Role hub
AI for Finance
AI applications in banking, investing, risk, and financial operations. Practical workflows you can run today, tool briefs reviewed through a finance lens, and every story from the daily brief that actually changes this job — rated by signal, not hype.
Workflows & guides
Turn an Alphabet Earnings Transcript into a One-Page AI Revenue Reality Check
Best for Finance
FP&A leads, treasury analysts, and buyside associates get pulled into "quick reads" on hyperscaler earnings the morning after a print — especially when the…
Build a CFO AI J-Curve Briefing: Turn Raw Cost and Productivity Data into a Board-Ready ROI Timeline
Best for Finance
You're the finance lead assembling a board update on the company's AI investments, and the audit committee wants to know why the spend hasn't shown up in…
Build a Vendor-Spend Anomaly Screen from an AP Export
Best for Finance
Every close, someone in AP or FP&A eyeballs the vendor ledger for weird spend — duplicate invoices, round-dollar payments, a new vendor suddenly getting…
Turn Claude Code into your CFO copilot
Best for Finance
If you're a founder, controller, or finance lead, you have financial exports (P&L, a GL dump, a transactions CSV) and a recurring job: turn them into a…
Run a pre-close anomaly sweep on your journal entries before your controller signs off
Best for Finance
If you are a controller or senior accountant, the manual journal entries posted during the close are where misstatement and fraud actually hide, and sampling…
AI month-end close: a step-by-step workflow
Best for Finance
Month-end close eats days of senior finance time on reconciliations, variance explanations, and flux commentary. This workflow uses an AI assistant to draft…
Turn a Monthly Trial-Balance Extract into a Board-Ready Variance-Analysis Narrative
Best for Finance
You're the controller or senior FP&A lead. The books are closed, the trial balance is locked, and the board package goes out Friday. You need the variance…
How to use Claude in Excel for FP&A
Best for FP&A analysts and finance managers
Apply AI inside spreadsheet-heavy workflows such as forecasting, budget analysis, variance review, and scenario planning.
The Only Claude Tutorial Finance Professionals Need in 2026
Best for Finance analysts, FP&A teams, controllers, and operators
Use AI to support financial research, analysis, reporting, modeling assistance, and recurring finance workflows.
How to Use Claude in Excel to Build Financial Models
Best for Startup finance teams, analysts, and model builders
Use AI to help structure, review, explain, and improve financial models and spreadsheet logic.
No-Code Invoice Processing Automation
Best for Finance teams
Manual invoice processing costs finance teams hours per week — data entry, validation, approval routing, and reconciliation. This workflow shows how to build…
AI-Powered Earnings Call Analysis
Best for Finance teams
Earnings calls contain critical signals — management tone shifts, guidance changes, competitive positioning — that move markets. This workflow uses Claude AI…
Automate Variance Analysis with GPT
Best for Finance teams
Variance analysis is one of the most time-consuming tasks in corporate finance — comparing actuals to budget across hundreds of line items, identifying…
Tool briefs
From the daily brief
Every Financestory we've covered and rated, newest first.
- VerifiedMonday, August 3, 2026
OpenAI cuts Luna 80% three weeks after launch, undercutting DeepSeek on input
Cutting a three-week-old flagship's cheap tier is a defensive move against token share Chinese models took on OpenRouter. Sol pricing held — showing where…
- VerifiedMonday, August 3, 2026
GSK commits up to $110M to double down on data-first AI drug discovery
A top-five pharma paying nine figures and naming the biological dataset as the differentiator settles the argument at every rival: the moat is proprietary…
- VerifiedWednesday, July 22, 2026
The FCA picks Anthropic as the AI partner inside its Supercharged Sandbox
A national financial regulator making a frontier lab its reference implementation is distribution no marketing budget buys. "FCA-tested on Claude" becomes the…
- VerifiedTuesday, July 21, 2026
US and China set first Trump-era bilateral AI talks for September
A Treasury-led AI dialogue is a tell: Washington is negotiating this as trade, not arms control. That framing narrows a deal to compute and chip flows,…
- VerifiedMonday, July 20, 2026
FCA's Mills Review reframes AI as systemic financial infrastructure
The "infrastructure" framing matters: FCA already regulates critical third parties with resilience reporting and stress-testing. Designated model providers…
- VerifiedFriday, July 17, 2026
Global AI stocks sink as a tech selloff wipes hundreds of billions in market value
