Agent Resource Management Software
Real-time LLM observability & monitoring
for production AI agents
Real-time LLM observability & monitoring for production AI agents
Detect vulnerabilities, optimize performance & ensure compliance for every ai agent from prompt to production
Detect vulnerabilities, optimize performance & ensure compliance for every ai agent from prompt to production
Acme, Inc.
ARMS
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Dashboard Acme, Inc.
17
Active Projects
17
In Active Projects
8.2M
Total Tokens
920ms
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Ault Farms Operations Services
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XYZ Corporation IT Services
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it-services.doc
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ABC Company Marketing Campaign
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marketing-campaign.doc
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DEF Company Consulting Services
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consulting-services.doc
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design-services.doc
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development-services.doc
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MNO Corporation Marketing Services
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Trusted by
key features
" Trusted by industry leaders across healthcare, finance & logistics "
" Trusted by industry leaders across healthcare, finance & logistics "
Take AI Agents to Production and Keep Them Reliable—End-to-End LLM Observability, Evaluation, and Monitoring
Take AI Agents to Production and Keep Them Reliable—End-to-End LLM Observability, Evaluation, and Monitoring
Healthcare
Finance
Logistics & Operations
45-60 min →
5 min
5X volume increase
97% accuracy
65% cost reduction
98% success rate
97% accuracy
Finance
The Challenge
Manual extraction of data from corporate earnings reports was time-consuming (45-60 minutes per report), inconsistent, error-prone, and resource-intensive—leading to missed publishing windows and analyst burnout during peak reporting seasons.
The ARMS Solution
ARMS provided real-time monitoring, validation traceability, and confidence scoring dashboards across AI agents processing structured data extraction, ensuring accuracy, speed, and audit-ready compliance for financial news publication.
Impact
Time-to-insight reduced by 90%
Daily report coverage dramatically expanded
With confidence scoring for editor review
Per report processing costs slashed
Real-time publishing reliability
Healthcare
Finance
Logistics & Operations
15-20 days → minutes
>95% Accuracy
Full traceability
Healthcare
The Challenge
Novartis faced operational inefficiency processing handwritten and typed insurance forms, requiring repeated IVR interactions and manual transcription—error-prone and time-consuming at scale.
The ARMS Solution
ARMS provided real-time monitoring and traceability across orchestrated AI agents (STT, TTS, Connectors, Summarizers), ensuring every prompt, interaction, and data extraction was logged for compliance and performance optimization.
Impact
End-to-end automation reduced manual work from weeks to minutes.
Patient demographics and provider details extracted with audit-ready compliance.
ARMS dashboards enabled transparent logs for regulatory audits and operational reviews.
Healthcare
Healthcare
The Challenge
Novartis faced operational inefficiency processing handwritten and typed insurance forms, requiring repeated IVR interactions and manual transcription—error-prone and time-consuming at scale.
The ARMS Solution
ARMS provided real-time monitoring and traceability across orchestrated AI agents (STT, TTS, Connectors, Summarizers), ensuring every prompt, interaction, and data extraction was logged for compliance and performance optimization.
Impact
End-to-end automation reduced manual work from weeks to minutes.
Patient demographics and provider details extracted with audit-ready compliance.
ARMS dashboards enabled transparent logs for regulatory audits and operational reviews.
15-20 days → minutes
>95% Accuracy
Full traceability
Finance
Finance
Impact
Time-to-insight reduced by 90%
Daily report coverage dramatically expanded
With confidence scoring for editor review
Per report processing costs slashed
Real-time publishing reliability
The Challenge
Manual extraction of data from corporate earnings reports was time-consuming (45-60 minutes per report), inconsistent, error-prone, and resource-intensive—leading to missed publishing windows and analyst burnout during peak reporting seasons.
The ARMS Solution
ARMS provided real-time monitoring, validation traceability, and confidence scoring dashboards across AI agents processing structured data extraction, ensuring accuracy, speed, and audit-ready compliance for financial news publication.
45-60 min →
5 min
97 accuracy
5X Volume increase
65% cost reduction
98% success rate
Logistics & Operations
Logistics & Operations
The Challenge
Manual timesheet reconciliation across validators, reviewers, and finance teams was slow, error-prone, and lacked visibility into job-level margins and low-profit operations—impacting resource allocation and profitability.
The ARMS Solution
ARMS delivered real-time monitoring, validation traceability, and configurable dashboards across OCR-based timesheet processing agents, enabling instant exception detection, job-level margin reporting, and audit-ready compliance.
Impact
Processing time reduced from hours to minutes per timesheet.
Data validation across diverse timesheet formats.
Real-time alerts and reporting improved resource allocation.
Significant reduction in manual reconciliation efforts.
Hours → minutes
Cost savings
Job-level margin intelligence
95% accuracy
Compliance & certifications
ARMS helps you meet the strictest standards and regulations:
Frequently asked questions
Frequently asked questions
How does ARMS detect LLM hallucinations?
How does ARMS detect LLM hallucinations?
How does ARMS detect LLM hallucinations?
Can ARMS integrate with custom LLMs?
Can ARMS integrate with custom LLMs?
Can ARMS integrate with custom LLMs?
What compliance features does ARMS provide?
What compliance features does ARMS provide?
What compliance features does ARMS provide?
How quickly can I deploy ARMS?
How quickly can I deploy ARMS?
How quickly can I deploy ARMS?
Who uses ARMS?
Who uses ARMS?
Who uses ARMS?
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Products
ARMS
Guardrails
Orchestrator
Prompthub
Careers
Blogs
Partners
AWS
Azure
GCP
IBM Cloud
Snowflake
Databricks
Compliance
SOC 2
ISO 27001
GDPR
CCPA
HIPAA
Privacy policy | Disclaimer | © 2025 Elsai Foundry. All Rights Reserved.
CONTACT US
info@elsafoundry.ai
Products
ARMS
Guardrails
Orchestrator
Prompthub
Careers
Blogs
Partners
AWS
Azure
GCP
IBM Cloud
Snowflake
Databricks
Compliance
SOC 2
ISO 27001
GDPR
CCPA
HIPAA
Privacy policy | Disclaimer | © 2025 Elsai Foundry. All Rights Reserved.
Agent Resource Management Software
Real-time LLM observability & monitoring for production AI agents
Detect vulnerabilities, optimize performance & ensure compliance for every ai agent from prompt to production
Dashboard Acme, Inc.
17
Active Projects
17
In Active Projects
8.2M
Total Tokens
920ms
Average Latency
Project Details
Filter results:
Search...
Active
Select status
Search
Id
Modal
Companies
Status
Created Date
Attachments
143-24A
Chatgpt
Ault Farms Operations Services
Active
Feb 4, 2024
operation-services.doc
456-78B
Claude
XYZ Corporation IT Services
Active
Mar 15, 2024
it-services.doc
901-23C
Deepseek
ABC Company Marketing Campaign
Cancelled
Apr 30, 2024
marketing-campaign.doc
789-12D
Chatgpt
DEF Company Consulting Services
Active
May 10, 2024
consulting-services.doc
345-67E
Chatgpt
GHI Corporation Design Services
Active
Jun 20, 2024
design-services.doc
678-90F
Chatgpt
JKL Company Development Services
Active
Jul 30, 2024
development-services.doc
678-90F
Chatgpt
MNO Corporation Marketing Services
Active
Jul 30, 2024
development-services.doc
Previous
1
2
3
4
...
10
11
12
Next
key features
Compliance & certifications
ARMS helps you meet the strictest standards and regulations:
