1) Overview of the Company
Romina Day Partners is a New York-based artificial intelligence technology company founded in 2024 that develops specialized AI agent systems for financial institutions. The company operates through multiple office locations including New York (140 Broadway), Miami (151 SE 1st St), and Delaware (254 Chapman rd, Newark), positioning itself as a next-generation AI platform provider for the financial services industry.
The firm specializes in creating Multi-Agent Team Engines (MATES) – collaborative AI systems designed to work alongside financial professionals in automating complex workflows such as due diligence, regulatory compliance, NAV calculations, and investment research. These AI agent teams are engineered to transform manual processes that typically require 30-80 hours into automated workflows completed in under 20 minutes, delivering cost savings of up to 90% and accelerating speed-to-market by nearly 99%.
Romina Day Partners serves a diverse client base including asset managers, wealth managers, registered investment advisors (RIAs), broker-dealers, family offices, custodians, fund administrators, and wealthtech providers. The company’s platform is built to be vendor-agnostic and technology-flexible, designed to integrate with any large language model (LLM) or AI technology as it emerges, ensuring solutions remain current with technological advances.
The leadership team consists of experienced financial services professionals who previously built an international investment firm that went public, providing them with firsthand insight into the operational challenges of scaling investment businesses. The company operates with a team size in the range of 2-10 employees according to LinkedIn data, though the exact headcount fluctuates as the organization scales its operations.
Romina Day Partners positions itself as enhancing analyst efficiency rather than replacing human expertise, focusing on amplifying human capabilities through collaborative AI systems that preserve institutional knowledge while automating routine tasks. The company’s technology platform leverages client data and proprietary intellectual property to convert vast amounts of unstructured information into actionable insights, enabling financial institutions to achieve operational efficiency gains while maintaining compliance and governance standards.
2) History
Romina Day Partners was founded in 2024 as an artificial intelligence technology company specializing in AI agent systems for financial institutions. The company emerged from the vision of its founding team, who had previously built an international investment firm that went public and experienced firsthand the operational challenges of scaling an investment business. This direct experience with the complexities of financial operations provided the foundational insight that led to the creation of Romina Day Partners’ multi-agent AI platform.
The company’s founding was rooted in a recognition of inefficiencies within financial workflows that could be transformed through collaborative AI systems. The founding team observed that traditional financial processes often took weeks to complete and required substantial manual effort, identifying an opportunity to leverage multi-agent AI technology to compress these timeframes dramatically. This insight drove the development of their core technology platform, which they named Multi-Agent Team Engines (MATES).
The company’s technological foundation builds upon groundbreaking work at DeCentralized Labs, where the platform’s underlying AI capabilities were initially developed. This pre-existing technology foundation enabled Romina Day Partners to launch with sophisticated AI agent capabilities rather than starting from basic automation tools.
Throughout 2024, Romina Day Partners established its operational presence across multiple locations, including offices in New York (140 Broadway), Miami (151 SE 1st St), and Delaware (254 Chapman rd, Newark). This multi-location strategy positioned the company to serve clients across different geographic regions while maintaining proximity to key financial centers.
The company’s early strategic development focused on building partnerships within the financial services ecosystem. By 2025, Romina Day Partners had established relationships with fund administrators, alternative asset data platforms, and Australian partners, indicating rapid market penetration and international expansion within its first year of operations. The company’s business development strategy included deploying AI agents to identify and develop partnership opportunities, demonstrating the practical application of their own technology in business growth.
In October 2025, Romina Day Partners achieved a significant milestone by hosting The Wealth Mosaic LIVE 2025 US Conference in Atlantic City, positioning itself as a thought leader in the intersection of AI and financial services. This event demonstrated the company’s evolution from a startup to an industry convener, bringing together global leaders, innovators, and decision-makers to shape the future of wealth and asset management.
The company’s leadership team expansion during 2024-2025 included the addition of key executives such as Peter Quintas as Technology Lead, bringing approximately 30 years of experience in secure, privacy-centric AI and specialization in LLMs, machine learning, and generative AI. Quintas had previously founded and successfully exited multiple technology companies including SOMA Global, NOMi retail analytics, and SilkRoad Equity, adding significant technological and entrepreneurial experience to the organization.
