Problem
Customer feedback arrives in disparate, unstructured formats, making it impossible for businesses to quickly identify trends, urgent issues, or actionable insights at scale.
Solution
Integrates with various feedback channels, processes incoming text with an LLM to extract key entities, sentiment, and categorize issues into a structured, searchable database.
Value
Transforms chaotic feedback into actionable intelligence, enabling faster issue resolution, informed product development, and improved customer satisfaction.
Technologies
API Integrations
In this idea
We connect to email services, support platforms, and CRM systems to receive customer feedback directly and automatically.
Definition
API integrations are like building bridges between different software applications or services, allowing them to talk to each other and share information. Think about wanting your CRM to automatically add new customers from a form on your website. An API integration makes this happen by letting these two systems communicate without you needing to manually move data. It's all about automating tasks, reducing errors, and making sure different parts of your business work together smoothly.
LLM
In this idea
The core of the system, which uses AI to analyze feedback text, determine sentiment, extract key topics, and convert everything into easily analyzable data.
Definition
LLMs, or Large Language Models, are advanced computer programs trained on massive amounts of text and code. They can understand and generate human-like language, answer questions, write text, translate, summarize information, and even write code. Think of them as super-smart assistants that work with language. They're used for creating chatbots, writing articles, finding information, and many other tasks where understanding and using natural language is key.
NestJS
In this idea
Manages all backend logic: receiving webhooks, sending text to AI, saving results to the database, and handling frontend requests.
Definition
NestJS is a framework for building efficient and scalable server-side applications using Node.js. It uses TypeScript and combines elements of object-oriented, functional, and reactive programming to make development more structured and predictable. NestJS helps organize code, simplifies integration with other libraries and tools, and is great for building both simple APIs and complex microservices.
PostgreSQL
In this idea
The storage for all processed feedback and extracted data. Here, you can filter, search, and analyze information.
Definition
PostgreSQL is a powerful, reliable, and object-relational database management system (RDBMS). It's known for its stability, flexibility, and adherence to SQL standards. PostgreSQL supports complex queries, transactions, foreign keys, and various data types, making it an excellent choice for applications that require data integrity and high performance, from small websites to large enterprise systems.
Webhooks
In this idea
Instantly receive real-time notifications about new feedback or messages from integrated systems, without delays.
Definition
Webhooks are a way for one application to notify another application about an event that happened in real-time. Instead of constantly checking if something new has occurred, the receiving application simply waits to be notified (via webhook) over the internet. It's like getting an SMS alert when a new message arrives, rather than constantly checking your phone.
Nuxt
In this idea
The frontend for easily viewing and analyzing structured customer feedback: charts, filters, search.
Definition
Nuxt is a framework for building web applications using Vue.js. It simplifies development by providing a ready-made structure, automatic setup, and extra features like server-side rendering (SSR) or static site generation. This helps you build high-performance, SEO-friendly applications faster, without needing to manually configure complex details.