Data Management

Your Data Model. Your Sources. Full Context.

Open data hub for investment operations. Connect any source, structure data your way, keep context up to date.

Ingestion

Ingest & Store Any Data

Bring all your operational inputs into one place, regardless of format or source.

Universal ingestion

Load IBOR, ABOR, custodian files, PDFs, emails, APIs, and database feeds.

Any file type

Structured, unstructured, hybrid.

Single source of truth

Centralise trades, positions, balances, NAVs, and documents together.

Any connector

S3, Snowflake, Databricks, in-house databases, and more.

Private and liquid markets

Harmonise capital calls, distributions, and statements alongside daily IBOR, ABOR, and custodian data in the same operational model.

Raw file storage

Keep original files with full traceability and version history.

Automatic triggers

Start workflows when new data or files arrive.

Data Model

Design Your Own Data Model

A flexible structure that adapts to your operational reality. Model funds, instruments, portfolios, and processes exactly as your business works.
Custom schemas

Define objects with your own attributes, types, and validation rules.

Schema
Relationships

Link funds, share classes, instruments, positions, trades, and providers.

Links
Templates

Start from prebuilt objects for investment products, NAVs, positions, and funds.

Starter
Data quality rules

Enforce consistency at the attribute level during ingestion.

Quality
Views

Create custom views without altering the underlying data, and share them with internal and external teams.

Access
Records

Referential or time series instances of data.

Data
And many more...
Harmonisation

Harmonise and Structure Ingested Data

Turn inconsistent provider formats into one clean operational structure.

Schema mapping

Align custodian, admin, IBOR, and internal formats into one model.

Field normalisation

Standardise names, types, formats, and values across sources.

Referential alignment

Ensure instruments, funds, and counterparties match across datasets.

Time series handling

Manage positions, prices, NAVs, and transactions with history preserved.

Versioning

Keep track of multiple instances of the same data arriving at different times.

AI

AI Entity Resolution & Field Enrichment

Automatically clean, complete, and connect your data using proprietary models.

Classify

Detect the type of instrument, fund, or entity from raw data.

Enrich

Infer missing fields such as maturity, country, sector, or attributes from names.

Recognise

Match the same instrument or entity across different providers.

Human validation

Review and confirm enrichments when needed.

Extraction

Extract Data from Documents at Scale

Turn PDFs, reports, prospectuses, and statements into structured records.

Leverage pre-trained extraction models

Parse prospectuses, KIIDs, reports, PPMs, statements, and more.

Custom model training

Adapt extraction to your document types and logic.

Batch processing

Extract data from thousands of documents in parallel.

Full traceability

Link every extracted field back to its source document and location in the file.

Governance

Data Governance, Control, and Access

Ensure data is reliable, auditable, and easy to use.

Fine-grained access controls

Set permissions and rules for who can see what and where.

Audit trail

Complete history of who accessed, changed, or exported data.

Versioning and lineage

Track every change and source of every value.

Validation and alerts

Detect anomalies and data quality issues automatically.

Safe external collaboration

Filter, group, share externally, and explore data without exports

Unified API access

Query and distribute clean data to other systems.

Integration

Open Data Hub for Your Ecosystem

Ingest from anywhere and expose clean data back to your stack.

Connectors

Google Drive, S3, APIs, databases, custodians, administrators.

Data contracts and webhooks

Stable APIs with webhooks and predictable formats for engineers and data teams.

Vendor-agnostic

Acts as an integration hub, not a closed platform.

Operations

Enabler of Daily Investment Operations

The clean data layer behind your operational use cases.
Use Case

Multi-source reconciliation Harmonise holdings, cash, and trades across providers into comparable records.

Use Case

NAV validation Structure NAV components and trace every movement back to its origin.

Use Case

Fee verification Use clean, enriched data to independently recalculate fees and exceptions.

Use Case

Referential consistency Maintain a single trusted master for funds, instruments, and counterparties.

Use Case

Operational reporting Feed dashboards and regulatory outputs with governed, queryable data.

Use Case

Faster investigations Navigate linked data to resolve breaks and anomalies quickly.

Templates

Quick Start with Templates

Leverage predefined objects ready for immediate onboarding.

Investment products

Populate instrument referentials with consistent identifiers and attributes.

Get Started

See how your operational data becomes a trusted data foundation