3) Key Executives
Conor Walsh serves as CEO and Co-Founder of Romina Day Partners, bringing extensive experience as a seasoned operator and product strategist focused on building next-generation AI infrastructure for financial services. Walsh has played a key role in taking two companies public, first as an investment analyst advising institutional investors and later as an operator leading capital markets and financial operations from idea to IPO. Before founding Romina Day Partners, he served as President of Decentralized Labs where his team built enterprise-grade AI systems spanning low-code automation, data extraction, and imaging for enterprise through acquisition. Walsh also founded and served as CEO of Dorado Technologies, an innovative start-up that pioneered investment and retirement account operations, moving IRAs and SDIRAs onto the blockchain.
David Orr serves as COO and Co-Founder of Romina Day Partners, bringing over 15 years of experience in the financial sector and a proven track record of scaling companies to public success. As COO of his first company, Orr was instrumental in orchestrating the growth of a wealth management business that surged to over $25 billion in funds under advisement and later built a funds management division exceeding $7 billion. His strategic oversight was critical in steering these companies toward public offerings, demonstrating his ability to optimize complex systems and drive sustainable, long-term value. At Romina Day Partners, Orr leverages his deep operational insight to integrate cutting-edge AI solutions into traditional financial workflows, ensuring that every process is primed for exponential improvement.
Peter Quintas serves as Founding Technology Lead for Romina Day Partners, bringing approximately 30 years of experience in secure, privacy-centric AI and specialization in LLMs, machine learning, and generative AI. Quintas has founded and successfully exited multiple technology companies including SOMA Global (public-safety technology), NOMi (retail analytics), and SilkRoad Equity, each leaving long-lasting systems in the market. Through SINQ Labs, Quintas focuses on designing AI-driven systems that eliminate inefficiencies, reduce costs, and unlock new revenue streams. His collaboration with Romina Day Partners produced the company’s Multi-Agent Team Engines (MATES) platform, which accelerates front, middle, and back office operations for investment firms by processing and reasoning over thousands of pages of unstructured data in minutes.
Daryl Purdy joined Romina Day Partners as Head of Business Solutions, Americas, bringing a combination of commercial clarity, platform strategy experience, and leadership expertise. Purdy holds an MBA and CAIA designation and brings deep understanding of alternative investments, advisor platforms, and enterprise partnerships. He works closely with the company’s partners and clients to design and deliver high-impact business solutions powered by MATES technology, playing a critical role in shaping how the company scales across the Americas. Purdy’s expertise spans the realities of building and scaling in financial services, particularly across alternative investments and wealth management platforms.
4) Ownership
Romina Day Partners operates as a privately held artificial intelligence technology company founded in 2024, with ownership concentrated among its founding team and leadership. The company’s ownership structure reflects a typical early-stage technology startup configuration, with the founding executives maintaining significant equity stakes in the organization.
The primary ownership appears to be held by the co-founding team, including CEO and Co-Founder Conor Walsh and COO and Co-Founder David Orr, who established the company to develop specialized AI agent systems for financial institutions. Both co-founders bring substantial operational experience from previously building and taking companies public, providing them with the expertise and capital foundation necessary to launch and scale Romina Day Partners.
The company’s ownership structure is designed to support rapid growth and technological development in the competitive AI platform market for financial services. As a newly established entity founded in 2024, Romina Day Partners has not disclosed any external investor participation or venture capital funding rounds, suggesting the company may be operating through founder capital and early revenue generation.
Peter Quintas joined the organization as Founding Technology Lead, indicating he may hold an equity position as part of the founding team structure. Quintas brings approximately 30 years of experience in secure, privacy-centric AI and has previously founded and successfully exited multiple technology companies including SOMA Global, NOMi retail analytics, and SilkRoad Equity, suggesting he contributes both technical expertise and potentially financial resources to the ownership structure.
The company operates with multiple office locations including New York, Miami, and Delaware, indicating a distributed operational model that may reflect strategic considerations for the ownership structure and corporate governance. Delaware incorporation is common among technology companies seeking favorable corporate law frameworks for ownership and governance structures.
As an early-stage company with less than two years of operational history, Romina Day Partners’ ownership structure is likely evolving as the company scales its operations and potentially seeks external investment to fuel growth. The founding team’s previous experience taking companies public suggests they understand the strategic considerations involved in ownership evolution and equity structuring for long-term value creation.
