AI solutions
for alternative investment managers
Free up time for higher-skilled tasks
Adopt generative AI for analysis across thousands of pages of content, rapidly turning
complexity into clarity, accelerate due diligence and research workflows from days to minutes, or automate repetitive tasks in the middle and back-office.
Alpha creation with AI
Conduct financial time series analysis with the latest AI innovations, including LLMs, or use AI for sentiment and trend analysis by analysing both numerical data and related textual information such as news or reports.
Stay relevant
Enable your teams to deliver better outcomes for your investors and maintain a competitive edge compared to your peers.
Lower barrier of entry
AI solutions range from chatbots for Q&A on your data, multi-agent architectures that can run complex workflows autonomously, to novel AI-driven analytics. Qaike supports alternative investment managers with the effortless and robust deployment of these solutions without compromising on the highest standards for data privacy and security. Check our database of vendors here.
How can Qaike help?
Qaike focuses on modular, scalable and provider-agnostic solutions, to ensure AI systems perform optimally, remain trustworthy, compliant and resilient.
For AI to work for you, it must fit in your organization’s processes and systems, know-how and culture. We tailor our services to your needs, from designing AI strategy, preparing your data infrastructure, to implementing solutions and training.
Most alternative asset managers have lean teams, without the bandwidth and deep knowledge required to build, maintain or analyse AI tools.
Qaike can help you select and deliver third-party solutions from vendors subject to rigorous due diligence on the embedded AI technology, based upon the latest available frameworks.
The landscape of AI tools is advancing rapidly. Qaike is constantly keeping up-to-date of the market and uses proprietary analysis to evaluate platforms and tools based on a variety of key factors relevant to AI systems.
Check our database of vendors here.
133
AI service providers dedicated to alternative asset managers under analysis
49%+
US -based
26%+
Vendors launched within the last 3 years
FAQs
How does Qaike work?
Together with the client we explore practical AI use cases which carry a relevant ROI. We investigate your current data infrastructure as the quality and accessibility of data is key for AI systems. Subsequently, we develop an implementation strategy, including developing the knowledge management infrastructure, the selection of relevant AI tools or platforms, and integration with internal and external data sources and systems. In each project, data security, privacy, access controls, authentication, encryption and accuracy are prime considerations.
Why Qaike?
Qaike is independent of any AI tool or platform provider. We select the relevant tools and platforms based upon various key factors, from the perspective of the client. We also partner with selected AI engineers and DevOps engineers.
What type of clients do you work with?
Hedge funds, private markets firms (private equity/credit, venture capital) as well as service providers and their clients.
Are you a SaaS platform?
No. We select and work with third-party SaaS platforms. We also develop software with partners, using both open-source libraries and closed-source services, which can be deployed in the cloud (public/private) or on-premise.
How do you select AI service providers?
We use a variety of key technical and qualitative factors relevant to AI systems in our proprietary analysis. Besides many factors applicable to data security, system integrations, quality of the user interface, customisability, running costs etc., we also consider vendor risk which is key as many vendors are relatively new.
What AI models do you work with?
We are fully AI model agnostic. For generative AI, we are agnostic to any LLM models. The choice of models is based upon various key factors.
How do you ensure compliance and monitor regulations?
Regulatory compliance is part of our assessment of the client’s requirements and situation, as well as during the selection of any providers, or software development.
We also cover the implementation of governance processes and monitoring tools.
Does Qaike monitor responsible AI use?
Yes, monitoring tools on responsible AI will be part of the implementation where applicable.
How do you charge?
We charge a fixed fee, subject to successful implementation, agreed at the start of the project.
We also negotiate vendor discounts on your behalf.
Insights and Updates
AI agents are transforming alternative investment management by automating tasks, enhancing decision-making, and personalizing client interactions. With capabilities like memory, learning, and autonomy, they optimize portfolios, streamline operations, and improve risk management. Their integration marks a major shift, making firms more agile, efficient, and competitive in a data-driven world.
Generative AI and AI agents are reshaping investment management. Firms must weigh buying ready-made solutions for speed and cost-efficiency against building custom systems for control and competitive edge. The “buy vs. build” decision hinges on integration, scalability, security, and strategic fit—guiding future AI adoption.
Qaike is a cutting-edge financial technology firm founded by former financial markets specialists with decades of joint expertise in trading, risk management and data analytics at various banks and hedge funds.