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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 Netra?

Netra is the reliability platform for AI agents, enabling teams to observe, evaluate, simulate, and continuously improve every decision their agents make, so they can ship with confidence and identify regressions before they reach users. Built on OpenTelemetry, SOC2 Type II certified, and compliant with GDPR and HIPAA. Key Features 1. Observability: Full-fidelity tracing that covers every phase of multi-step, multi-agent, and multi-tool workflows. Each reasoning step, LLM call, tool invocation, and retrieval is captured in full, with inputs, outputs, timing, and cost recorded at every stage. 2. Evaluation: Automated quality scoring on every agent decision, powered by built-in rubrics, custom LLM-as-judge and code evaluators, and online evaluations on live traffic. Automated checks ensure regressions are caught and stopped before they reach production. 3. Simulation: Agents are stress-tested against thousands of real and synthetic scenarios before going live. Teams can run diverse personas, conduct A/B comparisons against a baseline, and quantify confidence levels before any user interaction. 4. Prompt Management: Every prompt is versioned, lineage-tracked, and rollback-safe. Every production response can be traced back to the exact prompt version that generated it, ensuring complete accountability and control. Netra is built on OpenTelemetry, making it compatible with any OTLP-compliant backend and ensuring teams can get started with just 2 to 3 lines of code. It integrates with 14+ LLM providers including OpenAI, Anthropic, Google Gemini, and AWS Bedrock, and 12+ AI frameworks including LangChain, LangGraph, CrewAI, and LlamaIndex. The platform is SOC2 Type II certified and compliant with GDPR and HIPAA, with strict US and EU data residency and zero cross-region data sharing. Enterprise teams get on-premise deployment, isolated databases, and SSO. Available on a Free plan, a Pro plan at $39 per month, and custom Enterprise plan.

Media

Media

No images available

Integrations Supported

Claude
Codestral
CrewAI
GPT-3.5
GPT-4
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Pro
Google AI Plus
LangChain
LlamaIndex
Mistral 7B
Mistral NeMo
Mixtral 8x22B
Mixtral 8x7B
OpenTelemetry
Pixtral Large

Integrations Supported

Claude
Codestral
CrewAI
GPT-3.5
GPT-4
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Pro
Google AI Plus
LangChain
LlamaIndex
Mistral 7B
Mistral NeMo
Mixtral 8x22B
Mixtral 8x7B
OpenTelemetry
Pixtral Large

API Availability

Has API

API Availability

Has API

Pricing Information

$0/month
Free Version
Free Trial Offered?

Pricing Information

$39/month
Free Version
Free Trial Offered?

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

Netra

Date Founded

2025

Company Website

getnetra.ai/

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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