Fundraising Fox
/Companies
Sign in

Abundant

YC F24

San Francisco, US · Founded 2024 · 7 employees · Hiring · 8 known investors

Find your way into Abundant

Sign up to see every warm intro you have to Abundant

  • Paths you didn't know you had: your email and LinkedIn already hold routes to the Abundant team. We find them for you
  • 2nd- and 3rd-degree connections: the friend-of-a-friend routes that take hours to manually find through your inbox or LinkedIn
  • Answers now, not in days: momentum is everything in a raise. Skip asking around whether someone knows someone

Days of research, done the moment you sign in, with every route ranked by how warm it is.

Sign up with GoogleAlready have an account? Log in

Abundant creates simulation environments and datasets for reinforcement learning, serving AI researchers and enterprises training autonomous systems. The company generates synthetic training data and simulated agent interactions to address data scarcity in AI model development.

Also known as Abundant (prev. Scorecard)

AI & Machine LearningEnterprise SoftwareAIOpsArtificial IntelligenceAPIAIUnited States of AmericaAmerica / Canada

Founders & leadership· Y Combinator alumni (F24)

Abundant was founded in 2024 by Jesse Hu, Meji Abidoye, and Ke Huang.

JHJesse Hu
Jesse HuCo-FounderJesse Hu previously worked as a machine learning engineer at Waymo.
MAMeji Abidoye
Meji AbidoyeFounder
KHKe Huang
Ke HuangCo-FounderFounder of Abundant, which develops simulation environments and datasets for reinforcement learning and autonomous systems training.
SB
Steven BucciniHiring Manager
VP
Vikram PillavellaSPL
BP
Brian PahngRecruiterformer

Investors · 8

BaselinereportedDublin · $117K

How we know: Y Combinator's founder network · Not right? Tell us

foobar.vcreportedReykjavik

How we know: Y Combinator's founder network · Not right? Tell us

Llama venturesreported

How we know: Y Combinator's founder network · Not right? Tell us

New Orderreported

How we know: Y Combinator's founder network · Not right? Tell us

Pear VCreportedSan Francisco · $150K – $4M

How we know: Y Combinator's founder network · Not right? Tell us

SemiAnalysis CapitalreportedSan Francisco

How we know: Y Combinator's founder network · Not right? Tell us

Singularity Venturesreported

How we know: Y Combinator's founder network · Not right? Tell us

Founder mafia

2 people who came through Abundant went on to found or lead other companies.

Jesse HuFounderFounded ScorecardRitam RanaEngineeringFounded Knowlify

Related companies · 10

AquantAquant offers an agentic AI platform for service teams — technicians, call center reps, and service leaders — providing troubleshooting guidance, a voice-enabled assistant, repair history, and analytics that turn service data into actionable insights. It is designed for enterprise field service and support operations to increase resolution rates and team capacity.
PoplarMLPoplarML provides tooling to deploy machine learning models to GPU infrastructure and expose them as scalable API endpoints with minimal configuration.
NaviantNaviant is an intelligent automation consulting firm that helps organizations implement end-to-end business process automation, agentic AI, and data governance solutions. The company serves enterprises seeking to optimize operations through data intelligence and process automation across various industries.
BaserunBaserun provides testing and observability tools for LLM applications, helping teams monitor latency, costs, and output quality while debugging and evaluating model behavior.
Avathon (spark)Avathon develops an AI-powered technology platform for industrial operations that extends the lifespan of critical infrastructure and enables autonomous industrial processes. The company serves industrial operations teams managing complex infrastructure systems.
AtlaAtla provides debugging and monitoring tools for AI agents, using LLM-based evaluation to identify error patterns in agent behavior and suggest targeted improvements. The platform integrates with popular agent frameworks like LangChain and CrewAI, offering developers real-time insights into agent failures and performance issues.
PromptLoopPromptLoop is a spreadsheet platform that enables users to integrate and run AI models on tabular data to generate insights and automate research workflows. The tool is designed for spreadsheet users seeking flexible, verifiable AI capabilities.
WaydevWaydev is an engineering intelligence platform that analyzes code activity and toolchain data to surface visibility into software development processes and measure engineering team productivity. The platform serves enterprise engineering teams seeking to understand and optimize their development workflows, including AI adoption impact and team performance metrics.
InfleqtionInfleqtion builds neutral-atom quantum computers, precision quantum sensors, and related software, and works on integrated photonics to scale quantum systems. It serves governments, corporations, and research institutions across sectors such as defense, national security, energy, and space, with installations in the US, UK, Japan, and Australia.
Query VaryQuery Vary provides a no-code platform for building workflows that connect software inputs to large language models and output integrations, enabling tasks like data extraction from transcripts, documentation chatbots, and form-to-report automation.

Companies working in the same space as Abundant.

Legal entities · 1

corporate structure
Abundant, Inc.

In the news

10 startups to watch from Y Combinator's W25 Demo Daytechcrunch.com · Mar 2025

Frequently asked questions

What does Abundant do?
Abundant creates simulation environments and datasets for reinforcement learning, serving AI researchers and enterprises training autonomous systems. The company generates synthetic training data and simulated agent interactions to address data scarcity in AI model development.
Who founded Abundant?
Abundant was founded by Jesse Hu, Meji Abidoye, Ke Huang in 2024.
Who are Abundant's investors?
Abundant's investors include Y Combinator, Baseline, foobar.vc, Llama ventures, New Order, Pear VC, SemiAnalysis Capital, Singularity Ventures.
Where is Abundant headquartered?
Abundant is headquartered in San Francisco, US.