Abundant
Abundant
Abundant
NEW: Join our talent network!
NEW: Join our talent network!
Your AI Agents,
On Demand.
Humans for
Your AI Agents,
On Demand.
Humans for
Your AI Agents,
On Demand.
Built by experts in AI and operations from:
Built by experts in AI from:
Built by experts in AI and operations from:
Spline
Place to design and collaborate in 3D
Spline
Place to design and collaborate in 3D
Spline
Place to design and collaborate in 3D
Spline
Place to design and collaborate in 3D
Backed by
Backed by
Backed by
Call Human Experts via API
Call Human Experts via API
Get integrated with 3 lines of code
Example Use Cases
Expert Operators for Computer Agents
Handle unexpected errors and hand off to an expert. Navigate complex procedures or sensitive transactions that require oversight.
Agent Operation
Approval
Review
Moderation
Expert Operators for Computer Agents
Handle unexpected errors and hand off to an expert. Navigate complex procedures or sensitive transactions that require oversight.
Agent Operation
Approval
Review
Moderation
Expert Operators for Computer Agents
Handle unexpected errors and hand off to an expert. Navigate complex procedures or sensitive transactions that require oversight.
Agent Operation
Approval
Review
Moderation
Example Use Cases
Expert Operators for Computer Agents
Handle unexpected errors and hand off to an expert. Navigate complex procedures or sensitive transactions that require oversight.
Agent Operation
Approval
Review
Moderation
Example Use Cases
Example Use Cases
Flawless execution, every time
Flawless execution, every time
We make your agents reliable even when unexpected failures occur.
Human-in-the-Loop Reliability
Abundant's expert workforce can fill the gaps in your product experience
Seamlessly route edge cases to human operators
Maintain high performance even when models fail
Increase success rates from 60% to 100%
Human-in-the-Loop Reliability
Abundant's expert workforce can fill the gaps in your product experience
Seamlessly route edge cases to human operators
Maintain high performance even when models fail
Increase success rates from 60% to 100%
Human-in-the-Loop Reliability
Abundant's expert workforce can fill the gaps in your product experience
Seamlessly route edge cases to human operators
Maintain high performance even when models fail
Increase success rates from 60% to 100%
Human-in-the-Loop Reliability
Abundant's expert workforce can fill the gaps in your product experience
Seamlessly route edge cases to human operators
Maintain high performance even when models fail
Increase success rates from 60% to 100%
Enterprise-Ready Infrastructure
Focus on your core business, not operator management
Privacy-centric human operator network
Fully auditable decision trails
Scale human operations up or down as needed
Enterprise-Ready Infrastructure
Focus on your core business, not operator management
Privacy-centric human operator network
Fully auditable decision trails
Scale human operations up or down as needed
Enterprise-Ready Infrastructure
Focus on your core business, not operator management
Privacy-centric human operator network
Fully auditable decision trails
Scale human operations up or down as needed
Human-AI Collaboration
Effortless integration and delegation for your workflows
Purpose-built tools for human operators
Natural language task definition
Flexible workforce management
Human-AI Collaboration
Effortless integration and delegation for your workflows
Purpose-built tools for human operators
Natural language task definition
Flexible workforce management
Human-AI Collaboration
Effortless integration and delegation for your workflows
First-party support for non-technical users
Natural language task definition
Flexible workforce management
Imitation Training Data
Collect agent imitation data continuously, allowing you to improve your underlying models and prompts
Learn from human responses
Automated model improvement
Continuous system optimization
Imitation Training Data
Collect agent imitation data continuously, allowing you to improve your underlying models and prompts
Learn from human responses
Automated model improvement
Continuous system optimization
Imitation Training Data
Collect agent imitation data continuously, allowing you to improve your underlying models and prompts
Learn from human responses
Automated model improvement
Continuous system optimization
Enabling top AI companies, from
startup to enterprise
Enabling top AI companies, from
startup to enterprise
Enabling top AI companies, from
startup to enterprise
Enabling top AI companies, from
startup to enterprise
The Abundant team were critical to our /extract launch! They turned around high quality data super fast—sometimes within
The Abundant team were critical to our /extract launch! They turned around high quality data super fast—sometimes within
24h
24h
Caleb Peffer
CEO at Firecrawl
Humans in the loop are critical at this stage of AI Agent development. Abundant allows us to compete with the major AI labs and beat them to AGI.
Humans in the loop are critical at this stage of AI Agent development. Abundant allows us to compete with the major AI labs and beat them to AGI.
Div Garg
Div Garg
Div Garg
AGI Inc, Lecturer at Stanford
AGI Inc, Lecturer at Stanford
AGI Inc, Lecturer at Stanford
Wow! These guys turn around data really quickly. Highly recommended for any founders building agents.
Wow! These guys turn around data really quickly. Highly recommended for any founders building agents.
Brendon Geils
CEO at Athena Intelligence
This is undoubtedly the essential tool for every computer use and browser agent…
Long live Abundant!
This is undoubtedly the essential tool for every computer use and browser agent…
Long live Abundant!
CEO
at Stealth Browser Agent Startup
FAQs
Why do I need this tool?
If your agents are still stuck at 60-90% reliability or you want training data to build a moat around your domain-specific interactions, you need humans in the loop. Our staffing network and services make sure you don't waste hundreds of hours on sourcing, interviewing and training each candidate.
Why do I need this tool?
Why do I need this tool?
If your agents are still stuck at 60-90% reliability or you want training data to build a moat around your domain-specific interactions, you need humans in the loop. Our staffing network and services makes sure you don't waste hundreds hours on sourcing, interviewing and training each candidate.
Why do I need this tool?
If your agents are still stuck at 60-90% reliability or you want training data to build a moat around your domain-specific interactions, you need humans in the loop. Our staffing network and services makes sure you don't waste hundreds hours on sourcing, interviewing and training each candidate.
Do I need to have an AI Agent?
Do I need to have an AI Agent?
Do I need to have an AI Agent?
Do I need to have an AI Agent?
What if I need expert operators?
What if I need expert operators?
What if I need expert operators?
What if I need expert operators?
What if I need hundreds of operators?
What if I need hundreds of operators?
What if I need hundreds of operators?
What if I need hundreds of operators?
What if I need hundreds of operators?
Get Started Today
Schedule a call with our team
Abundant, Inc. © 2025.
Get Started Today
Schedule a call with our team
Abundant, Inc. © 2025.