Sales Enablement · Founded by Christopher Acker in 2024

Carrot Labs

Continuous Fine-Tuning for AI Models

Cost

Demo

Rating

★ Mixed Reviews

Time to value

Moderate Setup (1-3 hours)

You can use Carrot Labs to monitor and improve your AI agent performance continuously. The tool evaluates AI agents across real workflows, measuring latency, correctness, tool success rates, and business-aligned quality metrics. It provides prompt tuning, retrieval improvements, and fine-tuning capabilities. You get continuous evaluation environments that track how agents perform over time, with retraining as data drifts and models change. The platform helps prevent AI agent degradation in production environments.

What Carrot Labs does

Set up continuous monitoring for AI agentsCreate custom evaluation metrics for workflowsTrack agent performance across different modelsFine-tune agents based on performance dataMonitor tool calling success ratesAnalyze agent drift patterns over timeGenerate performance reports for stakeholdersOptimize agent prompts automaticallyMeasures AI agent latency and correctness automaticallyTracks tool success rates across workflowsProvides continuous agent performance monitoringOffers automated prompt tuning capabilitiesCreates custom evaluation environmentsSupports fine-tuning when justifiedMonitors agent drift over timeTracks business-aligned quality metrics