🎓 Open to All Graduates & Finance Students · FREE First Workshop for Every College · Individual Students Also Welcome
Automation, RPA
& AI in
Banking Operations
The back office of 2030 looks nothing like the back office of 2010. This workshop explains how RPA, AI, and intelligent automation are reshaping every corner of banking operations — and what that means for the careers of candidates entering the industry today.
About
What This Workshop Covers
This workshop explains how automation technologies, robotic process automation, and artificial intelligence are transforming banking operations at every level — from trade capture and reconciliation through to exception handling, regulatory reporting, and client servicing. Participants learn how repetitive operational tasks are automated to improve efficiency and reduce errors, which platforms are being deployed by global banks today, and — critically — how to position themselves as candidates who understand and can work alongside these technologies rather than being replaced by them.
Topics
Fundamentals Covered
Introduction to RPA
What RPA is, how software bots mimic human actions on banking systems, the difference between attended and unattended automation, and why banks have invested billions in RPA deployment since 2015.
AI Applications in Banking
Supervised and unsupervised ML in AML alert scoring (reducing false positives by 60–80%), NLP in contract review and client onboarding, computer vision in document verification, and AI-driven trade surveillance.
Process Automation Workflow
How a banking operations process is identified, mapped, assessed for automation suitability (rule-based, high volume, low exception rate), and then built, tested, and deployed as an RPA bot or AI workflow.
Straight-Through Processing
STP architecture in trade operations — how trades flow from FIX execution through booking, confirmation matching, settlement instruction generation, and CSD submission with zero manual touchpoints when all data is clean.
Operational Efficiency Improvement
Measuring the impact of automation — STP rate KPIs, error rate reduction, headcount reallocation from processing to oversight, cost-per-trade benchmarks, and real bank case studies (JPMorgan COiN, HSBC RPA programmes).
Exception Handling Automation
Intelligent triage of operational exceptions — ML models classifying break types, auto-resolution of timing differences and known SSI mismatches, routing of genuinely complex breaks to human analysts with full context pre-populated.
Data Analytics Basics
How banking operations teams use Power BI and Tableau for real-time operational dashboards, Python (pandas, NumPy) for data reconciliation and break analysis, and SQL for querying trade and settlement databases.
Intelligent Reporting Systems
How AI-driven reporting engines (Axiom SL, Vermeg) auto-populate regulatory returns from source data, flag anomalies before submission, and generate management MI packs with natural language summaries.
Automation Risks & Controls
Bot failure modes — data feed changes breaking automation logic, unchecked bots amplifying errors at scale — change management controls, bot governance frameworks, and human-in-the-loop oversight requirements.
Future Trends in Banking Technology
Generative AI in operations (drafting client communications, summarising audit trails), agentic AI workflows, real-time T+0 settlement pilots, tokenised asset operations, and what skills will define the operations professional of 2030.
Outcomes
Skills Developed
- Understanding of automation concepts — RPA, STP, AI, and how they interconnect in a banking operations environment
- Digital transformation awareness — which processes are being automated and which still require human judgment
- Process optimisation thinking — identifying automation opportunities and articulating them in interviews and on the job
- AI and RPA platform exposure — UiPath, Blue Prism, Automation Anywhere, Power BI, Python, and Tableau
- Future-ready banking skills — understanding where the industry is heading and positioning accordingly
First workshop is FREE for every college. Individual students are also welcome to register and attend at no cost for the first session.
Career Opportunities
Roles You Can Target
Book a Workshop
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