SERVICES
Data, risk and performance workflows built on source-linked, reusable investment information.
Create one governed data layer across administrators, banks, brokers and portfolio sources, then use it for reporting, look-through, risk and performance analytics.
Overview
Investment firms rarely have a shortage of data. The challenge is that the same positions, cashflows, valuations and reference data arrive from different providers in different formats, with different identifiers and definitions.
We build the controlled data layer first—source ownership, mappings, quality rules and lineage—then use the approved dataset to support portfolio reporting, exposure, risk and performance workflows.
The operating challenges we address
- Provider and portfolio data arrives in inconsistent formats.
- The same spreadsheet joins are rebuilt every reporting cycle.
- Risk, performance and management reports use different definitions.
- Underlying-fund and private-asset data lacks consistent look-through.
- Users cannot trace a reported number back to its source.
Capabilities
How the service works
| Step | Operating activity |
|---|---|
| 1 | Inventory sources, definitions, owners and permissions. |
| 2 | Ingest and map data into a common model. |
| 3 | Validate completeness, identifiers, currencies, dates and economic consistency. |
| 4 | Resolve data-quality exceptions and publish an approved dataset. |
| 5 | Use the same governed data for portfolio, risk, performance and management reporting. |
Technology & expertise
We combine controlled workflow technology with specialist operating knowledge. Expert judgement defines the rules, review criteria and exceptions; the technology layer connects data, automates repeatable processing, preserves evidence and routes issues to the right owner.
Core operating elements
- Financial AI Harness for workflow orchestration, tools, context and escalation.
- Specialist skills for the domain-specific work inside this service pillar.
- Approved data and system integrations rather than an unnecessary rip-and-replace model.
- Rules, validation, exception thresholds, permissions and audit trail.
- Expert review for judgement-sensitive and material items.
Who this is for
Most relevant to Hedge Funds, Asset & Multi-Managers, Family Offices, FoF/Allocators, Private Credit and multi-entity private-market firms.
Delivery models
| Model | Description |
|---|---|
| Managed Operations | We execute the agreed recurring workflow while client and appointed-provider approvals remain explicit. |
| Technology Enablement | We implement the data, workflow and control layer for the client team to operate. |
| Hybrid / Co-sourced | Execution and review are shared through a documented responsibility and escalation model. |
| Transition & Implementation | We mobilise the operating model during a launch, provider change or transformation. |
Responsibility and control
Our service architecture is designed to preserve formal responsibility boundaries. Where a regulated, fiduciary, legal, tax, audit, banking, custody, agency or investment-management role belongs to the client or an appointed provider, that responsibility remains explicit. Kelton operates the agreed workflow, technology, data and specialist-support layer within the documented mandate.
Discuss Data, Risk & Performance
Start with one operating problem or one workflow. We will map the current process, the data and provider dependencies, the control model and a practical first engagement.