Second Edition — Now Available
How a Bank's Markets Business Really Works — Trades, Teams, and the Full Lifecycle
Most people in financial services don't understand how the organisation around them actually works. Market Mechanics changes that — tracing every trade from the first client call to the last regulatory report, covering every team, every product, and every stage of the lifecycle.
Written by Llavan Sivaloganathan, Former Director at Citigroup. MBA, London Business School.
What I offer
Senior consulting and interim leadership for financial services organisations navigating Data & AI transformation, regulatory change, and capital markets technology. Director-level accountability and deep domain expertise.
| 01 | GenAI Strategy & Deployment | Most GenAI pilots never reach production. I design and deploy GenAI solutions that do — built for the compliance, audit, and regulatory constraints of financial services. From business case and ROI modelling through to working systems with measurable outcomes. Delivered $32m net benefit at Citi through AI-driven data governance and control automation. | LLMsRAGAI governance |
| 02 | Data Governance & Domain Management | Building data frameworks that satisfy regulators, enable AI, and actually get used. Domain ownership models, taxonomies, critical data element standardisation, and automated data quality — designed to withstand ECB, PRA, and OCC scrutiny. Deep expertise in ISO 20022 and BCBS 239. | ISO 20022BCBS 239Data quality |
| 03 | Regulatory Programme Delivery | Complex regulatory commitments delivered on time — every time. Direct engagement with ECB, PRA, OCC, and FRB. Consent order execution, LIBOR to RFR transition, EMIR, Volcker Rule, and Living Will. I translate between regulatory language and business reality at Board and C-suite level. | ECB · PRAOCC · FRBEMIR |
| 04 | Interim Director & Programme Leadership | Senior leadership for high-stakes, high-complexity programmes — budgets to £40m, global teams of 60+, direct C-suite and Board engagement. I step in, take ownership, and deliver. Chaired the Markets & Client Data Council at Citi with EMT and EMT-1 accountability. | InterimC-suite£40m budgets |
| 05 | Capital Markets Advisory | Front-to-back capital markets knowledge — from quantitative analysis through Director level. Rates, FX, Equities, Credit, Structured Products, and Benchmarks. I understand what trading, structuring, quantitative, and operations teams need, and bridge the gap between business and technology. | DerivativesBenchmarksFront-to-back |
Why me
Most consultants bring frameworks. I bring experience of doing the work at Director level inside the organisations you are navigating.
Track record
Measurable impact across Citi, Barclays, Deutsche Bank, Bank of America, and other global financial institutions.
Second Edition
How a Bank's Markets Business Really Works — the plain-English guide to the trade lifecycle, front/middle/back office, OTC derivatives, clearing, collateral, and EMIR.
"The map I wish had existed when I started — covering every trade, every team, and every stage of the lifecycle."
Most people in financial services understand their own piece of the business. Very few understand how the whole system connects. Market Mechanics closes that gap — tracing a trade from first client call to final regulatory report, explaining the role of every team along the way.
Written by Llavan Sivaloganathan, Former Director at Citigroup with over two decades of experience across capital markets at Citi, Barclays, Deutsche Bank, and Bank of America.
Who it is for: Students and graduates targeting markets roles · Junior bankers wanting the bigger picture · Professionals in operations, risk, technology, compliance, or legal who work alongside the front office · Anyone preparing for investment banking interviews.
Common questions
Answers to the questions most people have before reading Market Mechanics.
Contact
Available for senior consulting, interim director, and advisory engagements across Data & AI, regulatory programmes, and capital markets technology for financial services organisations globally. Based in London.
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