The real risk in portfolio data management is immobile data trapped in a tech stack that was not designed to keep up. Let's get that data moving.
Running a tight investment operation today means delivering accurate, timely data – not wrestling with fragmented infrastructure that was not built for integration. Across custodians, performance engines, external bank accounts and third-party aggregators, firms are stitching together a patchwork that introduces error at every seam.
The problem is not a shortage of tools, it is the immobility of data between them. When a client’s total portfolio spans invested assets, cash deposits, and fixed assets held at different institutions, getting all of that into one place, normalized and ready for reporting, becomes an exercise in manual labor.
For firms with institutional or government clients who have their own reporting obligations down the line, the pressure doubles. A delay in your data is a delay in their reporting.
Jeff Harvey, Executive Director of Operations at Deep Blue Investment, understands this problem from every angle and has dealt with it firsthand across a broad range of clients. At the CommunifyIntelligence Experience, he shared his perspective on the data and tech challenges firms are still wrestling with – and where AI fits in.
Why Portfolio Data Gets Stuck in Legacy Tech – and How to Get It Moving
Harvey works with a broad range of clients – from retail investors and high-net-worth individuals through to local government entities managing public finances. The common thread across all of them: the technology must advance faster to meet their needs.
- Legacy systems are accumulating debt faster than they are solving it.
Portfolio accounting systems and performance engines are not keeping pace with what investors need to see. Instead, firms are building workarounds – extra technology layered on top of existing technology, each layer adding a new potential point of failure. "You end up buying additional technology to sit on top," Harvey explained, "and then you get into the mobility of data."
- Data aggregation covers custody, but it does not cover everything.
Custodian data is broadly well-served by aggregators. But a client's checking account, high-yield savings, or external deposit holdings? That data still requires manual intervention in many firms: someone reads a PDF statement, types the figures and copies the data into the performance engine. Every step in that chain is a fail point, Harvey noted. Every fail point requires a human quality-control layer on top. The cost compounds quickly.
- Service-level agreements add layers that manual processes cannot handle.
When firms have explicit obligations to deliver accurate, timely data to clients – who in turn have their own reporting requirements – every gap in the data chain requires a human fix. Rather than solving the underlying problem, firms typically add manual quality-control layers on top of already fragmented systems. That compounds the bottleneck instead of clearing it.
AI gets portfolio data moving – and it does not replace the human layer to do it.
For firms still working through manual statement processing and fragmented systems, AI offers a practical and immediate way forward. AI reads external statements directly, extracts the relevant data with a sourcereference, and presents it to a human approver before anything enters the system. That is exactly what Harvey saw at the Communify Intelligence Experience – and what left a clear impression on him.
How Communify Gets Portfolio Data Moving
Communify is designed around the exact challenges Harvey described – addressing the problem at its source, the points where data gets stuck and manual handling fills the gap.
With Communify’s AI Document Upload, clients upload statements, records and reports securely, and the intelligence feeds directly into the Communify Knowledge Base — controlled, trustedand verified. What used to take weeks of manual collection, email back-and-forth and Excel copy-paste now happens in seconds. From there, MIND™ AI builds a verified financial picture every output can be traced back to, with the Proof of Dimension (P.O.D.) framework ensuring the data is accurate, licensed and auditable at scale. For firms processing hundreds of complex documents a month, that is the difference between intelligence you can act on and a backlog you can't clear.
MIND™ AI and the Proof of Dimension (P.O.D.™) Framework – MIND™ AI is built with the audit trail and human oversight that investment operations demand. It reads external statements that clients load securely and directly, extracts the relevant data points, shows the human approver exactly where each figure came from in the source document, and waits for sign-off before writing anything to the system. Data moves where it needs to be. Your team focuses on what actually requires their judgment.
Work with Communify to Fix the Data First. Everything Else Follows.
Solving data mobility is not a nice-to-have for investment operations – it is the precondition for everything else. You cannot deliver personalized engagement across your client base with data you cannot trust. You cannot use AI reliably if the inputs are manual and inconsistent. You cannot meet your service-level obligations if your team is spending capacity on extraction rather than analysis.
Jeff Harvey was specific about where firms need to focus: identify the fail points, remove the manual handling, elevate your people to work that requires judgment. The AI-powered statement processing he saw at the Communify Intelligence Experience is exactly that in practice – a structured process that gets data moving without removing the judgment of the people behind it.
Communify connects the data your firm holds to the intelligence your clients need – from the Knowledge Base that normalizes and enriches your data, through MIND™ AI that makes it actionable, to Intelligent Dialogues™ and ClientScore™ that put the right insight in front of the right client at the right moment.
To see how Communify can help your firm get portfolio data moving and put it to work for your clients, book a demo.