5) Financial Position
As a privately held technology company founded in 2024, Romina Day Partners operates with limited publicly available financial information. The company appears to be in its early revenue-generating phase, with documented case studies showing significant cost savings delivered to clients. According to third-party industry reports, the company has demonstrated the ability to deliver measurable financial impact, with one case study indicating annual savings of $6.6 million through intelligent automation and elimination of $3.6 million in outsourced report costs for a client engagement.
The company’s business model centers on AI-powered service delivery that transforms manual financial workflows into automated processes. This technology-driven approach enables scalable revenue generation without proportional increases in labor costs, suggesting favorable unit economics as the platform matures. The Multi-Agent Team Engines (MATES) platform is designed to handle hundreds of processes per month without additional headcount, indicating potential for operational leverage as client adoption increases.
Given the company’s early-stage status and recent founding in 2024, traditional financial metrics such as revenue growth trends, profitability, and cash flow patterns are not publicly available. The organization likely operates with typical early-stage company financial characteristics, including investment in technology development, client acquisition, and operational infrastructure before achieving consistent profitability.
The founding team’s previous experience building and taking companies public suggests understanding of financial management and capital allocation strategies necessary for scaling technology businesses. However, as a newly established entity, the company may require ongoing capital investment to fund product development, sales and marketing initiatives, and operational expansion across its multi-location presence.
The company’s client base of asset managers, wealth managers, RIAs, broker-dealers, family offices, and fund administrators represents financially stable institutional clients capable of paying for technology services, suggesting a favorable client payment profile compared to consumer-focused technology companies. The focus on delivering quantifiable cost savings and efficiency gains provides clear value propositions that support pricing strategies and client retention.
6) Market Position
Romina Day Partners operates in the rapidly growing financial technology sector, specifically focusing on artificial intelligence applications for financial services workflows. The company positions itself within the emerging market for AI agent systems designed specifically for financial institutions, competing in a space that includes both large technology providers and specialized fintech companies.
The company’s market positioning centers on its specialized focus on financial services, differentiating itself from broader AI platforms that attempt to serve multiple industries. This vertical specialization enables deep domain expertise in regulatory requirements, compliance frameworks, and industry-specific operational challenges that generic AI providers cannot address effectively. The Multi-Agent Team Engines (MATES) platform is specifically engineered for financial workflows including due diligence, regulatory compliance, NAV calculations, and investment research.
Romina Day Partners’ competitive positioning emphasizes collaboration with human expertise rather than replacement, addressing industry concerns about AI displacement while delivering measurable efficiency gains. The company’s approach of amplifying human capabilities through collaborative AI systems resonates with financial institutions seeking to maintain control over critical decision-making while automating routine tasks.
The company serves a diverse client base spanning asset managers, wealth managers, registered investment advisors, broker-dealers, family offices, custodians, fund administrators, and wealthtech providers. This broad market coverage within financial services provides multiple revenue streams and reduces dependence on any single market segment. The institutional nature of these clients typically offers higher-value contracts and longer-term relationships compared to retail-focused technology providers.
Romina Day Partners has demonstrated market traction through established partnerships with fund administrators, alternative asset data platforms, and international expansion including Australian partners. The company’s ability to secure these partnerships within its first year of operations indicates strong market reception and effective business development capabilities.
The company’s thought leadership position was reinforced through hosting The Wealth Mosaic LIVE 2025 US Conference in Atlantic City, positioning itself as a convener of industry leaders and decision-makers in wealth and asset management. This industry recognition enhances the company’s credibility and market visibility among potential clients and partners.
The technology platform’s vendor-agnostic architecture provides competitive advantages by ensuring compatibility with evolving AI capabilities and client technology preferences. This flexibility reduces client concerns about technology lock-in and positions Romina Day Partners to adapt to changing market conditions and technological developments.
7) Legal Claims and Actions
Based on a comprehensive review of available legal and regulatory sources, Romina Day Partners appears to have a clean legal record with no documented enforcement actions, litigation, or regulatory violations identified in public records. As a technology company founded in 2024, the organization has operated for less than two years, providing limited historical data for legal and compliance assessment.
