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Agentic AI Atlas · Voice of Customer Synthesis
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Voice of Customer Synthesis overview

Aggregates and synthesizes customer feedback from all channels into actionable insights -- ingesting data from NPS surveys, CSAT responses, support ticket sentiment, social media mentions, app store reviews, sales call transcripts, and community forum posts, applying topic modeling and sentiment analysis to extract recurring themes, scoring theme urgency by frequency, sentiment intensity, and customer-tier weighting, deduplicating themes against known product backlog items, mapping feedback themes to product areas and journey stages, tracking theme trend trajectories over time to distinguish persistent issues from transient spikes, and packaging insights into structured briefs for product, engineering, and leadership audiences. Produces monthly VoC report, theme trend dashboard, and product-area feedback digest. Excludes product roadmap decisions.

WorkflowOutgoing · 11Incoming · 0

Attributes

displayName
Voice of Customer Synthesis
workflowKind
governance
triggerType
scheduled
typicalCadence
monthly
complexity
cross-team
description
Aggregates and synthesizes customer feedback from all channels into actionable insights -- ingesting data from NPS surveys, CSAT responses, support ticket sentiment, social media mentions, app store reviews, sales call transcripts, and community forum posts, applying topic modeling and sentiment analysis to extract recurring themes, scoring theme urgency by frequency, sentiment intensity, and customer-tier weighting, deduplicating themes against known product backlog items, mapping feedback themes to product areas and journey stages, tracking theme trend trajectories over time to distinguish persistent issues from transient spikes, and packaging insights into structured briefs for product, engineering, and leadership audiences. Produces monthly VoC report, theme trend dashboard, and product-area feedback digest. Excludes product roadmap decisions.

Outgoing edges

applies_to_domain2
  • domain:customer-experience·DomainCustomer Experience
  • domain:customer-relations·DomainCustomer Relations
involves_role3
  • role:data-scientist·RoleData Scientist
  • role:product-designer·RoleProduct Designer
  • role:planner·RolePlanner
performed_by_org_unit2
  • org-unit:customer-success·OrgUnitCustomer Success
  • org-unit:support-team·OrgUnitSupport Team
requires_skill_area2
  • skill-area:prompt-engineering·SkillAreaPrompt Engineering
  • skill-area:data-quality·SkillAreaData Quality
triggers_responsibility2
  • responsibility:data-quality-monitoring·ResponsibilityData quality monitoring
  • responsibility:triage-incoming-issues·ResponsibilityTriage incoming issues

Incoming edges

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