Financial Exchanges

Governed AI for trade matching, regulatory reporting and market data at scale.

Exchanges and trading venues sit at the centre of enormous volumes of customer, member and trade data flowing in from multiple counterparties, clearing systems and market participants every day. Matching what one side of a trade reports against what the other side submits has to happen fast and accurately, and every trade then has to be reported to regulators within tight deadlines with no room for error. DataReadyAI closes the gap between that volume of data and the governed, auditable process needed to handle it.

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The gap, closed

Every blocker, answered by one governed layer.

The problems that stall AI in financial exchanges all come back to data that is scattered and ungoverned. Here is how DataReadyAI addresses each one.

The challenge today With DataReadyAI
Each counterparty submits its own record of a trade, and reconciling those submissions across huge volumes and many counterparties is slow and manual.
Automated matching of counterparty submissions at volume, surfacing and explaining breaks so operations teams resolve exceptions faster.
Every matched trade carries a reporting obligation across multiple jurisdictions with different formats and deadlines, and errors risk fines and reputational damage.
Source-traceable regulatory reports assembled across jurisdictions, with a full audit trail from raw submission to filed report.
Trade, counterparty and customer data is highly sensitive and heavily regulated, so ungoverned AI access is simply not an option.
A governed control plane that gives every AI interaction access control, lineage and audit, so compliance keeps full control over what the AI can see and do.
Member and customer data is scattered across onboarding, trading and clearing systems, so no one has a single trusted view.
A consistent, access-controlled view of member and customer data across onboarding, trading and clearing, with each user seeing only what they are entitled to.
Where it applies

Four workflows, one governed layer.

Trade reconciliation & matching

Match counterparty trade submissions against each other at volume, automatically surfacing and explaining breaks so operations teams resolve exceptions faster.

Regulatory trade reporting

Assemble accurate, source-traceable trade reports for regulators across jurisdictions, with a full audit trail from raw submission to filed report.

Member & customer data governance

Give a consistent, access-controlled view of member and customer data across onboarding, trading and clearing systems.

Governed surveillance & anomaly detection

Let compliance teams query trade and market data with AI to spot unusual patterns, with enterprise-grade access control built in rather than bolted on.

Why DataReadyAI

Built for regulated data environments.

We are a Sydney-founded, cloud- and model-agnostic AI company built specifically for regulated data environments handling high volumes of sensitive transactional data. DataReadyAI works with organisations across regulated, data-intensive sectors, and it sits alongside your existing trading and reporting systems rather than asking you to replace them. Our guiding principle is simple: the user, not the vendor, should hold the power in the agentic AI era.

Cloud & model agnostic

Works across your existing data platforms, cloud and language models. No forced migration, and no lock-in to a single vendor.

Governance by design

Access control, lineage and audit on every AI interaction, so your risk and compliance functions stay firmly in control.

Built for regulated sectors

Working with organisations across regulated, data-intensive sectors, from financial services and insurance to healthcare, government and resources, where data sensitivity is greatest.

Let’s talk about what governed AI could do for your trade matching, regulatory reporting or surveillance workflows.

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