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What is Respan?

Respan is a comprehensive AI observability and evaluation platform engineered to help teams build, monitor, and improve AI agents without guesswork. It offers deep execution tracing that captures every layer of agent behavior, including message flows, tool calls, routing decisions, memory interactions, and final outputs. Instead of providing isolated dashboards, Respan creates a unified closed-loop system that connects observability, evaluation, optimization, and deployment. Teams can establish metric-first evaluation frameworks centered on accuracy, reliability, safety, cost efficiency, and other mission-critical performance indicators. Capability evaluations allow teams to hill-climb new features, while regression suites protect previously validated behaviors from breaking. Multi-trial testing accounts for non-deterministic model outputs, ensuring statistically meaningful performance analysis. Respan’s AI-powered evaluation agent analyzes failures across runs, pinpoints root causes, and recommends which tests should graduate or be expanded. The platform integrates seamlessly with leading AI providers and ecosystems, including OpenAI, Anthropic, AWS Bedrock, Google Vertex AI, LangChain, and LlamaIndex. It is built to handle production workloads at massive scale, supporting organizations processing trillions of tokens. Enterprise-grade compliance standards—including ISO 27001, SOC 2 Type II, GDPR, and HIPAA—ensure data security and privacy. With SDKs, integrations, and prompt optimization tools, Respan empowers engineering and product teams to debug faster, reduce production risk, and ship more reliable AI agents.

What is Okareo?

Okareo is an innovative platform designed for the advancement of AI development, enabling teams to build, test, and monitor their AI agents with confidence. The platform incorporates automated simulations that uncover edge cases, system conflicts, and potential failures before the deployment phase, thus guaranteeing the strength and dependability of AI functionalities. With features for real-time error detection and intelligent safety measures, Okareo aims to prevent hallucinations and maintain accuracy in live operational environments. It continually enhances AI performance by leveraging domain-specific data and insights derived from actual usage, which improves relevance and effectiveness, ultimately resulting in a boost in user satisfaction. By translating agent behaviors into actionable insights, Okareo empowers teams to pinpoint successful approaches, identify improvement areas, and establish future priorities, thereby significantly increasing business value beyond mere log analysis. Furthermore, Okareo facilitates collaboration and scalability, making it suitable for AI projects of varying sizes, which positions it as an essential tool for teams striving to deliver high-quality AI applications with efficiency and efficacy. This flexibility ensures that teams can adapt swiftly to evolving demands and challenges in the ever-changing AI landscape, empowering them to maintain a competitive edge.

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Integrations Supported

Claude
Codestral
Codestral Mamba
GPT-4
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Enterprise
Gemini Nano
Mathstral
Ministral 3B
Ministral 8B
Mistral Large
Mistral Small
Mixtral 8x22B
Mixtral 8x7B
Pixtral Large

Integrations Supported

Claude
Codestral
Codestral Mamba
GPT-4
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Enterprise
Gemini Nano
Mathstral
Ministral 3B
Ministral 8B
Mistral Large
Mistral Small
Mixtral 8x22B
Mixtral 8x7B
Pixtral Large

API Availability

Has API

API Availability

Has API

Pricing Information

$0/month
Free Trial Offered?
Free Version

Pricing Information

$199 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Respan

Date Founded

2023

Company Location

United States

Company Website

www.respan.ai/

Company Facts

Organization Name

Okareo

Date Founded

2023

Company Location

United States

Company Website

okareo.com

Categories and Features

DevOps

Approval Workflow
Dashboard
KPIs
Policy Management
Portfolio Management
Prioritization
Release Management
Timeline Management
Troubleshooting Reports

Categories and Features

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