Skip to Content Facebook Feature Image

Arya.ai Unveils MCP Applications to Transform Generic LLMs into Domain-Specific Experts

Business

Arya.ai Unveils MCP Applications to Transform Generic LLMs into Domain-Specific Experts
Business

Business

Arya.ai Unveils MCP Applications to Transform Generic LLMs into Domain-Specific Experts

2025-05-12 16:56 Last Updated At:21:55

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  



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  

** The press release content is from PR Newswire. Bastille Post is not involved in its creation. **

Arya.ai Unveils MCP Applications to Transform Generic LLMs into Domain-Specific Experts

Arya.ai Unveils MCP Applications to Transform Generic LLMs into Domain-Specific Experts

Global fans to experience the Games of the Future like never before as MOBA PC.Dota 2 competition kickoffs in Abu Dhabi

DUBAI, UAE, Dec. 13, 2025 /PRNewswire/ -- Phygital International, the global promoter of phygital sports, today announces the official launch of the GOTF OTT Platform, the dedicated streaming destination for the Games of the Future 2025 Abu Dhabi powered by ADNOC (GOTF 2025). The platform goes live as this year's competition begins, with its first broadcast featuring the opening rounds of the MOBA PC.Dota 2 discipline on 14 December from Pixoul Gaming in Abu Dhabi.

Accessible at https://tv.gofuture.games, the new streaming hub serves as the central digital home for live broadcasts, full-event replays, highlights, and exclusive behind-the-scenes content spanning all GOTF 2025 disciplines.

Designed for global accessibility and year-round engagement, the platform enables fans everywhere to watch every match live, revisit full replays at any time, and enjoy curated short-form content optimized for social and mobile viewing.

Powered end-to-end by technology partner Asport, the GOTF OTT Platform integrates advanced cloud-based broadcasting, seamless navigation, and real-time highlight creation tools to elevate the fan experience. These capabilities support richer storytelling across all channels and establish tv.gofuture.games as the long-term digital home of phygital sport.

Moba PC.Dota 2 competition to launch platform

The launch coincides with preparations for a spectacular start to the Games, as the MOBA PC.Dota 2 competition brings together iconic players, celebrated legends, and rising regional stars for what promises to be one of the most competitive line-ups in the event's history. All matches from the discipline will stream live on https://tv.gofuture.games.

Teams set to compete include E7, Paper Tigers, Legends Rebooted, Vikings, Team Phoenix, Nigma Galaxy, Win and TraBoTeam each bringing a distinctive mix of elite pro players and influential gaming personalities. One of the leading competitors will be Xu "BurNIng" Zhilei, who will be playing in team Paper Tigers and who iswidely regarded as one of the greatest carry players in Dota 2 history.

With such a stacked international field, fans can expect clashing playstyles, unpredictable upsets, and fresh rivalries, setting the stage for one of the headline showpieces of GOTF 2025.

Following the opening Group Stage, the competition advances into a full double-elimination playoff bracket, culminating in high-stakes best-of-three clashes on 18–19 December at ADNEC, where teams will fight for a place in the final and a shot at international glory.

Commenting on the launch of the platform, Nis Hatt, CEO of Phygital International, said: "The GOTF OTT Platform marks a major milestone in our mission to bring phygital sport to a global audience. This world-class digital destination showcases the energy, innovation, and inclusivity at the heart of the Games of the Future. As Dota 2 opens the competition tomorrow, we're excited to offer millions of fans a new way to experience every moment of this year's Games live."

Growing network of global broadcast partners 

In addition to the GOTF OTT Platform, fans can follow the Games of the Future Abu Dhabi 2025 powered by ADNOC across a growing network of international media rights and broadcast partners, ensuring fans around the world can catch all the action.

In the United States, coverage will be available via ESR TV, the leading gaming and esports network reaching mainstream audiences through platforms such as Apple TV, Sling, and Amazon Prime Video Channels. Across Latin America, FOX Sports Mexico and Zapping will deliver both English and Spanish-language broadcasts across the region.

On mobile-first platforms, Bigo Live will act as an interactive real-time streaming hub, offering live competition windows, creator-led co-streams, and fan-generated reactions. With strong Gen-Z and global creator adoption, Bigo Live brings the Games directly into participatory viewing culture. Complementing this, Likee will amplify the emotion and energy of GOTF 2025 through short-form video storytelling, transforming standout moments into shareable narratives.

These partners build on an already confirmed broadcast footprint that includes Sportworld and BIGG TV across EMEA, Huya and SOOP in Asia, and StarTimes and TV BRICS across Africa.

"With these major additions to our broadcast network, we take great pride in ensuring the Games of the Future Abu Dhabi 2025 powered by ADNOC are accessible to audiences worldwide. We are delivering a multi-regional, multi-generational platform that matches the scale and innovation of phygital sport," added Hatt.

Tickets for the Games of the Future Abu Dhabi 2025 powered by ADNOC are now on sale at www.gotfabudhabi.com. Fans can also follow all the latest updates and behind-the-scenes content on Instagram at @gamesofthefutureofficial and @gotfabudhabi.

About Phygital International (PI): 
Phygital International is the promoter of phygital sports globally and is focused on innovating and redefining sports. It is the custodian and rights holder of the Games of the Future and oversees the bidding process for each host city.

For further information please visit: https://Phygitalinternational.com   

About the Games of the Future (GOTF): 
The Games of the Future is an annual international event that fuses the worlds of physical and digital and is the pinnacle of phygital sport. The tournament brings together the next generation of phygital sporting heroes from all over the world to compete in a diverse range of phygital disciplines and challenges. The Games of the Future 2025 will be held in Abu Dhabi, UAE while the Games of the Future 2026, will be held in Astana, Kazakhstan.

