • Rank issues by causal impact, not complaint volume

  • Prove which fix would actually move your rating

  • Put a dollar figure on a specific experience failure

  • See what separates your best and worst locations

You can:

  • Rank issues by causal impact, not complaint volume

  • Prove which fix would actually move your rating

  • Put a dollar figure on a specific experience failure

  • See what separates your best and worst locations

On-Demand Intelligence Reports

AskForTheReport.GetTheReport.

AskForTheReport.GetTheReport.

AskForTheReport.GetTheReport.

Say what you need and the agent builds it: executive summary, causal findings, charts, recommendations. Set it to rerun weekly or monthly on fresh data and it lands in your inbox. Export as HTML, PDF or slides.

You can:

  • Produce the monthly readout without building it

  • Send a link leadership can open and interrogate

  • Track whether the fix you shipped moved the metric

  • Export to PDF, slides or your BI tool

You can:

  • Produce the monthly readout without building it

  • Send a link leadership can open and interrogate

  • Track whether the fix you shipped moved the metric

  • Export to PDF, slides or your BI tool

Howtheplatformworks

Howtheplatformworks

Howtheplatformworks

Unstructured

Unstructured Data

Live Chat
Phone Calls
Chatbot
Voice Agents
Support Tickets
Email
Survey Feedback
Mobile App

Live Chat
Phone Calls
Chatbot
Voice Agents
Support Tickets
Email
Survey Feedback
Mobile App

Structured

Structured Data

CRM
Financial Data
Purchases
Usage Data

CRM
Financial Data
Purchases
Usage Data

Ingestion

Normalization

Normalization

Ingestion & Staging

Ingestion & Staging

APIs or File Uploads

APIs or File Uploads

Transformation & Normalization

Transformation & Normalization

Central Data Warehouse

Central Data Warehouse

Hosted or Passthrough

Hosted or passthrough

Meaning Layer

Meaning Layer

Multi-Channel A.I. Enrichment

Generative Layer - Multi-Channel A.I Orchestration

Dimension extraction engine for language

Dimension extraction engine for language

System-Level Dimensions

Custom Dimensions per Business Objective

Multi-Dimension Orchestration

Output Validation - "hallucination" or drift check

Mapping

Mapping

Human-in-the-Loop + AI

Human-in-the-Loop + AI

Internal Vector Embeddings & Semantic Similarity

Dynamic Clustering & Theming

Multi-Dimensional Consolidation

Export ability to data warehouse

Analysis Layer

Analysis Layer

Structured Output

Generative Layer - Multi-Channel A.I Orchestration

Causal Analysis, Reporting & Governance

Causal Analysis, Reporting & Governance

Generate causal reports, visualizations, and executive intelligence: on demand or scheduled

Plug into existing B.I tool of choice (Tableau, PowerBI, Hex)

Export via API to any warehouse (Snowflake, Databricks, BigQuery)

Dimension Labs has become the default insight layer across the company.