AfterQuery Patronus AI

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AfterQuery:

About

AfterQuery is an applied research platform designed to create high-quality training data for frontier artificial intelligence models by capturing how real experts think, reason, and solve problems in professional contexts. It focuses on transforming real-world work into structured datasets that go beyond simple outputs, encoding decision-making processes, tradeoffs, and contextual reasoning that traditional internet-sourced data cannot provide. It works directly with domain experts to generate supervised fine-tuning data, including prompt–response pairs and detailed reasoning traces, as well as reinforcement learning datasets with expert-designed prompts and grading frameworks that convert subjective judgment into scalable reward signals. It also builds custom agent environments across APIs and tools, enabling models to be trained and evaluated in realistic workflows, and captures computer-use trajectories that demonstrate how humans interact with software step by step.
Patronus AI:

About

Patronus AI provides frontier AI labs with training data, tasks, and simulated environments for reinforcement learning. The company builds RL environments that replicate real-world digital workflows across software engineering, computer use, customer support, and financial services. Each environment pairs simulated applications with tasks and reward signals, so models can practice long-horizon, multi-step work under realistic conditions such as latency, interface changes, and unexpected pop-ups. Patronus AI also develops Digital World Models, AI models trained to predict how digital environments behave, which are used to generate and evolve training environments at scale as models improve. Its work spans reinforcement learning environments and digital world models for agents operating in software, supporting post-training, benchmarking, and evaluation of frontier AI models and agents.
AfterQuery:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
Patronus AI:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
AfterQuery:

Audience

AI researchers, developers, and enterprises building advanced models who need high-quality, expert-driven training data to improve reasoning and real-world task performance
Patronus AI:

Audience

Frontier AI labs training and evaluating AI models and agents
AfterQuery:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
Patronus AI:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
AfterQuery:

API

Offers API Supported
Patronus AI:

API

Offers API Supported
AfterQuery:

Screenshots and Videos

Patronus AI:

Screenshots and Videos

AfterQuery:

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported
Patronus AI:

Pricing

Custom pricing based on project scope. Contact Patronus AI to discuss.
Free Version Not Supported
Free Trial Not Supported
AfterQuery:

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software
Patronus AI:

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software
AfterQuery:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
Patronus AI:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
AfterQuery:

Company Information

AfterQuery
Founded: 2025
United States
www.afterquery.com
Patronus AI:

Company Information

Patronus AI
Founded: 2023
United States
www.patronus.ai/
AfterQuery:

Alternatives

Patronus AI:

Alternatives

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Turing

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LongCat-2.0

LongCat-2.0

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Alignerr

Alignerr

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Patronus AI:
MiniMax M2.5

MiniMax M2.5

MiniMax
AfterQuery:

Categories

Patronus AI:

Categories

Patronus AI:

Artificial Intelligence Features

Chatbot Not Supported
For eCommerce Not Supported
For Healthcare Not Supported
For Sales Not Supported
Image Recognition Not Supported
Machine Learning Supported
Multi-Language Not Supported
Natural Language Processing Supported
Predictive Analytics Not Supported
Process/Workflow Automation Not Supported
Rules-Based Automation Not Supported
Virtual Personal Assistant (VPA) Not Supported
AfterQuery:

Integrations

Model Context Protocol (MCP) Supported
Patronus AI:

Integrations

Model Context Protocol (MCP) Not Supported
AfterQuery:
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Patronus AI:
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