For more information please visit: https://gofuture.games/ 

Contact: press@phygitalinternational.com 

 

 

Global fans to experience the Games of the Future like never before as MOBA PC.Dota 2 competition kickoffs in Abu Dhabi

DUBAI, UAE, Dec. 13, 2025 /PRNewswire/ -- Phygital International, the global promoter of phygital sports, today announces the official launch of the GOTF OTT Platform, the dedicated streaming destination for the Games of the Future 2025 Abu Dhabi powered by ADNOC (GOTF 2025). The platform goes live as this year's competition begins, with its first broadcast featuring the opening rounds of the MOBA PC.Dota 2 discipline on 14 December from Pixoul Gaming in Abu Dhabi.

Accessible at https://tv.gofuture.games, the new streaming hub serves as the central digital home for live broadcasts, full-event replays, highlights, and exclusive behind-the-scenes content spanning all GOTF 2025 disciplines.

Designed for global accessibility and year-round engagement, the platform enables fans everywhere to watch every match live, revisit full replays at any time, and enjoy curated short-form content optimized for social and mobile viewing.

Powered end-to-end by technology partner Asport, the GOTF OTT Platform integrates advanced cloud-based broadcasting, seamless navigation, and real-time highlight creation tools to elevate the fan experience. These capabilities support richer storytelling across all channels and establish tv.gofuture.games as the long-term digital home of phygital sport.

Moba PC.Dota 2 competition to launch platform

The launch coincides with preparations for a spectacular start to the Games, as the MOBA PC.Dota 2 competition brings together iconic players, celebrated legends, and rising regional stars for what promises to be one of the most competitive line-ups in the event's history. All matches from the discipline will stream live on https://tv.gofuture.games.

Teams set to compete include E7, Paper Tigers, Legends Rebooted, Vikings, Team Phoenix, Nigma Galaxy, Win and TraBoTeam each bringing a distinctive mix of elite pro players and influential gaming personalities. One of the leading competitors will be Xu "BurNIng" Zhilei, who will be playing in team Paper Tigers and who iswidely regarded as one of the greatest carry players in Dota 2 history.

With such a stacked international field, fans can expect clashing playstyles, unpredictable upsets, and fresh rivalries, setting the stage for one of the headline showpieces of GOTF 2025.

Following the opening Group Stage, the competition advances into a full double-elimination playoff bracket, culminating in high-stakes best-of-three clashes on 18–19 December at ADNEC, where teams will fight for a place in the final and a shot at international glory.

Commenting on the launch of the platform, Nis Hatt, CEO of Phygital International, said: "The GOTF OTT Platform marks a major milestone in our mission to bring phygital sport to a global audience. This world-class digital destination showcases the energy, innovation, and inclusivity at the heart of the Games of the Future. As Dota 2 opens the competition tomorrow, we're excited to offer millions of fans a new way to experience every moment of this year's Games live."

Growing network of global broadcast partners 

In addition to the GOTF OTT Platform, fans can follow the Games of the Future Abu Dhabi 2025 powered by ADNOC across a growing network of international media rights and broadcast partners, ensuring fans around the world can catch all the action.

In the United States, coverage will be available via ESR TV, the leading gaming and esports network reaching mainstream audiences through platforms such as Apple TV, Sling, and Amazon Prime Video Channels. Across Latin America, FOX Sports Mexico and Zapping will deliver both English and Spanish-language broadcasts across the region.

On mobile-first platforms, Bigo Live will act as an interactive real-time streaming hub, offering live competition windows, creator-led co-streams, and fan-generated reactions. With strong Gen-Z and global creator adoption, Bigo Live brings the Games directly into participatory viewing culture. Complementing this, Likee will amplify the emotion and energy of GOTF 2025 through short-form video storytelling, transforming standout moments into shareable narratives.

These partners build on an already confirmed broadcast footprint that includes Sportworld and BIGG TV across EMEA, Huya and SOOP in Asia, and StarTimes and TV BRICS across Africa.

"With these major additions to our broadcast network, we take great pride in ensuring the Games of the Future Abu Dhabi 2025 powered by ADNOC are accessible to audiences worldwide. We are delivering a multi-regional, multi-generational platform that matches the scale and innovation of phygital sport," added Hatt.

Tickets for the Games of the Future Abu Dhabi 2025 powered by ADNOC are now on sale at www.gotfabudhabi.com. Fans can also follow all the latest updates and behind-the-scenes content on Instagram at @gamesofthefutureofficial and @gotfabudhabi.

About Phygital International (PI): 
Phygital International is the promoter of phygital sports globally and is focused on innovating and redefining sports. It is the custodian and rights holder of the Games of the Future and oversees the bidding process for each host city.

For further information please visit: https://Phygitalinternational.com   

About the Games of the Future (GOTF): 
The Games of the Future is an annual international event that fuses the worlds of physical and digital and is the pinnacle of phygital sport. The tournament brings together the next generation of phygital sporting heroes from all over the world to compete in a diverse range of phygital disciplines and challenges. The Games of the Future 2025 will be held in Abu Dhabi, UAE while the Games of the Future 2026, will be held in Astana, Kazakhstan.

For more information please visit: https://gofuture.games/ 

Contact: press@phygitalinternational.com 

 

 

** The press release content is from PR Newswire. Bastille Post is not involved in its creation. **

Official streaming platform for the Games of the Future Abu Dhabi 2025 powered by ADNOC launches ahead of opening competition

Official streaming platform for the Games of the Future Abu Dhabi 2025 powered by ADNOC launches ahead of opening competition

Official streaming platform for the Games of the Future Abu Dhabi 2025 powered by ADNOC launches ahead of opening competition

Official streaming platform for the Games of the Future Abu Dhabi 2025 powered by ADNOC launches ahead of opening competition

Recommended Articles