Automation and workflow in financial services, week ending 16 October 2026

Week ending 16 October 2026 · 21 sources

Agentic AI edges into bank production as the FCA eyes automation

Deutsche Bank rolled out Farsight across investment banking workflows and Indian banks began testing AI agents 12. Mastercard added trust services for AI-initiated payments, and the FCA plans to use AI to automate financial regulation 34.

Which way the market is moving

Agentic AI moves from pilot towards production

Deutsche Bank deployed Farsight across investment banking workflows while Indian and UK banks weigh how far to take AI agents 1213.

Deutsche Bank has deployed Farsight across its investment banking workflows, with the rollout described as bringing secure AI workflows to the bank 114. Indian banks have begun testing AI agents as a next layer of automation beyond copilots 2. Bank of America used Sibos 2026 to discuss agentic automation in treasury management 15.

The discussion is turning to control. Smartstream chief executive Akber Jaffer said scaling agentic AI from pilot to production depends on governance 5. IBM published an analysis of agentic threats in banking 16. FinTech Global noted that simply adding a model to an insurer's ecosystem is not the way to get the most value 17. IBS Intelligence argued UK banks will only see the gains if they stop playing it safe 13.

What it means: Institutions putting agents into production need controls similar to those applied to staff: defined permissions, audit trails and clear human sign-off points. The gap between firms that deploy and those that only pilot is starting to show.

Questions for vendors:

  1. Which actions can your agents take without human approval, and how is that configured?
  2. What audit trail is kept of agent decisions, prompts and tool calls?
  3. How do you test and monitor agents for misuse or manipulation once in production?

In the registry: Pega Platform (Pegasystems), ABBYY Vantage (ABBYY), Glia Agentic Workflows (Glia)

Payment networks build rails for AI agents

Mastercard expanded Agent Pay with trust and intelligence services for AI-initiated transactions 3.

Mastercard expanded Agent Pay, its agentic payments program, with trust and intelligence services that provide greater context for AI-initiated transactions 3. Stripe president John Collison said the company's agentic commerce activity went "vertical" last month 7.

At Sibos 2026, Coinbase's Yuga Cohler described new agentic protocols and secure infrastructure, built in collaboration with AWS, to power autonomous AI payments 6. Finextra also hosted discussion on how banks can prepare their payments for agentic AI and digital assets 18. Network programs, payment providers and crypto infrastructure firms are each building their own approach to payments that agents start on a customer's behalf 376.

What it means: Issuers and payments firms will need to decide how to recognise, authorise and dispute payments started by agents. Fraud rules, dispute processes and customer terms are worth reviewing before volumes grow.

Questions for vendors:

  1. How does your platform identify a transaction initiated by an AI agent rather than a person?
  2. Which agentic payment protocols and network programs do you support today?
  3. How are disputes handled when an agent acted under a customer's mandate?

In the registry: Pega Platform (Pegasystems), Integration Hub (collect.AI), Digital workplace solutions (Unisys)

Regulators automate as AML penalties land

The FCA plans to use AI to automate financial regulation, while US AML penalties hit Bank of America and American Express 489.

The Financial Times reported that the FCA plans to embrace AI to automate financial regulation 4. IBS Intelligence argued the same week that UK banks risk missing the gains from agentic AI if they keep playing it safe 13.

In the US, Bank of America was fined $1.2bn for a "deficient and ineffective" anti-money laundering process and "egregious and continued" violations of the Bank Secrecy Act 8. The OCC, the main US banking regulator, issued a $350m civil money penalty against American Express National Bank for deficiencies in its AML program 9. Both penalties concern the AML processes of large US institutions 89.

What it means: Compliance processes that rely on manual steps are harder to evidence and easier to fault. Firms should expect supervisors to work faster with data, and should check that AML case management can show who did what and when.

Questions for vendors:

  1. How does your case management record decisions and reviewer actions for AML audit?
  2. Can your workflows produce regulator-ready reporting on demand?
  3. How do you surface process bottlenecks and backlogs in alert handling?

In the registry: Pega Platform (Pegasystems), ABBYY Timeline (ABBYY), Glia Agentic Workflows (Glia)

AI built into lending, spend and document workflows

nCino, PEX and Veryfi each added AI automation to established finance workflows 101112.

nCino brought AI-powered guidance and automation together in its loan officer productivity suite for mortgage 10. PEX launched PEX AI, which automates everyday finance work, runs multi-step workflows and connects PEX to AI assistants such as ChatGPT and Claude 11.

