---
title: "BMLL and AiMi: Automating Market Data Change Management"
description: How BMLL deployed AiMi's actionable intelligence platform across its global market footprint, turning a manual, high volume stream of exchange and vendor notices into a faster, lower risk automated workflow that streamlines manual effort and strengthens BMLL's own agentic efforts.
image: https://aimi.technology/hubfs/AiMi%20BMLL%20Hero-1.png
---

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![\<span id=](https://aimi.technology/hubfs/AiMi%20BMLL%20Hero-1.png)BMLL and AiMi: Automating Market Data Change Management"\>

Case Study

# BMLL and AiMi: Automating Market Data Change Management

 Sep 28, 2026

Case Study

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Table of Contents

How BMLL deployed AiMi's actionable intelligence platform across its global market footprint, turning a manual, high volume stream of exchange and vendor notices into a faster, lower risk automated workflow that streamlines manual effort and strengthens BMLL's own agentic efforts.

> “
> 
> Trawling through hundreds of email notices was a laborious and time-consuming task. AiMi's automation and integration gives us more confidence that we action every critical notice from exchanges.
> 
> Nigel Kettlewell, Lead Architect, BMLL

#### The Challenge

BMLL provides the highest quality historical order book data and analytics across exchanges and trading venues in the Americas, EMEA and APAC. Covering that much market structure means facing a constant stream of exchange and vendor notices, from connectivity changes and protocol upgrades to reference data updates and index rebalances. Before AiMi, keeping pace meant manual monitoring and triage, an approach that doesn't scale as coverage grows and carries real risk when a notice is missed or mis-triaged.

#### The Solution

BMLL adopted AiMi's Change Intelligence solution, built specifically for capital markets trading and market data operations, to adopt a more scalable, straight-through-process that integrates with their existing delivery stack. As a turnkey solution, it was deployed quickly, with AiMi's autonomous agents integrating into and enhancing BMLL's existing processes almost immediately, extending from an initial pilot to full global coverage within a couple of months as trust in the platform's classifications grew. Through the partnership, BMLL is using AiMi's agentic platform to:

- Automate notice ingestion and change tracking across BMLL's entire data universe
- Move change review and ticket creation from manual to automated, filtering out noise so only genuinely actionable changes are raised
- Assess the impact of each change against BMLL's own infrastructure and data sourcing footprint, for a more personalised assessment and review
- Continually adapt to evolving business needs and wider market developments, refining the underlying workflow and automation logic together

#### The Impact

With AiMi live, BMLL covers every market it operates in without checking each notice by hand, cutting the risk of a missed or mis-triaged change and freeing the team to spend its time on the decisions dependent on their experienced team, not the process of finding them. The partnership has continued to deepen beyond the initial rollout, with the conversation now extending into new areas of coverage.

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### Talk to us about your own market data change management

If exchange and vendor notices are consuming more of your team's time than they should, we'd like to show you what a structured, AI-driven platform looks like against your own environment.

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## Similar posts

<https://aimi.technology/resources/aimilaunchesfullyagenticworkflow>

News

### [AiMi launches fully agentic workflow for managing mandatory market and vendor change](https://aimi.technology/resources/aimilaunchesfullyagenticworkflow)

Latest version of AiMi’s platform provides an end-to-end intelligent workflow to streamline trading and data operations

 Ollie Cadman  Oct 23, 2025

<https://aimi.technology/resources/managingmarketchange>

Thought Leadership

### [Using Agentic AI to Manage Mandatory Market Change](https://aimi.technology/resources/managingmarketchange)

Leveraging agentic AI can streamline mandatory change management when given the right context and integrated into existing workflows.

 Ollie Cadman  Oct 29, 2025

<https://aimi.technology/resources/q125productupdate>

Product Update

### [AiMi: Q1 2025 Product Update](https://aimi.technology/resources/q125productupdate)

AiMi's Q1 2025 update includes expanded markets, enhanced automation, and new customisation options, further streamlining exchange change management.

 Ollie Cadman  Apr 9, 2025

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