Keywords AI, Inc.
Respan provides a unified LLM engineering platform for observability, evaluations, and gateway management for AI agents.
At a Glance
- AI Startups
- Enterprise LLM Teams
- DevOps for AI
AI Tools by Keywords AI, Inc.
(1)
Respan
LLMOps Platform for AI Agents
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Latest News
Respan Raises $5M Seed Round Led by Gradient Ventures
Keywords AI Rebrands as Respan to Focus on AI Observability
Keywords AI Launches on Product Hunt and Y Combinator Demo Day
Keywords AI Selected for Y Combinator W24 Batch
Products & Services
A unified LLM gateway to manage multiple models with a single API.
Tracing and monitoring tool for AI agent behavior and performance.
Framework for evaluating LLM outputs and prompt performance automatically.
Tools to refine and optimize prompts for better model performance.
Market Position
Respan unifies the LLM stack, moving beyond simple gateway routing to proactive observability and 'self-driving' evals.
Leadership
Founders
Andy Li
Co-founder & CEO. Previously a designer at Apple where he worked on hardware and UI for products like AirPods 4. Education: University of Illinois Urbana-Champaign (Mechanical Engineering).
Raymond Huang
Co-founder & CTO. Education: University of Illinois Urbana-Champaign (Mechanical Engineering).
Hendrix Liu
Co-founder & Head of Sales. Joined the team in early 2023. Previously worked on product and growth.
Executive Team
Andy Li
CEO
Ex-Apple Designer, UIUC Mechanical Engineering.
Raymond Huang
CTO
UIUC Mechanical Engineering graduate.
Board of Directors
Founding Story
Founded by Andy Li and Raymond Huang, who were mechanical engineering classmates at UIUC. They started in a hacker house in 2023, initially building a job search tool before pivoting to AI infrastructure to solve the lack of observability in LLM applications.
Business Model
Revenue Model
Usage-based subscription model based on traces and API calls.
Pricing Tiers
10,000 traces/month
100,000 traces/month
Unlimited traces, dedicated support
Target Markets
- AI Startups
- Enterprise LLM Teams
- DevOps for AI
- AI Agent behavior monitoring
- LLM application scaling
- Performance evaluation for AI products
- Street.co.uk
- Over 100 startups and enterprise teams