Veryfi made its Fraud Detection & Prevention Suite generally available, describing it as a configurable, API-first platform that detects fraudulent documents and checks 12. These launches place AI inside tools that loan officers, finance teams and fraud analysts already use 101112.

What it means: Much new AI capability will arrive as features in existing products, so contract reviews and model risk processes need to catch it. Connecting finance tools to general AI assistants also widens who and what can reach financial data.

Questions for vendors:

  1. Which AI features are switched on by default, and can they be disabled per team?
  2. What data passes to third-party AI assistants when connectors are used?
  3. How is document fraud detection accuracy measured and reported to clients?

In the registry: ABBYY FineReader (ABBYY), Pega Platform (Pegasystems), Integration Hub (collect.AI)

Market infrastructure invests in integration

SGX FX deepened its integration with BlackRock's Aladdin and CLS completed an infrastructure migration with Kyndryl 1920.

SGX FX and BlackRock expanded the integration between BidFX, SGX FX's cloud-based FX execution management platform, and Aladdin to streamline institutional FX trading workflows 19. CLS, which provides settlement, processing and data solutions, completed an infrastructure migration with Kyndryl 20.

At Sibos 2026, Smartstream's Nick Smith said banks are progressing at different speeds towards real-time payments, intraday liquidity management and post-trade automation, largely because of differences in culture 21. Finextra framed the discussion as the industry already moving beyond T+1 21.

What it means: Asset managers and banks that depend on these platforms should check how integration and migration changes affect their own workflows and controls. Culture, not only technology, may set the pace of post-trade automation programs.

Questions for vendors:

  1. What changes to APIs, data formats or cut-off times follow this integration or migration?
  2. How do you support intraday liquidity monitoring and post-trade exception workflows?

In the registry: Integration Hub (collect.AI), ABBYY Vantage (ABBYY), Integrations (Sensedia)

Regulation and supervision

Sources

  1. FinTech Futures, 2026-10-14: Deutsche Bank deploys Farsight across investment banking workflows
  2. ET CIO, 2026-10-09: From copilots to AI agents: Indian banks begin testing the next layer of automation - Agentic Banking
  3. Finextra (security), 2026-10-09: Mastercard rolls out trust and intelligence services for agentic commerce
  4. Financial Times, 2026-10-15: FCA plans to embrace AI to automate financial regulation
  5. Finextra, 2026-10-13: How Banks Can Safely Scale Agentic AI From Pilot to Production
  6. Finextra, 2026-10-12: Agentic Payments: How Will AI Protocols Transform Finance?
  7. Payments Dive, 2026-10-15: Stripe agentic commerce revs up
  8. Finextra (security), 2026-10-14: BoA fined $1.2bn over "egregious" AML deficiencies
  9. Finextra (security), 2026-10-09: Amex hit with $350m penalty for AML deficiencies
  10. The Globe and Mail, 2026-10-12: nCino Brings AI-Powered Guidance and Automation Together in Loan Officer Productivity Suite for Mortgage
  11. Finextra, 2026-10-15: PEX brings AI-powered finance workflows to ChatGPT and Claude
  12. Finextra (security), 2026-10-12: Veryfi launches AI-powered fraud prevention tools
  13. IBS Intelligence, 2026-10-14: Agentic AI could transform UK banks – but only if they stop playing it safe
  14. FinTech Global, 2026-10-13: Farsight brings secure AI workflows to Deutsche Bank
  15. FinTech Futures, 2026-10-14: Video: Bank of America at Sibos 2026 - AI evolution and agentic automation in treasury management
  16. IBM, 2026-10-12: Agentic Threats in Banking: Separating Signal from Noise
  17. FinTech Global, 2026-10-15: Building the foundations for successful AI adoption in insurance
  18. Finextra Research, 2026-10-14: Agentic AI and Digital Assets: How Can Banks Future-Proof Payments?
  19. Finextra (cloud), 2026-10-15: SGX FX expands integration with BlackRock’s Aladdin® platform
  20. Finextra (security), 2026-10-15: CLS completes infrastructure migration with Kyndryl
  21. Finextra, 2026-10-13: Culture Shifts: Why the Industry Is Already Moving Beyond T+1

About automation and workflow software

Automation and workflow software moves work through an institution without rekeying: process automation, robotic process automation, document processing and work management.

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