Insights

Perspectives on data, AI and agents, industry by industry.

69 points of view from our industry teams — filter by industry or topic, or search. Figures in each article are sourced or labelled.

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Banking Point of view · AI in banking7 min read2026-09-30

From copilots to agents: where supervised AI is starting to pay in bank operations

Generative AI assistants made individual bankers faster. Agents that execute whole workflows under human supervision are what move the cost base — and they need a different operating model to do it safely.

76%average cut in reconciliation task time reported by 12 banks using AI agents
Banking Article · Future of banking8 min read2026-09-30

Tokenised deposits, stablecoins and CBDCs: choosing the money that moves on-chain

2026 is the year programmable money moved from pilots to live value: real-value cross-border trials among central banks, bank deposit tokens on public chains and a US stablecoin law about to bite. Banks need a position on all three forms of money, not a bet on one.

80 secondsaverage settlement time in the BIS Project Agorá real-value trial of tokenised reserves and deposits across six currencies
Banking Report · AI in banking9 min read2026-09-29

What GitHub tells us about AI in banking

The open-source record shows where AI in financial services is really being built: agent frameworks and finance reference agents, data connectors, and a thin but important layer of governance. Stars are loud; the signals that matter for banks are quieter.

1,671new public GitHub repositories matching ‘banking agent’ created January–September 2026, up from 22 in all of 2023
Banking Executive briefing · AI in banking8 min read2026-09-25

Open-source AI in banks: adopting it without importing the risk

Open models, agent frameworks and MCP connectors are now part of almost every bank’s AI stack. The licence, supply-chain and regulatory questions they raise are answerable — but only if intake is designed for AI, not just for software.

17 of 18widely used finance-AI repositories we checked had no published OpenSSF Scorecard result
Banking Article · Banking industry trends8 min read2026-09-24

After the rate peak: deposits, margins and the fight for the primary relationship

The easing cycle is over almost before it finished, and rates are rising again. The lesson of the past three years is that margin is now earned customer by customer, and that the primary relationship is the only deposit franchise worth defending.

20%of US retail bank customers moved money away from their primary bank in the past three months, up from 17%
Banking Article · Future of banking8 min read2026-09-22

Climate risk after the retreat: why the prudential case outlasts the pledges

Voluntary alliances have dissolved and US supervisors have stepped back, yet European and UK prudential expectations have hardened. For banks, climate is becoming a risk-management and data discipline rather than a public commitment, and financed-emissions data remain the weakest link.

0.97:1low-carbon to fossil-fuel energy supply financing arranged by global banks in 2025, against the roughly 4:1 needed this decade
Banking Article · Banking industry trends8 min read2026-09-17

Embedded finance after Synapse: the sponsor bank's balance sheet is the product

Embedded finance keeps growing, but the US sponsor-bank enforcement wave showed that when a partnership fails, the bank's ledger and licence are what customers fall back on. The winners will be banks that can prove, every day, whose money is where.

$265min deposits frozen across more than 100,000 consumer accounts when the BaaS middleware provider Synapse collapsed
Banking Point of view · Transformation8 min read2026-09-17

The bank productivity playbook: why cost-to-income has barely moved, and what actually shifts it

Banks are more profitable than they have been in years, but their cost bases have hardly changed relative to assets. The next step change will come from redesigning work around AI, not from another round of cost containment.

32.1%share of EU/EEA banks' other administrative expenses that went on ICT in 2025, up from 31.2%
Banking Article · AI in banking7 min read2026-09-16

Agent squads against financial crime: rebuilding AML and KYC around supervised AI

Banks spend heavily on financial-crime compliance and still catch only a sliver of illicit flows. Agentic AI offers a different shape for the work — squads of narrow agents assembling evidence, with investigators making the call.

~2%of global financial crime flows are detected, despite rising compliance spend
Banking Report · Banking industry trends9 min read2026-09-15

Record profits, sceptical markets: the state of global banking in 2026

Banks earned more in 2025 than any industry on earth, yet investors still price them at the bottom of the league. The next leg of returns will come from productivity and precision, not balance-sheet heft.

$1.3tnglobal banking net income in 2025, up 7% on 2024's record
Banking Article · Banking industry trends8 min read2026-09-10

From open banking to open finance: who pays for the pipes, and who captures the value

Data-sharing regimes are widening from payment accounts to savings, pensions and insurance, but the rules are moving at very different speeds. The economics of access, not the APIs themselves, will decide who wins.

13%of the 1.89 billion aggregator data requests a large US bank received in June 2025 were initiated by a customer in the moment
Banking Article · Transformation7 min read2026-09-09

From month-end to always-on: continuous close and AI-assisted FP&A in banking

Finance teams still spend most of their time assembling numbers rather than explaining them. A continuous close, with agents reconciling and drafting commentary as transactions land, turns the finance function from reporter into navigator.

6.4 daysmedian time to complete the monthly close (APQC)
Banking Executive briefing · Future of banking9 min read2026-09-08

Agentic commerce: when your customers' AI agents shop, pay and bank for them

Card networks, big tech and standards bodies are building the rails for AI agents to transact on consumers' behalf. For banks, the shift rewrites the rules of authentication, liability, distribution and brand, and it is arriving faster than consumer trust.

