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SS&C Advocates for Open Governance Standards in Enterprise AI

MWN-AI** Summary

SS&C Technologies Holdings, Inc., a leader in financial services and healthcare technology, has announced a significant initiative aimed at establishing open governance standards for deploying agentic AI in regulated sectors. In response to the increasing complexity and scale of AI integration in enterprises, SS&C launched its Enterprise AI Governance Framework, which advocates for a standardized approach to AI deployment.

As companies strive to automate operations through AI, the framework addresses the need for a shared model that can adapt and evolve with governance policies across various platforms and vendor systems. Rob Stone, SS&C's Head of Intelligent Automation and Analytics, highlighted that existing standards, such as those from NIST and ISO, do not adequately tackle the intricate realities of deploying AI at an enterprise level, particularly as organizations move towards more autonomous, multi-step AI workflows.

The Enterprise AI Governance Framework specifically outlines several key principles necessary for effective AI management and operational resilience:

1. **Portability**: Ensuring that AI models and tools can be interchanged seamlessly without requiring comprehensive system overhauls. 2. **Build-time Auditability**: Maintaining thorough documentation of all design decisions and approvals at each workflow stage. 3. **Runtime Observability**: Implementing ongoing monitoring to compare actual system performance against design expectations. 4. **Data Sovereignty**: Addressing geographical and regulatory requirements on data throughout its lifecycle. 5. **Operational Resilience**: Preparing robust alternatives to prevent disruptions from model or provider changes.

SS&C is forming a working group to further develop these standards and invites participation from enterprises and regulators interested in shaping the future of AI governance. More details can be found on their website.

MWN-AI** Analysis

SS&C Technologies Holdings, Inc. (NASDAQ: SSNC) recently published its Enterprise AI Governance Framework, a move that is poised to redefine standards for the deployment of agentic AI in regulated industries. As businesses increasingly leverage AI for operational efficiency, the need for a robust, vendor-neutral governance framework becomes paramount, which SS&C aims to address.

Investors should note that the complexity of deploying AI in regulated environments has been exacerbated by existing formalized standards, which do not sufficiently cover operational intricacies. This gap presents an opportunity for SS&C, especially with its call for industry collaboration to establish a shared framework. The principles outlined in the framework—portability, build-time auditability, runtime observability, data sovereignty, and operational resilience—should be viewed as a roadmap marking SS&C's commitment to creating a more adaptive and resilient AI landscape.

The growing demand for standardized governance reflects a larger trend within the enterprise technology market, suggesting that SS&C is positioned at the forefront of this evolution. For enterprises grappling with AI operationalization, adopting SS&C's framework could promote market efficiencies, thereby enhancing long-term viability and competitiveness in a regulated market.

From an investment perspective, SS&C's proactive approach could translate to an expanded client base, particularly among regulated sectors such as finance and healthcare, where compliance and operational integrity are critical. As SS&C continues to develop these standards and potentially builds a consortium of stakeholders, it stands to capitalize on this evolving landscape.

In conclusion, given these insights and the potential for increased adoption of AI under clear governance, investors may find SS&C an appealing stock in the tech space, particularly as the company's ongoing efforts align with the increasing need for sophisticated AI solutions in complex regulatory environments.

**MWN-AI Summary and Analysis is based on asking OpenAI to summarize and analyze this news release.

Source: Business Wire

Publishes framework for vendor-neutral standards for agentic AI deployment in regulated industries

SS&C Technologies Holdings, Inc. (Nasdaq: SSNC) today announced the publication of its Enterprise AI Governance Framework, calling on the industry to adopt open standards for the deployment of agentic AI in regulated environments. The framework reflects growing demand for open, portable AI deployment standards across enterprises as use of AI agents grows.

“SS&C specializes in helping complex regulated organizations automate their operations. As enterprises deploy AI at scale, they need to be able to freely build, adapt, change and reconstruct AI workflows in accordance with their governance policies,” said Rob Stone, Head of Intelligent Automation and Analytics . “What's missing is a shared framework for how enterprises manage and evolve AI workflows at scale — one that works across models, platforms, and vendor relationships. We look forward to developing these standards alongside industry participants.”

