Ocellics Fund Data Services

Advisory-Led by Design

Strategic guidance that shapes how fund data is structured, validated, and used across your business.

Why Advisory?

At Ocellics Fund Data Services, advisory isn't a separate offering. It underpins everything we do. Our team work closely with clients to define the right data structures, processes, and controls before any technology is introduced.

This ensures that every solution is aligned to your operational reality, supports consistent reporting, and delivers outcomes that are reliable, scalable, and fit for purpose.

Advisory Team

Our advisory team brings deep experience across fund data, operations, and reporting, working directly with clients to solve complex challenges with clarity and precision.

Managing Director

Steven Estcourt

Steve brings over 20 years of experience in financial technology, combining deep technical expertise with strategic oversight. After spending more than a decade in London building valuation and control systems for leading financial institutions, he returned to South Africa to apply that experience to the local investment industry.

Since founding Ocellics in 2007, Steve has been instrumental in leading the development of strategic solutions for asset managers and institutional investors. His focus lies in aligning technology with business needs, ensuring the design and implementation of scalable, efficient systems that support long-term operational goals.

Director & Software Architect

Jonathan McKie

Jonathan has built a career around designing and delivering robust, high-performance systems for the investment industry. Before joining Ocellics in 2013, he led software architecture at RisCura, where he specialised in building systems for risk reporting and data management.

At Ocellics, Jonathan leads platform architecture and development strategy. He plays a central role in shaping technical solutions, from planning and design through to implementation, ensuring they meet the performance and integration demands of complex financial environments.

Senior Fund Data Engineer

Robert Davis

After completing a BEng in Chemical Engineering at Stellenbosch University, Rob transitioned into data and technology, further strengthening his skills with formal studies in Computer Science and Data Science.

Now a Senior Fund Data Engineer at Ocellics Fund Data Services, Rob specialises in building and optimising data pipelines, validation frameworks, and reporting workflows for investment teams. He works closely with clients to structure and transform complex, multi-source data into reliable, analytics-ready outputs.

With strong expertise in SQL, data modelling, and cloud-based architectures, Rob focuses on improving data quality, automation, and operational efficiency. He is particularly skilled at designing scalable solutions that support consistent, auditable, and repeatable fund reporting processes.

Our Motivation

The Ocellics team has given me the opportunity to partner with like-minded individuals to build a multi-dimensional solution-focused business where there are no limits placed on creativity and no compromises made on quality.

Steve Estcourt

As a software engineer in finance, I noticed companies struggling due to incomplete or incorrect data. Departments had limited access to data, leading to ad-hoc solutions. I wanted to solve this issue wholistically, making the development of new financial solutions a lot more fun.

Jonathan McKie