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Humanloop
Enterprise-grade LLM evaluation platform for building reliable AI products at scale
About Humanloop
Humanloop is an enterprise platform designed to evaluate, manage, and optimize large language models for production environments. The platform provides centralized prompt management, versioning, and A/B testing capabilities, enabling teams to systematically improve LLM performance before deployment. Humanloop addresses the critical challenge of ensuring LLM reliability by offering comprehensive evaluation frameworks, human feedback collection, and continuous monitoring of model outputs. Through AiDOOS, organizations gain enhanced governance over LLM deployments, streamlined integration with existing AI workflows, and scalable evaluation processes that support rapid iteration. The platform is trusted by innovative companies like Gusto, Vanta, and Duolingo, enabling them to build robust AI products with measurable quality improvements. Humanloop's integrated approach to prompt optimization, testing, and deployment ensures consistent, high-quality results across real-world scenarios.
Challenges It Solves
- Difficulty systematically evaluating LLM outputs at scale with consistent quality metrics
- Lack of centralized prompt versioning and management across distributed teams
- Uncertainty about LLM reliability and performance before production deployment
- Challenges collecting and incorporating human feedback into model optimization loops
- Inability to monitor and measure LLM quality degradation in production
Use Cases
LLM Model Selection and Optimization
Enterprise teams use Humanloop to evaluate multiple LLM models and prompt variations, systematically identifying the best performers for their specific use cases before production deployment.
Prompt Engineering and Iteration
Product teams leverage centralized prompt management to version, test, and optimize prompts collaboratively, ensuring consistent quality across all LLM applications.
Quality Assurance and Production Monitoring
Organizations monitor LLM outputs in production, collect human feedback, and trigger retraining cycles when quality degrades, maintaining reliability at scale.
Compliance and Governance
Enterprises use Humanloop's audit trails and evaluation records to demonstrate LLM safety, bias testing, and quality assurance for regulatory compliance.
Pricing
Pricing available on request
Humanloop pricing is customized based on your team size, integrations, and requirements. AiDOOS will get you a scoped proposal — for free.
Key Features
Centrally version, organize, and deploy prompts
Eliminates prompt sprawl and ensures version controlCompare model variants and prompt iterations systematically
Data-driven decisions on model and prompt selectionCollect and incorporate human evaluations into optimization
Continuously improve LLM quality with real-world feedbackTrack LLM performance and quality metrics in real-time
Proactive detection and remediation of quality issuesBuild custom metrics and automated evaluation pipelines
Standardized, repeatable evaluation across all modelsProgrammatic access to all evaluation and management functions
Seamless integration into existing AI workflowsReviews
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Enterprise Readiness
Integrations
7 total appsNative integration with GPT-3.5 and GPT-4 for prompt management and evaluation
Comprehensive support for Claude models with full evaluation capabilities
Integration with Google's large language models for testing and optimization
Workflow integration for team notifications and approval processes
Version control integration for prompt and configuration management
Monitoring integration for LLM performance tracking and alerting
Custom integrations via webhook support for internal systems
AiDOOS Managed Deployment
Deploy Humanloop in
AiDOOS handles setup, CRM integration, SSO config, and user provisioning. Your team goes live — not your IT department.
Prerequisites
Configuration Options
A Virtual Delivery Center for Humanloop
Pre-vetted experts and AI agents in the loop, assembled as a delivery pod. Pay in Delivery Units — universal pricing across roles, seniority, and tech stacks. No hiring, no contracting, no procurement cycle.
- Plans from $2,000 — Starter Pack, 10 Delivery Units, 90 days
- Refundable on unused Delivery Units, anytime — no questions asked
- Re-delivery guarantee on acceptance miss
- Pre-flight delivery sizing — you see the plan before you commit
How a Virtual Delivery Center delivers Humanloop
Outcome-based delivery via AiDOOS’s VDC model. Why VDC vs traditional consulting? →
Outcome-Based
Pay for results, not hours
Milestone-Driven
Clear deliverables at each phase
Expert Network
Access to certified specialists