While existing standards such as NIST and ISO 42001 provide important guidance on AI risk management and data governance, they do not directly address the operational complexity of deploying AI agents at enterprise scale. As enterprises move toward autonomous, multi-step AI workflows, there is a growing gap in how these systems are operationalized, managed, and governed in production.

SS&C’s framework is intended to address that gap directly, with principles covering:

Portability: the ability to replace any model, tool, or workflow component without rebuilding the systems around it

Build-time auditability: a permanent record at every workflow node’s design, including decisions, alternatives, and approvals

Runtime observability: continuous monitoring of what the system does in production, compared against intended design

Data sovereignty : geographic and regulatory constraints on data processing from design through execution

Operational resilience : pre-validated alternatives at every node to ensure model deprecations, provider changes, or contract restrictions do not cascade into system-wide failures

View the full framework here .

SS&C is establishing a working group to develop these standards further. Enterprises, regulators, and industry participants interested in joining are invited to contact us at ai.framework@sscinc.com A formal working group structure will be announced in Q2.

About SS&C Technologies

SS&C is a global provider of services and software for the financial services and healthcare industries. Founded in 1986, SS&C is headquartered in Windsor, Connecticut, and has offices around the world. More than 23,000 financial services and healthcare organizations, from the world's largest companies to small and mid-market firms, rely on SS&C for expertise, scale and technology.

SOURCE: SS&C

Additional information about SS&C (Nasdaq: SSNC) is available at www.ssctech.com .

Follow SS&C on X , LinkedIn and Facebook .

View source version on businesswire.com: https://www.businesswire.com/news/home/20260319977033/en/

For more information

Brian Schell
Chief Financial Officer
SS&C Technologies
Tel: +1-816-642-0915
Email: InvestorRelations@sscinc.com

Justine Stone
Investor Relations
SS&C Technologies
Tel: +1-212-367-4705
Email: InvestorRelations@sscinc.com

Media Contact

Breanna Taylor
Prosek Partners
Email : pro-SSC@prosek.com

FAQ**

How does SS&C Technologies Holdings Inc. SSNC plan to engage with industry participants in shaping the Enterprise AI Governance Framework to ensure it aligns with the diverse needs of regulated organizations?

SS&C Technologies Holdings Inc. plans to engage industry participants in shaping the Enterprise AI Governance Framework by fostering collaborative discussions, gathering diverse insights, and leveraging their regulatory expertise to tailor solutions that address the varied needs of regulated organizations.

What specific challenges does SS&C Technologies Holdings Inc. SSNC anticipate in the implementation of its Enterprise AI Governance Framework across different regulated sectors?

SS&C Technologies anticipates challenges in ensuring compliance with varying regulatory requirements, integrating diverse data sources, managing organizational change, addressing potential biases in AI algorithms, and maintaining stakeholder buy-in across different regulated sectors during the implementation of its Enterprise AI Governance Framework.

Can SS&C Technologies Holdings Inc. SSNC provide examples of how its framework will enhance operational resilience in the deployment of AI workflows for complex regulated organizations?

SS&C Technologies Holdings Inc. leverages its comprehensive framework by integrating robust data governance, advanced analytics, and compliance monitoring to enhance operational resilience in AI workflows, ensuring effective risk management for complex regulated organizations.

What metrics or criteria will SS&C Technologies Holdings Inc. SSNC use to evaluate the effectiveness of the Enterprise AI Governance Framework once it is adopted by industry participants?

SS&C Technologies Holdings Inc. will likely evaluate the effectiveness of the Enterprise AI Governance Framework using metrics such as compliance rates, risk assessment outcomes, user satisfaction, implementation costs, operational efficiency improvements, and overall impact on decision-making quality.

**MWN-AI FAQ is based on asking OpenAI questions about SS&C Technologies Holdings Inc. (NASDAQ: SSNC).

SS&C Technologies Holdings Inc.

NASDAQ: SSNC

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