Explore Enzai’s full suite of AI governance products designed to help organizations manage, monitor, and scale AI with confidence. From structured intake and centralized AI inventories to automated assessments and real-time oversight, Enzai provides the building blocks to embed governance directly into everyday AI workflows - without slowing innovation.

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ESMA AI/ML Governance Expectations

ESMA AI/ML Governance Expectations

Regulatory guidelines from the European Securities and Markets Authority regarding the use of AI and Machine Learning in financial markets.

Updated in early 2026, these expectations focus on algorithmic trading and investment services. ESMA mandates that financial firms maintain human-in-the-loop oversight, rigorous pre-trade controls (PTCs), and clear documentation of model calibration to prevent market manipulation or flash crashes caused by autonomous trading agents.

A hedge fund using a high-frequency ML model for trade execution must document its kill-switch protocols and bias-testing results to satisfy an ESMA-aligned audit by a national regulator.

“What used to take weeks of manual reviews and policy work is now structured and auditable in Enzai within minutes. It’s the first time AI governance has felt operational, not theoretical.”

Ready to get started

with your AI governance program?

Enzai provides an AI governance and enablement platform that will help your organisation maximise AI adoption, while minimising AI risk.

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Frosted glass visual with warm amber and gold light. Enzai provides a lawyer-led platform for AI governance and trust.

Customer Support Ticket Classification

Draft Use Case

5 requested AI solutions

Requested on: 7 Nov 2026

Requested by: Enzai

Reviewers:

Automated Contract Risk Review

Draft Use Case

5 requested AI solutions

Requested on: 7 July 2026

Requested by: Enzai

Reviewers:

Sales Forecasting & Demand Prediction

Draft Use Case

5 requested AI solutions

Requested on: 18 August 2026

Requested by: Enzai

Reviewers:

Employee Resume Screening Assistant

Draft Use Case

5 requested AI solutions

Requested on: 19 June 2026

Requested by: Enzai

Reviewers:

Ready to get started

with your AI governance program?

Enzai provides an AI governance and enablement platform that will help your organisation maximise AI adoption, while minimising AI risk.

Hear back in 24 hours

Dark frosted glass with a vertical golden glow. Enzai offers comprehensive AI governance and compliance solutions.

Customer Support Ticket Classification

Draft Use Case

5 requested AI solutions

Requested on: 7 Nov 2026

Requested by: Enzai

Reviewers:

Automated Contract Risk Review

Draft Use Case

5 requested AI solutions

Requested on: 7 July 2026

Requested by: Enzai

Reviewers:

Sales Forecasting & Demand Prediction

Draft Use Case

5 requested AI solutions

Requested on: 18 August 2026

Requested by: Enzai

Reviewers:

Employee Resume Screening Assistant

Draft Use Case

5 requested AI solutions

Requested on: 19 June 2026

Requested by: Enzai

Reviewers:

“What used to take weeks of manual reviews and policy work is now structured and auditable in Enzai within minutes. It’s the first time AI governance has felt operational, not theoretical.”

Ready to get started

with your AI governance program?

Hear back in 24 hours

Dark frosted glass with a vertical golden glow. Enzai offers comprehensive AI governance and compliance solutions.

Customer Support Ticket Classification

Draft Use Case

5 requested AI solutions

Requested on: 7 Nov 2026

Requested by: Enzai

Reviewers:

Automated Contract Risk Review

Draft Use Case

5 requested AI solutions

Requested on: 7 July 2026

Requested by: Enzai

Reviewers:

Sales Forecasting & Demand Prediction

Draft Use Case

5 requested AI solutions

Requested on: 18 August 2026

Requested by: Enzai

Reviewers:

Employee Resume Screening Assistant

Draft Use Case

5 requested AI solutions

Requested on: 19 June 2026

Requested by: Enzai

Reviewers: