Feedback source consolidation
Cluster support, survey and feature requests.
AI CORE CAPABILITY · Data & Analytics
Turn customer feedback into clearer product priorities.
Group survey, support and feature requests into themes and share evidence-backed priorities with product teams.
- Cluster support, survey and feature requests.
- Deduplicate themes.
- Surface evidence-linked product insights.
Tell us what you need; we will define the scope and setup steps with you.
Explore the workflowProduct Feedback & Request AnalysisExample workspace
Map feedback to the right product needIllustrative workspace
A customer request is assigned to the wrong product group
- Input
- Survey responses, support cases and feature requests
- Action / check
- Group themes and recurring needs with their sources
- Output
- An evidence-backed needs list for the product team
Feedback source consolidation
Recurring theme analysis
KEY FEATURES
What this product will handle for your team.
Practical capabilities with a clear role in your workflow.
Recurring theme analysis
Deduplicate themes.
Product insight reports
Surface evidence-linked product insights.
USE CASES
How could this fit your day-to-day work?
Explore the need, the proposed approach and your team's role.
SELECTED USE CASE
The same feature request appears in several channels
- 01THE NEED
The same feature is requested across multiple channels without a consolidated view.
- 02AI APPROACH
Cluster requests by topic, link duplicates and prepare a sourced product insights report.
- 03NEXT STEP
Deliverable: Source-linked feedback themes. Success metric: Feature request triage time.
SELECTED USE CASE
A request is assigned to the wrong product area
- 01THE NEED
A feedback item was assigned to the wrong product group and skewed the team's report.
- 02AI APPROACH
Correct feedback assigned to the wrong product without discarding the original source and classification history.
- 03NEXT STEP
Deliverable: A corrected classification with the original source and audit trail retained.
YOUR QUESTIONS
What to know before implementation.
Review the product scope, connection requirements and approval points.
How does this solution work?
Feedback is scattered across tickets, surveys and meetings, making it hard to prioritize product work.
Source and need
The same feature is requested across multiple channels without a consolidated view.
Does AI decide the roadmap?
No. It clusters themes and evidence; product managers own prioritization and roadmap decisions.
What is included in the scope and outputs?
Deliverable: Source-linked feedback themes. Success metric: Feature request triage time.
Deliverable: A corrected classification with the original source and audit trail retained.
Implementation is scoped after checking access and data in the customer’s systems; no prebuilt connection is assumed.
How do quoting, setup and connections work?
Let’s define the scope together.
Workflow setup, integration assessment for suitable systems, testing, monitoring and ongoing management. Core deliverable: Source-linked feedback themes.
Support tickets, CRM, feedback board, GitHub or Jira, and de-identification controls
Which steps belong to AI and your team?
Analysis and workflow
Cluster requests by topic, link duplicates and prepare a sourced product insights report.
Proposed output
Deliverable: Source-linked feedback themes. Success metric: Feature request triage time.
Team review
Authorization, approval steps and exception owners are agreed with your team during setup.
Business rules
Implementation is scoped after checking access and data in the customer’s systems; no prebuilt connection is assumed.
How are data, access and security handled?
Your information is collected to review your request and contact you about it. This form does not collect marketing permission. Please do not share sensitive personal information.
What data and systems are needed for feedback source consolidation?
Setup reviews access to Support tickets, CRM, feedback board, GitHub or Jira, and de-identification controls. Data scope, permissions and transfer methods depend on the client environment; a ready-made connector is not assumed.
OTEMATIK · NEXT STEP
Let’s define the right scope for your business.
Share your current process and required connections. Our team will help define the implementation scope and next steps.