Align Advisors helps regulated companies turn agentic AI into approved, working operations. We've sat on the trading floor, built the cloud ecosystems, and earned the executive seat. We know what a financial institution needs to say yes.

We empower fintech innovators with tailored go-to-market strategies and secure vital partnerships with leading startup ecosystems (Nvidia, Stripe, Anthropic), major cloud providers (AWS, Azure, Google Cloud), and essential data providers (Databricks, Snowflake). Achieve sustainable revenue growth through our proprietary 5-step Strategic Alignment Framework.

Our team of former financial services executives and technology specialists from top-tier firms delivers quantifiable impact.
Built Google Cloud's capital markets ecosystem from zero, with over 100% year over year growth.
Built with tier 1 capital markets platforms on timelines under 8 weeks.
Took a global custodian from no executive access to a signed agentic AI proof of concept.
Align Advisors goes deep in capital markets — building specialized, industry-focused AI agents that understand the nuances of trading, risk, compliance, and market structure.
Intelligent automation for order flow, execution strategy, and market microstructure
Real-time monitoring, regulatory alignment, and anomaly detection
Synthesizing signals, news, and alternative data into actionable insights
Personalized portfolio guidance powered by deep financial domain knowledge
"Without you, we never would have worked with Google Cloud, built our solution on Google and made the investment we did. We see you, your expertise and commitment as integral to our success."

Trusted collaboration that unlocked cloud transformation and solution development.

Clear expertise and committed support shaping key investment decisions.
COO, Kaiko and Google Partner
Align Advisors works at the intersection of frontier AI and enterprise data infrastructure, partnering with the platforms defining the future of capital markets intelligence.
Advanced reasoning and language models for financial analysis
Multimodal AI for market intelligence and document understanding
GPT models powering advisory and client-facing applications
Enterprise AI deployment on Google Cloud infrastructure
Unified data and AI platform for large-scale financial data
Cloud data platform enabling real-time market data sharing
Scalable infrastructure for AI workloads and fintech solutions
Multi-cloud flexibility for enterprise deployments
As someone who has long believed in the transformative power of open source technology, this gathering reinforced my conviction that we're at a pivotal moment for the financial services industry.

Throughout the keynotes and breakout sessions, one theme dominated the conversation: artificial intelligence. We're witnessing AI fundamentally reshape how financial institutions approach everything from infrastructure optimization to operational efficiency.
What excites me most isn't just the technology itself, but how open source principles are being applied to AI development and deployment.
The discussions around AI governance, implementation strategies, and the practical applications of AI in financial services were particularly compelling. As AI capabilities advance, the financial services industry faces the challenge of balancing rapid innovation with security, compliance, and responsibility. Open source frameworks and collaborative standards—exactly what FINOS and the Linux Foundation champion—offer a path forward that prioritizes transparency, security, and shared learning.

Another key focus throughout the sessions was infrastructure evolution. We're entering what many are calling the "post-cloud era"—not an abandonment of cloud computing, but a fundamental shift in how we think about distributed systems, hybrid architectures, and the true cost of infrastructure at scale.
Financial institutions are no longer simply consuming cloud services; they're becoming sophisticated infrastructure operators who demand portability, resilience, and cost optimization.
This shift represents a maturation of the market—organizations are now asking harder questions about where workloads should run, how to optimize costs without sacrificing innovation, and how to build infrastructure that's both flexible and secure.
OSFF exemplifies something essential: a neutral ground where competitors can collaborate on the foundational technologies that benefit the entire industry. The alternative—each institution building proprietary solutions to common problems—is inefficient, expensive, and ultimately limits innovation for everyone.
By contributing to and adopting open source projects through communities like FINOS, financial services firms can:
through shared investment in common infrastructure and tooling
through collective scrutiny, rapid vulnerability patching, and transparent code review
who value open source contribution and want to work on technology that has broad impact
by building on proven foundations rather than reinventing the wheel
rather than being subject to proprietary vendor decisions
Interested in learning more about open source in financial services? Visit finos.org or connect with me to discuss how open source can transform your organization.



Align Advisors brings deep, specialized AI capabilities built specifically for capital markets and fintech.
Building specialized autonomous agents that reason, plan, and act across capital markets workflows.
Customizing frontier models (Claude, Gemini, GPT) for financial domain tasks.
Integrating AI with Databricks, Snowflake, and cloud platforms for real-time financial intelligence.
Retrieval-augmented generation for compliance, research, and advisory use cases.
Risk frameworks, explainability, and regulatory alignment for AI in financial services.
From vision to execution — helping firms identify, prioritize, and deploy AI at scale.
alison@alignadvisors.io
Driving innovation and growth in the financial technology landscape:
Started on the trading floor at Salomon Brothers, Paribas, and Merrill Lynchm then spent two decades building where finance meets technology. She led capital markets ecosystem partnerships at Google Cloud, built proof of concept programs at Accenture and now advises tier-1 banks on agentic AI for market operations. She founded Align Advisors to help AI builders and financial institutions meet in the middle: production-ready AI that operations, risk and compliance will actually approve.
Our team is comprised of elite professionals with hands-on experience in leading fintech transformations.
This collective expertise ensures tailored strategies and actionable insights for your growth.
Our thought leadership and extensive advisory skills impact key industry organizations, shaping their agendas and driving meaningful change.
Guiding the strategic agenda and future-forward thought leadership for this influential AI collective.
Actively shaping events and content to elevate women leaders and innovators across the fintech landscape.
Contributing extensive advisory and industry insights to empower women professionals and foster growth.
Driving impactful discussions and initiatives, leveraging advisory skills to advance responsible AI adoption.
Stay ahead with our expert analysis and thought leadership.
Sign up for our exclusive newsletter to receive critical insights on capital markets, stablecoins, wealth management, and payments. Join 10,000+ industry professionals who trust our analysis.
Watch our latest videocasts for in-depth discussions with fintech leaders and experts. Gain a competitive edge with practical strategies and emerging trends.
Explore our comprehensive resources, including podcasts, events, and a rich blog archive, designed to empower your fintech journey.
Align Advisors