Tool overview
Respan is listed under AI Infrastructure & MLOps AI tools.
What is Respan?
Respan, formerly Keywords AI, combines agent tracing, observability, evaluations, datasets, prompt management, releases, monitoring, and an OpenAI-compatible gateway. Teams can start free, use cloud collaboration, or request self-hosted enterprise deployment and compliance controls.
Best for
AI teams operating and improving production agents across multiple models
Who is it for?
Decision note
Best for teams that want tracing, evaluation, prompt operations, and a model gateway in one cloud platform with an enterprise self-hosting path.
Key features
Agent tracing, observability, and cost monitoring
Datasets, evaluators, annotation, and prompt management
OpenAI-compatible gateway for hundreds of models
Cloud plans plus self-hosted Enterprise deployment
Use cases
Debug and monitor production AI agents
Evaluate prompts and model behavior
Manage prompt releases and experiments
Route model requests through one gateway
Pros
- Free plan requires no credit card
- Team plan includes full platform collaboration
- Gateway exposes an OpenAI-compatible endpoint
Limitations
Observability and evaluation depend on representative data, instrumented traces, and reviewed metrics. Teams must secure API keys, control captured data, validate automated scores, and investigate failures before changing production behavior.
Pricing details
Billing options
Pricing note
Free costs $0 with 100,000 logs, 1,000 scores, five datasets, two evaluators, and five prompts. Team costs $199 per month when billed yearly. Enterprise is custom and can add self-hosting, higher limits, SLAs, dedicated support, and compliance options.
Supported languages
- English
Integrations
OpenAI
Anthropic
Azure OpenAI
AWS Bedrock
LangChain
LlamaIndex
OpenTelemetry
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