No records were found in federal court databases, including the Southern District of New York or other relevant jurisdictions where the company maintains offices, indicating an absence of civil litigation involving Romina Day Partners as either plaintiff or defendant. The company has not appeared in any securities enforcement actions by the SEC, CFTC, or other financial regulatory bodies, which is consistent with its status as a private technology company that is neither a registered investment advisor nor an exempt reporting advisor.
Similarly, no employment-related litigation, discrimination claims, or workplace disputes were identified in available court records. This absence of employment litigation is notable given the company’s small team size of 2-10 employees and its recent founding, suggesting limited exposure to the types of workplace issues that typically generate legal claims in larger, more established organizations.
The company’s operations in the artificial intelligence and financial technology space have not resulted in any identified regulatory scrutiny or enforcement actions from agencies such as the FTC, CFPB, or state attorneys general offices. No data privacy violations, cybersecurity incidents, or technology-related legal issues have been documented in public records.
Romina Day Partners has not been subject to any sanctions screening violations or anti-money laundering enforcement actions, which is appropriate given its role as a technology provider rather than a financial services firm directly handling client funds or transactions. The company’s AI agent systems for financial institutions appear to operate within appropriate regulatory boundaries without triggering compliance violations.
No intellectual property disputes, patent litigation, or trademark conflicts were identified involving Romina Day Partners, despite operating in the competitive AI technology sector where such disputes are common. The company’s technology platform development and deployment have proceeded without documented legal challenges from competitors or technology licensing disputes.
The absence of any professional sanctions, licensing board actions, or industry regulatory violations is consistent with the company’s technology focus and the professional backgrounds of its leadership team. No criminal investigations, white-collar crime allegations, or corporate governance issues have been identified in public records.
Given the company’s brief operational history since 2024, this clean legal record should be viewed in the context of limited time for potential issues to develop. However, the founding team’s previous experience taking companies public and their stated commitment to compliance and governance suggest an awareness of legal and regulatory considerations in business operations.
8) Recent Media
A review of media coverage from 2023 through October 2025 indicates that Romina Day Partners maintains a limited but positive public profile, characterized primarily by company-generated content and targeted industry engagement. A systematic search did not identify any adverse media coverage related to regulatory or legal issues, financial distress, operational failures, cybersecurity incidents, or executive misconduct. No reports of sanctions, fraud, client losses, or ESG-related controversies were found.
The company has engaged in thought leadership through direct market participation and its own publications. In October 2025, Romina Day Partners hosted a cocktail reception and participated in The Wealth Mosaic LIVE 2025 US Conference in Atlantic City, an event focused on AI in wealth and asset management. Executive commentary on social media platforms following the event noted that while AI is viewed as transformative, implementation remains a primary challenge for financial services firms due to human and organizational factors.
Romina Day Partners’ executives have also contributed to industry discussions through interviews and online articles. CEO Conor Walsh appeared in an interview on the RIA C-Suite platform to discuss the role and impact of AI agents in the wealth management sector. Between May and July 2025, Walsh also authored a series of blog posts on the company’s website covering topics such as agentic AI, human-in-the-loop workflows, and the use of AI for monitoring alternative assets.
9) Strengths
Experienced Leadership Team with Proven Track Record
Romina Day Partners benefits from a leadership team with substantial experience in building and scaling financial services companies. CEO and Co-Founder Conor Walsh brings expertise as a seasoned operator and product strategist who has played key roles in taking two companies public, first as an investment analyst and later leading capital markets and financial operations from idea to IPO. COO and Co-Founder David Orr contributes over 15 years of financial sector experience, having been instrumental in orchestrating the growth of a wealth management business that surged to over $25 billion in funds under advisement and later building a funds management division exceeding $7 billion. This combination of public company experience and operational expertise provides strong strategic guidance for the company’s development.
Cutting-Edge AI Technology Platform
The company’s Multi-Agent Team Engines (MATES) represent sophisticated AI technology specifically designed for financial services workflows. Built on the groundbreaking work at DeCentralized Labs, the platform leverages client data and proprietary intellectual property to convert vast amounts of unstructured information into actionable insights. The technology is engineered to transform manual processes that typically require 30-80 hours into automated workflows completed in under 20 minutes, delivering cost savings of up to 90% and accelerating speed-to-market by nearly 99%. This technological capability positions Romina Day Partners at the forefront of AI-driven financial services automation.
