Handit.ai | The Optimization Platform for AI Agents in Production

The Optimization Platform for AI Agents in Production

Most platforms tell you what's wrong. Handit.ai Fixes it.
‍Handit identifies what’s underperforming, tests improvements, and deploys what works—so your AI stays accurate, aligned, and delivers real ROI.

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Optimize my AI

Handit Keeps These Teams AI Performing in Production

Monitoring Isn’t Enough.
You Need Optimization.

Observability flags issues. Handit fixes them.

Most AI tools stop halfway—surface-level monitoring, dashboards, alerts. You’re still stuck guessing how to fix it.Handit closes the loop by not just detecting problems but actually deploying the better version. All in production. All automatically.

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How we do it

How Handit Keeps Your AI Agents at Peak Performance

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Your AI constantly evolve. Your engineers don’t lift a finger.

Monitor

Tracking

Continuously tracks every model, prompt, and agent in any environment.

Evaluate

Insights

Scores output quality using LLM-as-Judge, business KPIs, and latency benchmarks.

Improve

Optimization

Automatically upgrades your AI to perform at its best.

Features

Handit.ai: Continuous AI Optimization in Four Steps.

Handit plugs directly into your production stack to track, evaluate, and improve every model, prompt, or agent—without manual retraining or prompt hacking. It turns noisy logs and silent failures into real improvements you can measure, test, and trust.

Real-Time Monitoring

Track performance, failures, and usage across every component of your AI system—live. Instantly spot bottlenecks, regressions, or drift.

Automatic Evaluation

Evaluate your AI on live data with custom prompts, metrics, and LLM-as-judge grading—automatically.

Self-Optimization A/B Testing

Optimized versions of your AI compete in real time using metrics like performance and ROI. The top performer is surfaced automatically through the SDK and platform.

Business-Impact Metrics

Tie AI improvements to actual results—like cost savings, conversions, and user satisfaction. Measure performance in hours, not weeks.

Built for Teams Running AI in the Real World

Whether you’re running 1 model or orchestrating full multi-agent pipelines, Handit makes your AI continuously improve—without needing to constantly intervene.

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Effectiveness

Real Results, Backed by Data

Our clients have seen measurable improvements in performance, efficiency, and ROI. Here’s how Handit.ai has transformed AI systems for businesses just like yours.

Aspe.ai

ASPE.ai was running a high-stakes agent that was silently failing every time. Within 48 hours of connecting Handit, the system identified the issue, tested fixes, and deployed the new prompts

+62.3%

Accuracy

+36%

Response relevance

+97.8%

Success rate

XBuild

XBuild’s AI was suffering from prompt drift that tanked performance across key models. Handit stepped in, ran automatic A/B tests, and deployed the top-performing versions

+34.6%

Accuracy

+19.1%

Success rate

+6600

Automatic evaluations

Stop debugging broken AI. Start making it better.

Stop chasing regressions and manually fixing prompts. Handit monitors your AI, tests improvements, and deploys what works—so you can finally scale without second-guessing your AI.

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