LIGHTS OUT FINANCE
Lights Out Finance · The Papers

One thesis. Two ways in.

Interactive papers — each one an argument you can test, with models that run on your own numbers. Browse by the part of the business you run, or by the kind of change you’re weighing. The thinking behind them all is on the Thesis page.

Business area
AllOffice of the CFOMarkets & Digital AssetsEnterprise Technology & DataRisk, Controls & ComplianceOperations & Shared ServicesCustomer & Revenue Operations
Lens
AllProcess & AutomationPeople & OrganizationData & TechnologyControls & AssuranceEconomics & PerformanceGovernance & Regulation
Markets & Digital Assets

The Autonomous Digital Asset Back Office

Why the operating model — not regulation, custody, or liquidity — is the binding constraint on institutional digital assets. With live market data, the five-layer operating model, an ROI model, and the Lights Out Maturity Index.

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Office of the CFO

The close is dead. Long live the close.

The batch ritual on a streaming business: the three shifts that make closing a standing condition, the evidence dividend, the 90-day wedge — and the close-compression model to run on your own numbers.

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Office of the CFO

Treasury as code

Executable policy, the intraday frontier, and why maker-checker fails at volume — with the attention-concentration model that shows where each control design spends the scarcest resource.

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Office of the CFO

Paying for the machines

Finance as both payer and operator of the machine workforce: the rate card, showback to the exception, and a unit-economics model where routing moves cost by an order of magnitude.

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Enterprise Technology & Data

The system of record learns to act

Clean core reframed as agent-readiness, the three operating surfaces, the migration as the wedge — and the exception-tail explorer showing where the remaining cost of the back office lives.

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Risk, Controls & Compliance

The auditor will see you now

The five-layer control plane that makes agents attestable, and the sampling-versus-census model: set a realistic failure rate and watch what a 25-item sample can honestly promise.

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Markets & Digital Assets

The desk after dark

Microsecond execution, days-long operations. The quant desk’s disciplines transferred to post-trade, and the collateral-drag model pricing the buffer nobody optimizes at 6 a.m.

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Office of the CFO

The last org chart

Pyramid to diamond: the four roles that remain, the apprenticeship that must be rebuilt, and an interactive function reshaper that sizes the target operating model as you drag the slider.

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Enterprise Technology & Data

The foundation eats the roadmap

Why agents amplify defects, the autonomy-ceiling model, the minimum viable foundation in four bounded moves, and the standing patrol that should ship before any transactional agent.

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Risk, Controls & Compliance

The compliance dividend

T+1, MiCA, DORA, AI regimes, e-invoicing: one specification in five rulebooks. The dividend calculator prices what a shared control plane returns against point solutions that die with their mandate.

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Risk, Controls & Compliance

The alert factory

Financial-crime operations manufacture documentation: 95% false positives triaged by arrival date. The alert-factory model shows what changes when agents investigate and humans judge.

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Operations & Shared Services

The end of the ticket

GBS 3.0 is not a faster queue — it is resolution at source. Three generations of shared services, the center’s identity trade, and the deflection model for your own volumes.

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Customer & Revenue Operations

Revenue, reconciled

The back office that pays out twice: pre-billing patrols, same-day disputes, behavioral collections — and the DSO-unlock model converting days into working capital.

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The coverage map

Practice areas × operating-model lenses

Each cell is where a practice area meets an operating-model lens. Solid chips are an paper’s primary lens; dashed chips are lenses the paper argues through on the way. Click a row or column header to filter the grid above.

Process & Automation
People & Organization
Data & Technology
Controls & Assurance
Economics & Performance
Governance & Regulation
Office of the CFO
Markets & Digital Assets
Enterprise Technology & Data
Risk, Controls & Compliance
Operations & Shared Services
Customer & Revenue Operations
01 primary lens    01 secondary lens
On the editorial calendar

Forthcoming

Enterprise Technology & Data

The last batch job

Core banking’s overnight batch is the oldest surviving artifact in financial technology. What real-time cores and autonomous operations do to the bank’s back office.

In preparation
Office of the CFO

The forecast that never sleeps

From quarterly reforecast theater to a standing model of the business — and what the FP&A analyst becomes when the deck builds itself.

In preparation
Special · The Benchmark

The Lights Out Finance Survey: first read

The inaugural benchmark report — maturity by domain, industry, and region — published when the survey reaches its first cohort.

Collecting now — take the Index

Where does your operation sit?

The Lights Out Maturity Index: six questions, two minutes, no scales to interpret. Your anonymous result joins the inaugural Lights Out Finance Survey — the benchmark this publication reports on.

Take the Index Browse all papers