AI Compliance Monitoring: A Framework for Financial Firms

AI is reshaping compliance monitoring and recording. Governance, data quality, and architectural control now determine whether that transformation creates value or technical debt.

Written by: Luware Marketing
Luware Marketing
Luware Recording
22.05.2026
AI Compliance Monitoring: A Framework for Financial Firms

What you’ll take away

This white paper sets out a regulatory-first framework for compliance recording and monitoring infrastructure that satisfies MiFID II, MAR, FINRA, SEC 17a-4, and DORA requirements. It also demonstrates how this infrastructure helps firms transform regulatory data from a cost burden into a strategic asset. You can expect the following:

Assess your AI readiness

The four conditions that determine whether AI in compliance monitoring delivers value or accumulates technical debt.

Evaluate vendors with confidence

A practical framework for assessing monitoring and recording platforms, including what to ask regarding data control, private AI hosting, transcription accuracy, and DORA readiness.

Learn from real‑world implementation

A real-world example of how these principles translate into a working compliance monitoring architecture and where firms most often get it wrong.

Who this is for

This white paper is written for Heads of Compliance, COOs, and Surveillance leads in financial services. It is most relevant to banks, broker-dealers, asset managers, and trading firms operating under MiFID II, MAR, FINRA, SEC, CFTC, or FINMA jurisdiction. The focus is communications recording and monitoring: the infrastructure on which AI in compliance depends.

Download the white paper

Explore how regulated organizations can prepare their compliance recording environments for AI—responsibly, transparently, and in line with regulatory expectations. Simply fill in the form to download your copy.

Download the white paper

Explore how regulated organizations can prepare their compliance recording environments for AI: responsibly, transparently, and in line with regulatory expectations. Simply fill in the form to download your copy.

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