Arya.ai Unveils MCP Applications to Transform Generic LLMs into Domain-Specific Experts
Wednesday, May 14, 2025
MUMBAI, India and NEW YORK, May 12, 2025 /PRNewswire/ -- Arya.ai today announced the launch of its APEX MCP (Model Context Protocol) Client and Server applications. It's a breakthrough orchestration layer designed to turn general-purpose large language models into verifiable domain experts.
As LLMs become integral across customer support, operations, and compliance workflows, a familiar problem emerges: hallucinations, inconsistency, and poor reliability in domain-specific tasks. Arya.ai's answer? A modular layer of pre-trained applications that wrap domain knowledge around any LLM, making it trustworthy.
"At its core, MCP is adapted as an orchestration engine that brings domain context, reduced hallucinations, and precision to GenAI-driven applications," said Deekshith Marla, Founder of Arya.ai. "It's not just about prompting smarter--it's about gaining from a foundation of verified, validated expertise."
Domain-Wrapping at Scale
With over 100 pre-built AI modules empowering the foundational LLM, Arya's MCP-enabled APEX platform allows teams to compose workflows that extend across Finance, Compliance, Privacy, Customer Experience, and more. Each module is engineered to handle nuanced domain specific tasks like analyzing financial statements, credit assessment, detecting document fraud, verifying identities, audio analysis, Insurance claims processing, and a lot more.
Modules can be discovered via a searchable catalog, invoked through JSON-RPC, and chained together via APEX's no-code UI. Whether extracting data, enforcing rules, or pre-processing context, each module wraps an LLM in domain-grounded input and post-validates its outputs, making AI trustworthy by design.
Plug, Play, and Govern
The MCP Server handles module discovery, execution, and logging, while the MCP Client orchestrates pre-processing and LLM integration.
It's LLM agnostic that gives enterprises full flexibility.
What sets it apart?
-- Audit-Ready AI: Every module call, prompt, and LLM response is logged,
ensuring traceability and compliance.
-- Zero Rewrite Integration: Add or swap modules without touching the
application logic.
-- Scalable Composition: Create powerful AI workflows by chaining modules
like 'PII Redaction Sentiment Analysis Executive Summary' in one
flow.
Enterprise Use Cases in Action
Banks can now parse transactional documents, assess risk, and generate reports without moving across multiple applications.
RegTech firms can automate compliance workflows with full audit trails. And customer experience teams can extract insights from feedback, classify support issues, and recommend next actions--instantly.
What's Next
Arya.ai, an Aurionpro company, is offering early access to its APEX + MCP Sandbox. It'll allow enterprises to experiment with module chaining, LLM configuration, and orchestration directly through a visual UI.
Whether used for automation, risk analysis, compliance, or customer support, the platform enables teams to rapidly build and test domain-wrapped AI workflows using their own data, with full control and traceability.
With MCP at the center, Arya.ai is building verifiable, compliant, and scalable intelligence--one module at a time.
To learn more or request a demo, visit https://arya.ai or contact us at hello@arya.ai
Photo: https://mma.prnewswire.com/media/2684783/Arya_ai_MCP_Applications.jpg
Logo: https://mma.prnewswire.com/media/2620540/5312999/Arya_ai_Logo.jpg
View original content to download multimedia:https://www.prnewswire.com/news-releases/aryaai-unveils-mcp-applications-to-transform-generic-llms-into-domain-specific-experts-302452204.html
SOURCE Arya.ai
|
|
|
|
|
 |
Weekly Recap: 11 Tech Press Releases You Need to See | Jan 22, 2026
|
|
DEADLINE ANNOUNCED FOR 2026 NEW TOP-LEVEL DOMAIN APPLICATIONS | Jan 22, 2026
|
|
Trigent Partners with WeWork India to Expand its GCC Footprint | Jan 22, 2026
|
|
Sup AI Sets New Benchmark Record with 52.15% on Humanity's Last Exam | Jan 22, 2026
|
|
Skunk Works® and XTEND Expand Joint All Domain Command and Control for Advanced Mission Execution | Jan 22, 2026
|
|
Exia Labs Brings Keystone to the U.S. Navy via DIU's Blue Object Management Challenge | Jan 22, 2026
|
|
Glasswall Brings Defense-Level File Sanitization to Every Government Agency and Business Using Microsoft 365 | Jan 22, 2026
|
|
Genpact Named a Leader in ISG Provider Lens(TM) 2025 for Insurance GCCs and Agentic AI Services | Jan 22, 2026
|
|
Buyers Edge Platform Appoints Jaime Selga to Lead Expansion Across the Middle East, Africa & Asia | Jan 22, 2026
|
|
Tax Preparation Software Market to Reach $17.6 billion by 2024 in the short term and $43 billion by 2034 Globally, at 9.2% CAGR: Allied Market Research | Jan 22, 2026
|
|
|
