Scorecard
Category: AI Agents
Scorecard is an AI agent evaluation platform that provides tools to test, evaluate, optimize, and ship enterprise AI agents, enabling developers to run tens of thousands of tests daily and ship trusted AI 100x faster. Scorecard was founded in 2024. The company is led by Darius Emrani. Based in San Francisco, CA, USA. Team size: 1-10. Total funding raised: $3.75M. Latest round: Seed, $3.75M, 2025-09-25, led by Kindred Ventures. Key investors include Kindred Ventures, Neo, Inception Studio, Tekton Ventures, Sheryl Sandberg (angel), Angel investors from OpenAI, Apple, Waymo, Uber, Perplexity, Meta.
- Founded
- 2024
- Headquarters
- San Francisco, CA, USA
- Team size
- 1-10
- Total funding
- $3.75M
Value proposition
Enables rapid iteration and deployment of trusted AI agents by providing comprehensive, high-speed, and large-scale evaluation tools, reducing manual testing time from months to seconds.
Products and solutions
AI agent evaluation platform, AI risk management tools (for agents), Performance testing and optimization tools for AI agents, Validated metric library for AI performance, Scorecard Playground for prototyping and comparison
Unique value
Specializes in high-speed, large-scale testing and evaluation specifically for AI agents, leveraging deep expertise from autonomous vehicle development (Waymo) to bring robust evaluation methodologies to a broader market.
Target customer
Developers and enterprises building and deploying AI agents.
Industries served
Technology, Autonomous Vehicles, Any industry deploying AI agents
Technology advantage
Proprietary evaluation platform designed for rapid, large-scale testing of AI agents, enabling faster iteration and deployment of reliable AI, with a focus on millions of simulations.
How they differentiate
Focus on high-speed, large-scale testing and evaluation specifically for AI agents, drawing on deep expertise from autonomous vehicle development to ensure robust and reliable AI deployment, and backed by a strong network of AI industry angels.
Main competitors
Galileo AI, LangWatch, Maxim AI
Key partnerships
Kindred Ventures, Neo, Inception Studio, Tekton Ventures, Angel investors from OpenAI, Apple, Waymo, Uber, Perplexity, Meta
Major milestones
Raised $3.75M in Seed funding (September 2025), Launched AI agent evaluation platform, Founded by former Waymo engineer Darius Emrani
Growth metrics
N/A (private company, early stage)
Market positioning
Emerging leader in the specialized market of AI agent evaluation and testing, targeting developers and enterprises building advanced AI agents.
Geographic focus
Primarily focused on the US market (San Francisco based), with a global reach for AI agent development teams.
Patents and IP
No specific patents disclosed publicly.
About Darius Emrani
Led product teams building critical technologies at Waymo, where he helped grow the simulation & evaluation team from a few dozen to over 200 engineers. Former autonomous vehicle engineer, specialized in simulation systems at scale.
Official website: https://www.scorecard.io