AI Response Toolkit

Evaluate. Process. Analyze. Ship.

A complete toolkit for processing AI chatflow responses, running eval question sets, checking URLs, and managing per-client files — all in one place.

Key Features

What It Does

Eval Questions

Build and run evaluation question sets against chatflows. Score responses, compare models, and track quality over time.

CSV Chatflow Processing

Upload CSVs of prompts and batch-process them through any configured chatflow. Download results when done.

URL Checker

Validate URLs referenced in AI responses. Catch broken links, redirects, and hallucinated URLs before they ship.

Flowise Message Analysis

Pull and analyze message history from Flowise chatflows. Spot patterns, failures, and edge cases in production traffic.

Per-Client File Management

Organize eval sets, CSVs, and results by client. Every artifact stays scoped to its project — no cross-contamination.

Chatflow Configuration

Manage API endpoints, override IDs, and session configs per client. Switch contexts in one click.

How it works

Up and Running in Minutes

Select a Client

Choose or create a client workspace. All question sets, chatflows, files, and results are scoped to that client.

Configure Chatflows

Point to your Flowise endpoints, set override configs, and define evaluation question sets with expected answer criteria.

Run and Review

Execute eval runs, batch-process CSVs, or check URLs. Review results inline, export to CSV, or drill into individual responses.

Who it's for

Use Cases

AI Engineers

Run structured evals against chatflow endpoints. Compare prompt variations, measure accuracy, and catch regressions before deploy.

Agency Teams

Manage multiple client chatbots from one dashboard. Keep eval sets, configs, and results cleanly separated per engagement.

QA & Content Reviewers

Validate AI-generated URLs, check response quality at scale, and flag hallucinations before they reach production.