23%of US consumers trust generative AI to execute payment transactions on their behalf
Banking Article · AI in banking8 min read2026-09-03

AI in credit underwriting: faster memos, wider data, and explanations that still have to hold up

Generative AI is shortening credit memos and cash-flow data is widening who can be scored. The rules on explaining and testing those decisions are shifting on both sides of the Atlantic, but the obligations have not gone away.

20–60%credit analyst productivity gain reported in a bank case study of generative-AI credit memo drafting
Banking Executive briefing · AI in banking8 min read2026-08-27

Governing AI in banks: when model risk management meets autonomous agents

The rulebook is moving in two directions at once — EU deadlines deferred, US model-risk guidance rewritten, Asian supervisors naming AI agents explicitly. Banks that build one control framework for models and agents will not need to rebuild it for each regulator.

46%of UK financial firms report only partial understanding of the AI they use
Banking Article · Banking industry trends8 min read2026-08-25

Who pays for a scam? Reimbursement, verification and the end of the bank-only defence

The UK's mandatory reimbursement regime is two years old, the EU has made payee verification universal for euro payments and Australia is legislating shared duties for banks, telcos and platforms. The evidence so far: shifting liability changes behaviour, but banks cannot stop scams alone.

£576.4mlost to authorised push payment fraud in the UK in 2025, up 19% on 2024
Banking Point of view · AI in banking8 min read2026-08-20

The AI contact centre: containment is not the goal, resolution is

Virtual assistants now handle a large share of routine banking conversations. The public record shows that the programmes that last are those that measure outcomes, not deflection, and make it easy to reach a person.

20.6Musers of one large US bank's AI virtual assistant in 2025, with nearly 700 million interactions
Banking Article · Banking industry trends9 min read2026-08-18

Money in motion: real-time rails, stablecoins and tokenised deposits are rewiring payments

Payments revenue growth is slowing just as the rails underneath are being rebuilt. Instant account-to-account payments are becoming the default in much of Asia and Latin America, digital money is moving from trading to treasury, and banks must decide which layer they intend to own.

~7%of the $62tn in annual stablecoin transfers reflects real economic activity
Banking Report · Transformation7 min read2026-08-12

Why AI stalls on data: the foundations banks need before agents can scale

Models are no longer the constraint. Metadata, a shared semantic layer, knowledge graphs and lineage are — and banks that already invest in BCBS 239 compliance are closer to AI-ready data than they may think.

2 of 31global systemically important banks fully compliant with all BCBS 239 principles in 2023
Banking Article · Transformation8 min read2026-08-06

Real-time treasury: when money moves in seconds, liquidity has to be managed in minutes

Instant payments are now mandatory across the euro area and growing fast in the US, and 2023 showed how quickly deposits can leave. Treasury needs a live view of intraday liquidity, and the data architecture to support it.

$40bn+deposits withdrawn from one US regional bank in a single day in March 2023, with more than $100bn more expected the next
Banking Report · Future of banking9 min read2026-08-04

Southeast Asia's digital banking race: licences, super-apps and the incumbents' reply

Southeast Asia has built some of the world's most advanced real-time and QR payment systems and licensed a new generation of digital banks. Payments have been won quickly; profitable lending has not. The next phase will be decided by data, credit and cost to serve, and incumbents still hold more cards than the headlines suggest.

13.66bnQRIS transactions in Indonesia in 2025, more than double Bank Indonesia's 6.5bn target
Banking Executive briefing · Transformation8 min read2026-07-29

DORA in practice: the first year of data shows where operational resilience really breaks

Europe's Digital Operational Resilience Act has produced its first register of critical tech providers and its first year of incident data. With the UK's regime now live as well, the lesson is that resilience depends on third-party dependencies and system failures more than on dramatic cyberattacks.

3,383major ICT-related incidents reported by EU financial entities in 2025, the first year of DORA
Banking Article · Transformation7 min read2026-07-22

Core modernisation without the big bang: hollowing out the bank's core, one capability at a time

Core replacement programmes have a long record of overruns and outages. A progressive path — data layer first, capabilities peeled off behind APIs and events, AI to read the legacy code — lowers the risk without lowering the ambition.

£48.65mcombined FCA and PRA fine after a bank's 2018 platform migration disrupted services for up to 5.2 million customers
Banking Point of view · Future of banking9 min read2026-07-21

The bank of 2030: invisible, embedded and served by AI

By the end of the decade the best banks will be felt more than seen: embedded in the journeys where customers live and work, run by humans supervising a digital workforce, and built on data they can trust. Here is the shape of that bank, and the operating model behind it.

30-40%potential reduction in bank costs from AI by 2030, alongside a 30% lift in profitability
Banking Article · AI in banking8 min read2026-06-24

Regulatory reporting's reset: regulators are redesigning the pipes, and AI can help banks rebuild theirs

The Bank of England, the ECB and the EBA are all reshaping how they collect data from banks. The banks that benefit will be the ones that pair common data definitions with traceable lineage and AI that interprets, reconciles and explains their returns.

£2bnpotential annual saving for the UK financial sector from simplifying and consolidating regulatory data collections
Banking Article · Future of banking8 min read2026-06-23

Quantum-safe banking: the migration starts with knowing where your cryptography is

The standards are published and the deadlines are converging on 2030–2035. For banks, post-quantum migration is a multi-year programme whose hardest first step is not cryptography at all: it is building a trustworthy inventory of every key, certificate and algorithm in the estate.

28–49%expert-estimated probability that a cryptographically relevant quantum computer emerges within the next ten years