This isn't AI-skepticism — it's a repricing of the assumption that US hyperscalers own the frontier. Kimi K3's benchmarks and Xi's Shanghai stagecraft hit the…
- BreakthroughThursday, July 16, 2026
TSMC adds $100B US investment as AI drives Q2 profit up 77%
The one company that must be right about AI demand three years out is committing capital as if it already is. Wei's "customers' customers" line names…
- IncrementalThursday, July 16, 2026
Gartner tells CFOs to own AI cost governance after OpenAI's pricing shift
The seat-based finance model is what's failing, not the models. When one un-governed workflow outruns a quarterly budget in a week, AI cost becomes a treasury…
- VerifiedWednesday, July 15, 2026
ASML raises 2026 guidance a second time as AI orders extend into 2028
ASML is the one AI infrastructure indicator customers can't spoof — you don't order an EUV tool you won't install. A second guide-up this year, with backlog…
- BreakthroughWednesday, July 15, 2026
US lifts UAE chip curbs after Emirati airstrikes on Iran
Export control is transactional at speed — the reciprocal to airstrikes is measured in H-series GPUs. Sovereign-AI plans assuming BIS categories are stable…
- IncrementalWednesday, July 15, 2026
SMIC scales its domestic AI-chip stack as Washington eases pressure elsewhere
The UAE lift and China's build-out are the same story from two ends — chip access is being sorted into blocs, not markets. Enterprise supply-chain models…
- VerifiedTuesday, July 14, 2026
TSMC posts a record June as executives insist AI demand isn't slowing
The volatility is repricing risk, not demand — enterprises moved from tokenmaxxing to ROI discipline while the supply side stays sold out. Budget for scarcity…
- BreakthroughMonday, July 13, 2026
Beijing weighs pulling Alibaba, ByteDance and Z.ai models off the global web
The cheap open-weight ceiling capping US frontier pricing depends on GLM-6 and the next Qwen shipping abroad. If Beijing mirrors Mythos-style restrictions, US…
- VerifiedMonday, July 13, 2026
US firms are quietly moving inference to Chinese models to cut cost
Same trade in reverse: US buyers price Chinese inference as permanent while Beijing drafts the paper ending that assumption. Any FinOps model built on a…
- VerifiedFriday, July 10, 2026
JPMorgan's AI agents beat the 60/40 by 70 basis points in twenty-year backtests
Hold onto 0.7 percentage points, not the headline. That sits inside the range a well-tuned rules-based overlay produces; JPMorgan flagged it too. The signal:…
- VerifiedThursday, July 9, 2026
Beijing readies a permit-based reopening of Nvidia H200 sales to Alibaba, ByteDance and DeepSeek
Read this as an allocation regime, not a market. Finimize captures the mechanic: demand won't be met through a normal order book; chips would be effectively…
- VerifiedWednesday, July 8, 2026
Nvidia sheds $1T in market cap as investors rotate out of the AI-compute trade
This is a repricing of concentration, not of AI capex. The dollars leaving Nvidia are flowing into HBM, packaging, and second-tier accelerators — the market…
- BreakthroughTuesday, July 7, 2026
Beijing weighs cutting overseas access to its top AI models
Every US enterprise that added a Qwen, Doubao, or GLM model as a price anchor now holds a vendor its own government may cut off. Beijing is closing the loop…
- BreakthroughMonday, July 6, 2026
Singapore's MAS publishes an agentic-finance governance white paper
MAS moving first on agentic finance matters because UK FCA, EU, and Hong Kong SFC teams routinely cite Singapore's frameworks verbatim — this document will be…
- BreakthroughMonday, July 6, 2026
UK FCA maps investment management to "agentic finance" by 2030
A regulator naming a 2030 horizon on its own website is closer to a roadmap than a forecast. The FCA has done this before — the sandbox and Consumer Duty both…
- IncrementalFriday, July 3, 2026
Nvidia is telling investors AI capex reaches $3–4 trillion a year by 2030
Nvidia is the vendor most exposed to the figure being wrong, which is what makes its persistence interesting. The gap to Goldman's midpoint — 2x by 2031 — is…
- BreakthroughThursday, July 2, 2026
OpenAI floats a 5% US government stake to defuse Washington pressure
The oldest playbook in industrial policy — the sovereign takes a cut, the industry buys political cover — aimed at the world's most valuable private company.…
- VerifiedThursday, July 2, 2026
Bridgewater fine-tuned a cheap open model to beat frontier LLMs on financial-news judgment
The clearest recent case against "just wait for the next frontier model." Expert-labeled data plus a fine-tuned open model beat every frontier LLM at ~14x…
- VerifiedWednesday, July 1, 2026
FT/Ramp: the heaviest AI adopters grew headcount, not cut it
The cleanest counter yet to the "AI erases entry-level jobs" reflex — and the FT ran the same paper's chart, so it's not just a vendor amplifying itself. But…