Work Here?
Overview
Abundant offers a human-in-the-loop platform that makes AI agents reliable in production by using an on-demand team of experts to intervene when AI encounters edge cases, especially in healthcare, legal, and finance. The AI handles routine tasks and, when stuck, calls the Human Intelligence API; a human completes the task and hands control back, with every interaction recorded to generate labeled data for continuous model improvement. Clients access a performance analytics dashboard to monitor these interventions. By combining dedicated human oversight with automatic data generation, Abundant aims to boost AI accuracy and task success for advanced AI labs, startups, and enterprises building multimodal agent-powered systems.
About Abundant
Industries
Data & Analytics
Enterprise Software
AI & Machine Learning
Healthcare
Company Size
11-50
Company Stage
Seed
Total Funding
$130K
Headquarters
San Francisco, California
Founded
2024
Get referred to Abundant
See people who can refer or advise you
Simplify's Take
What believers are saying
- YC lists Abundant as active in July 2026, signaling continued company momentum.
- 2026 buyers demand audit trails, escalation paths, and measurable reliability in production.
- Abundant fits regulated healthcare, legal, and finance workflows where hallucinations are unacceptable.
What critics are saying
- Abundant faces direct competition from LangSmith, Langfuse, Braintrust, and Confident AI.
- OpenAI Operator, Anthropic Computer Use, and Cognition Devin reduce demand for manual fallback.
- If automation improves faster than human escalation economics, Abundant becomes a costly stopgap.
What makes Abundant unique
- Human operators restore AI agents at edge cases, turning failures into closed-loop workflows.
- Founders come from Waymo, YouTube, Brex, and AWS, bringing systems and compliance experience.
- YC Fall 2024 backing and a recorded human-intervention dataset support early distribution.
Help us improve and share your feedback! Did you find this helpful?
Funding
Total Funding
$130k
Below
Industry Average
Funded Over
1 Rounds
Y CombinatorIndustry standards
Benefits
Health Insurance
Dental Insurance
Vision Insurance
Growth & Insights
6 month growth
↑ 17%1 year growth
↑ 17%2 year growth
↑ 30%Abundant is Hiring for 6 Jobs on Simplify!
Find jobs on Simplify and start your career today
About Abundant
Industries
Data & Analytics
Enterprise Software
AI & Machine Learning
Healthcare
Company Size
11-50
Company Stage
Seed
Total Funding
$130K
Headquarters
San Francisco, California
Founded
2024
Abundant is Hiring for 6 Jobs on Simplify!
Find jobs on Simplify and start your career today