Vendor-Agnostic and Future-Proof Architecture
Romina Day Partners has designed its platform to be technology-flexible and vendor-agnostic, capable of integrating with any large language model (LLM) or AI technology as it emerges. This architectural approach ensures that solutions remain current with technological advances without requiring complete platform overhauls. The company’s ability to adapt to evolving AI capabilities while maintaining consistent service delivery provides significant competitive advantages in the rapidly changing technology landscape.
Specialized Focus on Financial Services
The company maintains exclusive focus on financial services workflows, enabling deep domain expertise and tailored solutions for asset managers, wealth managers, registered investment advisors, broker-dealers, family offices, custodians, and fund administrators. This specialization allows for sophisticated understanding of industry-specific challenges, regulatory requirements, and operational nuances that generic AI platforms cannot address. The targeted approach enables more effective solution design and implementation compared to broader technology providers attempting to serve multiple industries.
Strategic Industry Partnerships and Market Position
Romina Day Partners has established meaningful partnerships within the financial services ecosystem, including relationships with fund administrators, alternative asset data platforms, and international partners, indicating rapid market penetration within its first year of operations. The company’s positioning as a thought leader was demonstrated through hosting The Wealth Mosaic LIVE 2025 US Conference in Atlantic City, bringing together global leaders and decision-makers in wealth and asset management. These partnerships and industry recognition provide valuable market access and credibility for business development.
Technology Leadership and Innovation Capabilities
Founding Technology Lead Peter Quintas brings approximately 30 years of experience in secure, privacy-centric AI and specialization in LLMs, machine learning, and generative AI. Quintas has founded and successfully exited multiple technology companies including SOMA Global, NOMi retail analytics, and SilkRoad Equity, providing the organization with proven innovation capabilities and technological depth. This combination of experience and successful exits demonstrates the team’s ability to develop market-ready technology solutions and scale them effectively.
Human-in-the-Loop Approach and Compliance Framework
The company’s technology platform is designed to enhance analyst efficiency rather than replace human expertise, focusing on amplifying human capabilities through collaborative AI systems that preserve institutional knowledge while automating routine tasks. This approach addresses industry concerns about AI displacement while ensuring that critical decision-making remains under human oversight. The platform incorporates compliance considerations from the ground up, with enterprise-grade security and audit-ready outputs that meet regulatory standards in financial services.
Scalable Business Model with Measurable ROI
Romina Day Partners has demonstrated the ability to deliver tangible business value through quantifiable efficiency gains and cost savings. The company’s case studies show direct labor expense reductions of $6.6 million annually and elimination of $3.6 million in outsourced report costs, translating into significant enterprise value creation. The scalable, no-code solution architecture enables firms to handle hundreds of processes per month without additional headcount, providing clear return on investment metrics that support business case development for prospective clients.
10) Potential Risk Areas for Further Diligence
Early-Stage Company Operational Risks
As a technology company founded in 2024, Romina Day Partners faces inherent risks associated with early-stage operations and limited operational history. The company operates with a team size in the range of 2-10 employees, creating potential vulnerabilities around business continuity and operational scalability should key personnel become unavailable. Limited headcount may strain the organization’s ability to simultaneously manage technology development, client acquisition, and operational excellence while maintaining quality service delivery across multiple client engagements.
The company’s brief operational history provides limited data for evaluating management capabilities during economic downturns, technology transitions, or competitive pressures. Early-stage companies typically lack established operational procedures, quality control systems, and risk management frameworks that mature organizations develop over time. This creates potential exposure to execution risks as the company scales its AI agent platform and client base.
Technology Platform Dependencies and Intellectual Property Risks
Romina Day Partners’ business model centers on sophisticated AI technology that leverages client data and proprietary intellectual property to deliver automated workflows. This creates significant dependency on the underlying technology platform’s performance, security, and continued development. The company’s Multi-Agent Team Engines (MATES) represent complex AI systems that require ongoing maintenance, updates, and refinement to remain competitive and functional.
Technology platform risks include potential system failures, cybersecurity vulnerabilities, and the need for continuous investment in research and development to maintain technological advantages. The company operates in the rapidly evolving artificial intelligence sector where technological obsolescence represents a constant threat. Competitors with greater resources could potentially develop superior AI capabilities, while changes in underlying large language models or AI infrastructure could require significant platform modifications.
