Building a Scalable, Intelligent Platform
Where Discipline Becomes Differentiation
Operational excellence is the foundation that allows LMI to deliver performance with precision and scale. Behind every investment decision is an integrated operating platform, supported by Global Investment Solutions (GIS) and LMI Technology. Together, they ensure that Liberty's capital moves efficiently, transparently, and with control.
GIS is at the center of that mission—the organization responsible for the full lifecycle of trade operations, financial management, and data integrity across the firm. GIS drives both business and operational excellence, positioning LMI to scale alongside our growing assets under management. The organization delivers solutions that enable capital creation and ensure LMI operates with excellence and integrity. Its highly skilled team spans Finance, Operational Strategy & Delivery, Investment and Financial Products, Data, Artificial Intelligence (AI), and Transformation.
Built on modern cloud architecture, our platform is designed for speed and resilience. With all applications and data solutions now cloud- or SaaS-based, we can adopt new tools quickly—accelerating capital velocity, enhancing risk insight, and improving the precision of decision-making across every stage of the investment lifecycle.
Technology is a key differentiator for LMI because it amplifies human capability. Our engineers work side-by-side with investors, combining data science and domain expertise to translate operational discipline into strategic advantage. In collaboration with Liberty's enterprise IT and cybersecurity teams, we ensure that this foundation is secure, integrated, and ready to scale with the ambitions of our business.
Through the OnePortfolio initiative, we have established a single source of truth across asset classes, mandates, and risk systems. This foundation minimizes reconciliation, supports analytics, and enables investment teams to interact with information in real time. It is the core that powers next-generation analytics, AI integration, and workflow automation—all while maintaining rigorous risk discipline and accountability.
Amplifying Judgment with AI
At LMI, we believe generative AI is an amplifier of human talent—a tool that expands capacity, accelerates learning, and sharpens judgment. It is not a replacement for people, but a complement to their expertise. Our objective is simple: enable our investment professionals to focus on what they do best—underwriting, structuring, and debating risk—by eliminating routine friction in research, analysis, and documentation.
This philosophy guides every step of our AI integration. Through initiatives supported by our AI Collective and enterprise collaborations with Anthropic and OpenAI, generative AI has become embedded in how we think, analyze, and deliver. Investment teams can now query data and documents in plain English, summarize insights instantly, and redirect time toward higher-value work. Early results are promising: AI usage across LMI exceeds 90%, among the highest enterprise adoption rates across industries.12
In 2025, we hosted our first LMI GenAI Hackathon, bringing together 28 teams from across the firm to create practical solutions prototypes that blend creativity with real-world potential. These projects now sit within our AI Lab, where teams continue to refine and test applications in areas such as research, diligence, and mandate support.
As we deploy AI operationally, we maintain rigorous governance and oversight through our Responsible AI Committee. All AI applications undergo review for security, accuracy, bias, and alignment with our investment standards. Human judgment remains central to every investment decision, with AI serving as an analytical tool rather than a decision-maker. This disciplined approach ensures we capture AI's benefits while managing its risks responsibly.
Our expertise in AI also makes us a better partner and investor. We collaborate with companies that are driving progress in their own industries—learning from innovators across technology, life sciences, and infrastructure—while contributing our perspective as practitioners and long-term investors. This insight increasingly informs our investment strategy: we are actively evaluating opportunities across the AI value chain, from the data centers and energy infrastructure that power AI systems to the companies developing breakthrough applications. Our unique network of investing partners provides continuous insight into how AI is transforming value creation across sectors, and those lessons directly inform both our operational evolution and our capital allocation decisions.
As our AI capabilities evolve, autonomous agents and other emerging tools will extend what matters most at LMI: the ability of our people to act with speed, insight, and conviction.
Scaling Through People and Technology
Operational excellence is as much about culture as it is about code. We continue to attract and develop specialized talent who combine technical depth with investment fluency. Together, they are building a platform that scales with our ambitions—one that transforms technology into lasting enterprise advantage. Through this combination of disciplined systems and forward-looking innovation, LMI is building one of the most adaptive capital platforms in the industry.
Protecting the Enterprise, Advancing Strategy
Our transactional legal team seeks to protect the enterprise while advancing LMI’s investment strategies. The legal team focuses primarily on private transactions, providing practical, deal-focused guidance. We help structure and negotiate agreements that balance commercial objectives with prudent risk management, engaging early to keep momentum.
When needed, we draw on targeted expertise from across Liberty to address specific issues efficiently. LMI’s legal team helps our investment and legal professionals deepen expertise and stay abreast of evolving markets and regulations by conducting seminars and developing playbooks, checklists, and other knowledge capture tools to sustain LMI’s pace of execution and deliver more consistent support across teams.