Buildbox
Buildbox is an AI agent testing and analytics platform that identifies failed user journeys, quantifies their business impact, and enables teams to test better agent behaviors with evidence-backed fixes. The platform automatically surfaces high-impact conversation failures—such as booking losses or missed constraints—and ties them to rework metrics and outcome risks, helping teams prioritize the most critical improvements. It provides a structured workflow to find, prioritize, and ship agent fixes based on real evidence.
- Artificial Intelligence
- AI Agents
- Software Only
Funding
Founders
Product
Problem
AI agents frequently fail to complete user journeys correctly, resulting in lost bookings, user rework, and missed constraints that damage trust and business outcomes. Teams often lack visibility into these failures and struggle to identify which issues most significantly impact their bottom line.
Solution
Buildbox is an AI-powered testing and analytics platform that automatically identifies failed user journeys, ties them to business outcomes, and enables teams to test improved agent behaviors. The platform continuously monitors agent conversations, quantifies the percentage of impacted interactions, and ranks failures by severity and impact. It provides a structured workflow to find, prioritize, and test fixes with evidence-backed results, allowing teams to ship improvements that reduce rework and protect at-risk outcomes.
Target Audience
Primary users are product and engineering teams building AI agents and conversational interfaces in travel, e-commerce, and other customer-facing industries where journey completion directly affects revenue.
Features
- Automated detection of failed user journeys with impact percentage tracking over time
- Severity-based classification of findings including high, medium, and low impact levels
- Failure categorization across constraints such as budget, stops, arrival time, and refunds
- Metrics for distinct conversations affected and rework trends over time
- Prioritization framework that ranks failures by business outcome risk
- Evidence-based workflow for testing and shipping agent behavior fixes