Intellectual property protection represents another critical risk area. The company’s competitive advantage depends heavily on proprietary AI algorithms, methodologies, and client-specific customizations. Without robust intellectual property protections, competitors could potentially replicate core functionalities or key personnel could depart with critical technological knowledge.
Key Person Dependencies and Succession Planning
The company exhibits significant key person risk concentrated among its founding team and technology leadership. CEO and Co-Founder Conor Walsh and COO and Co-Founder David Orr bring extensive experience taking companies public and scaling financial services businesses, making their continued involvement critical for strategic direction and client relationships. Founding Technology Lead Peter Quintas contributes approximately 30 years of specialized AI expertise and has previously founded and exited multiple technology companies.
The departure of any founding team member could materially impact business operations, client relationships, and technology development capabilities. Early-stage companies typically lack sufficient management depth to easily replace senior leadership, creating potential disruptions to business continuity. The company’s specialized focus on financial services AI requires domain expertise that may be difficult to replace quickly in the market.
Succession planning appears limited given the company’s recent founding and small team size. The organization may lack formal knowledge transfer procedures, documented operational processes, or backup personnel capable of assuming critical responsibilities if key individuals become unavailable.
Client Concentration and Market Competition Risks
Romina Day Partners operates in the competitive financial technology sector where large technology companies, established software providers, and specialized fintech firms compete for similar client relationships. The company faces competition from well-funded competitors with greater resources for technology development, sales and marketing, and client acquisition.
Client concentration risk may emerge as the company scales operations. Early-stage companies often depend heavily on a limited number of key clients for revenue generation, creating vulnerability if major clients terminate relationships or reduce service utilization. The company’s focus on financial institutions creates exposure to regulatory changes, economic downturns, or industry consolidation that could impact client demand for AI automation services.
Market adoption risk represents another consideration, as financial institutions may be slow to adopt new AI technologies due to regulatory concerns, data security requirements, or internal change management challenges. The company’s success depends on financial services firms’ willingness to implement AI agent systems and modify existing operational workflows.
Regulatory and Compliance Considerations
Operating in the financial services sector exposes Romina Day Partners to complex and evolving regulatory requirements related to data privacy, cybersecurity, and financial services oversight. The company’s AI systems process sensitive financial data and potentially personally identifiable information, creating obligations under various data protection regulations including GDPR, CCPA, and sector-specific requirements.
AI governance and algorithmic accountability represent emerging regulatory focus areas that could impact the company’s operations. Financial services regulators are developing frameworks for AI oversight, model risk management, and algorithmic transparency that may require significant compliance investments or operational modifications.
The company’s international expansion strategy, including partnerships with Australian entities, creates exposure to multiple regulatory jurisdictions with varying requirements for data handling, AI governance, and cross-border data transfers. Compliance with diverse regulatory frameworks may require substantial investment in legal and compliance capabilities.
Financial and Funding Risks
As a privately held company founded in 2024, Romina Day Partners likely requires ongoing capital investment to fund technology development, sales and marketing, and operational expansion. The company’s ability to secure additional funding depends on market conditions, investor appetite for AI technology investments, and demonstrated business traction.
Early-stage companies typically operate with limited financial reserves and may face cash flow challenges during periods of rapid growth or economic uncertainty. The company’s revenue model based on AI service delivery may require significant upfront investment in technology development before generating sustainable cash flows.
Valuation risk represents another consideration for potential investors or acquisition scenarios. The AI technology sector has experienced significant valuation volatility, and early-stage companies may face challenges establishing consistent financial performance metrics for valuation purposes.
Cybersecurity and Data Protection Risks
Romina Day Partners’ business model involves processing sensitive financial data and proprietary client information through AI systems, creating significant cybersecurity and data protection obligations. The company’s technology platform represents an attractive target for cybercriminals seeking financial data or proprietary AI algorithms.
Data breach incidents could result in regulatory penalties, client relationship damage, and potential legal liability. The company must maintain robust cybersecurity controls, regular security assessments, and incident response capabilities to protect client data and maintain trust relationships.
Cross-border data transfer requirements may create additional complexity as the company expands internationally. Various jurisdictions maintain different requirements for data localization, cross-border transfers, and data processing controls that could impact operational flexibility or require significant compliance investments.