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In order to build a society that can place trust in intelligent agents to perform sensitive tasks, we must ensure our technology is transparent, reliably safe, and secure.

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Workflows
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Skills
Report Generation
Send Email
Safety Checks
Interfaces
API
User portal with chat interface
Interfaces
API
User portal with chat interface
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API
User portal with chat interface
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Sequential Request Processing
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Distributed Request Processing
Scale out performance
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100 Requests/month
(Rate limits top up on request)
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Unlimited
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Not Included
Rate Limits
2000 Requests/month
Support
Email Support
Dedicated Support Team
Prioritized Resolution
Bootstrapping Use cases
Support
Email Support
Prioritised Resolution
Infrastructure
Emergence Cloud
Infrastructure
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Infrastructure
Emergence Cloud
Private VPC
Observability
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Observability
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Observability
Hosted Dashboard for Platform Usage
Free
START NOW
Premium
$200
/month
START NOW
Enterprise
Pricing tailored to your needs
TALK TO US
Capabilities
Workflows
Web Automation
Content Moderation
Skills
Report Generation
Send Email
Safety Checks
Capabilities
Workflows
Web Automation
Content Moderation
Skills
Report Generation
Send Email
Safety Checks
Capabilities
Solutions
Data Analysis
Compliance
Test Automation
Enterprise Assistant
Workflows
Web Automation
(with Browser Streaming)
Content Moderation
Enterprise Connectors & Integrations
RAG System
Bring Your Own Agent
Skills
Report Generation
Send Email
Safety Checks
Interfaces
API
User portal with chat interface
Interfaces
API
User portal with chat interface
Interfaces
API
User portal with chat interface
Request processing
Sequential Request Processing
Request processing
Sequential Request Processing
Request processing
Distributed Request Processing
Scale out performance
Rate Limits
100 Requests/month
(Rate limits top up on request)
Rate Limits
2000 Requests/month
Rate Limits
Unlimited
Support
Email Support
Support
Email Support
Prioritised Resolution
Support
Email Support
Dedicated Support Team
Prioritised Resolution
Bootstrapping Use cases
Infrastructure
Emergence Cloud
Infrastructure
Emergence Cloud
Infrastructure
Emergence Cloud
Private VPC
Observability
None
Observability
None
Observability
Hosted Dashboard for Platform Usage
Disclaimer: Pricing is subject to change
Search Publications
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2025
2024
December
April
Benchmarking of AI Agents: A Perspective
Prasenjit Dey, Ravi Kokku
Foundational AI/NLP
Networked Systems
Multimodal Systems
2025
2024
September
February
SEAL: Suite for Evaluating API-use of LLMs
Woojeong Kim, Ashish Jagmohan, Aditya Vempaty
Foundational AI/NLP
2025
2024
October
February
Multimodal Auto Validation For Self-Refinement in Web Agents
Ruhana Azam, Tamer Abuelsaad, Aditya Vempaty, Ashish Jagmohan
Foundational AI/NLP
2025
2024
July
February
Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems
Tamer Abuelsaad, Deepak Akkil, Prasenjit Dey, Ashish Jagmohan, Aditya Vempaty, Ravi Kokku
Foundational AI/NLP
2025
2024
August
February
Transformer Layers as Painters
Qi Sun , Marc Pickett , Aakash Nain, Llion Jones
Foundational AI/NLP
2025
2024
July
March
Better RAG using Relevant Information Gain
Marc Pickett, Jeremy Hartman, Ayan Kumar, Bhowmick Raquib-ul Alam, Aditya Vempaty
Foundational AI/NLP
2025
2024
August
February
Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization
Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Kumar Bhowmick, Aditya Vempaty, Pawan Goyal, Niloy Ganguly, Prasenjit Dey, Ravi Kokku
Foundational AI/NLP
2024
2024
July
December
Building a Domain-specific Guardrail Model in Production
Mohammad Niknazar, Paul V Haley, Latha Ramanan, Sang T. Truong, Yedendra Shrinivasan, Ayan Kumar Bhowmick,, Prasenjit Dey, Ashish Jagmohan, Hema Maheshwari, Shom Ponoth, Robert Smith, Aditya Vempaty, Nick Haber, Sanmi Koyejo, Sharad Sundararajan
Domain-Specific Customizations and Solutions
2024
2024
August
December
The Ungrounded Alignment Problem
Marc Pickett , Aakash Kumar Nain , Joseph Modayil , Llion Jones
2025
2019
July
March
Automatic Generation of Leveled Visual Assessments for Young Learners
Nagar, S., Dey, P., & Jain, M.
Multimodal Systems
2025
March
VisualMath: An Automated Visualization System for Understanding Math Word-Problems
Utkarsh Dwivedi, Prasenjit Dey, Nitendra Rajput, Blessin Varkey
Multimodal Systems
2024
2024
June
December
On the Persona-based summarization of Domain-Specific Summarization
Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Kumar Bhowmick, Pawan Goyal, Niloy Ganguly, Prasenjit Dey, Ravi Kokk
Sequential Decision Making
Foundational AI/NLP
2024
2024
July
December
Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems
Tamer Abuelsaad, Deepak Akkil, Prasenjit Dey, Ashish Jagmohan, Aditya Vempaty, Ravi Kokku
Foundational AI/NLP
2024
2024
July
December
MathViz-E: A Case-study in Domain-Specialized Tool-Using Agents
Arya Bulusu, Brandon Man, Ashish Jagmohan, Aditya Vempaty, Jennifer Mari-Wyka , Deepak Akkil
Domain-Specific Customizations and Solutions
2024
2020
February
December
Modeling of human information processing in hard-soft fusion
A. Vempaty
Human-machine systems
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