Form Engine
AI Refine
Stylometry anonymisation on free-text responses
Encatch AI · Experimental · Available now
Feedback Studio lets you upload any feedback dataset and have a real conversation with it — powered by AI, run entirely on your device or in your browser. No dashboards. No setup. Just answers.
0 bytes
raw data to server
DuckDB
in-browser SQL engine
HTML
report you own
DuckDB · local · no upload
Top complaint themes
Chart added to report →
Q1 2025 Feedback Analysis
2,847 responses · Exported Mar 14
Theme breakdown
Onboarding · ≤2 stars
AI across Encatch
Every feature that matters has AI built in. Here's where it shows up.
Form Engine
Stylometry anonymisation on free-text responses
Real-time Alerts
Prompt-based destination filtering per form
Product Insights
Auto-tagged themes with aspect sentiment analysis
Product Insights
AI summaries delivered on your cadence
Hybrid Forms
Generate SDK hooks from the encatch schema
Privacy Controls
Enterprise-grade stylometry anonymisation
What's included
Feedback Studio is designed for product managers who want answers, not dashboards.
Full SQL queries run locally via WebAssembly. Raw data never leaves the browser tab.
Ask questions in plain English. AI translates to SQL, runs it locally, and summarises the result.
Charts and summaries build up as you chat. Save or print the final report as a self-contained HTML file.
Private Insights runs entirely on-device — no network requests, no server logs, no retention.
Upload CSV or JSON exports from any feedback platform. No proprietary format required.
Only aggregated query results are sent to the AI for summarisation. Row-level data is never transmitted.
Clean HTML output with charts, summaries, and context — ready for presentations or further editing.
The AI writes and validates SQL queries against your schema before executing them locally.
Feedback Studio
Choose aggregated external analysis or a model that runs entirely on your device. Feedback Studio is experimental and available now.
External Insights
Feedback Studio · Experimental
Drop your feedback CSV / JSON
Never leaves your browser
Generated Report
HTML · editableProduct journey
A little more detail
Common questions about chatting with your feedback data privately in the browser.
Yes. Encatch provides a React Native SDK that renders feedback forms natively inside mobile apps on iOS and Android. Forms match the app's own design system, no third-party widget appearance and behave exactly as expected within the native mobile experience.
Yes. Encatch supports Flutter with a native SDK, allowing teams building cross-platform mobile apps to deploy in-app feedback forms without redirecting to a third-party page. The Flutter SDK connects to the same Encatch dashboard and targeting rules as the web and React Native SDKs.
The initial SDK installation requires a developer, typically a 30-minute task for a developer familiar with the tech stack. After that one-time setup, product managers operate the entire platform from the dashboard independently: creating forms, configuring targeting rules, publishing surveys, and analysing responses without returning to engineering.
The initial SDK installation typically takes under 30 minutes for a developer. After installation, a product manager can build their first survey and push it live the same day from the Encatch dashboard, without writing any additional code.
Yes. Encatch supports iFrame embed as a deployment option for teams that want to integrate feedback forms without a full SDK installation. The iFrame option provides a lower-friction starting point while still rendering the form within the product's own interface.
Encatch integrates natively with Jira, Slack, Salesforce, Zendesk, GitHub, Google Analytics, Zapier, and webhooks. Feedback responses are routed automatically to these destinations based on rules the PM or admin configures once, bug reports to Jira, churn signals to Salesforce, detractor alerts to Slack.
Yes. Encatch's AI routing layer classifies each response by signal type, bug report, churn risk, feature request, or positive feedback and routes it to the configured destination automatically. A PM sets the routing rules once; from that point, responses reach the Jira project, Slack channel, or Salesforce queue without any manual intervention.
Yes. Encatch offers a self-hosted deployment option for teams that require full infrastructure control, on-premise data storage, or cannot use cloud-hosted SaaS tools due to compliance or security requirements.
Yes. Encatch supports MCP (Model Context Protocol) integration, which enables feedback collection natively inside AI-powered product interfaces and LLM chat environments. This capability is currently marked as Experimental and is designed for teams building AI-native SaaS products that need to collect user feedback within an AI conversation flow rather than via a traditional survey popup.
Your next step
No dashboards to configure. No data pipeline to set up. Just upload, ask, and generate a report your team can act on.