AI Feedback Flow is an autonomous digital customer service ecosystem developed by Naroka Automation Studios. It replaces traditional manual feedback monitoring with a high-precision architectural solution that combines Gemini's neural computations with n8n workflow automation.
Traditional monitoring systems often overwhelm managers with raw, unorganized data. AI Feedback Flow solves this by:
- Synthesis of Data and Intelligence: Effectively filters constructive criticism from spam by "understanding" context.
- Deep Memory Architecture: Recognizes clients via email to restore the history of past interactions, acting as a personal manager with "institutional memory".
- Zero Latency: Responds to negative feedback the instant it enters the system, neutralizing conflicts before they escalate.
- Intelligent Memory Module: Uses a unique Session Key (User Email) to adapt its tone based on past delivery issues or complaints.
- Instant Telegram Response System: Custom notification templates featuring priority status, direct contact data, and pre-written response toolkits.
- Structured Cloud Storage: All data is converted to strict JSON format and synced with Google Sheets for KPI, CSAT, and NPS reporting.
- 360° Identification: Ties every AI response to the author's email through multi-level JavaScript processing.
- Staff Time Recovery: Reclaims up to 85% of staff time through automatic summarization and ready-to-use response drafts.
- Scalability: Handles between 10 and 10,000 reviews daily without additional headcount.
- Brand Consistency: Responses are precisely tuned to your corporate Tone of Voice.
Included:
- Full n8n Workflow Blueprint.
- Pre-configured Memory Module logic.
- Telegram Response Templates.
Requirements:
- n8n Instance (Desktop, Self-hosted, or Cloud).
- Google Gemini AI API Key.
- Telegram Bot Token.
- Get the Product: AI Feedback Flow on Gumroad.
- Storefront: Naroka Automation Studios Store.
- Twitter/X: @nar0ka.
- LinkedIn: David Ignatenko.
AI Feedback Flow is engineered at the intersection of architectural system design and cutting-edge AI. We build logical chains that minimize errors and maximize the value extracted from every byte of customer data.
This is your guarantee that every customer's voice is heard, analyzed, and managed at the highest professional level.