Solutions

Finance Transformation Solutions

Working solution builds that show how I translate a finance problem into rules, evidence, workflow and controller decisions. They are presented as demonstrators—not as claims of live client deployment.

01
FMCG

Asset lifecycle assurance control tower

CFOs, controllers and asset-finance teams in distributed, asset-heavy businesses.

Finance problem
The fixed-asset register can drift from physical reality while field evidence, repair history, impairment indicators and replacement requests remain disconnected.
How the workflow works
  1. Validates asset and event data from procurement through deployment, repair, disposal and impairment.
  2. Surfaces missing evidence, conflicting source records and assets that require controller investigation.
  3. Brings repair-versus-replace logic and capital requests into the same review workflow.
Decisions supported
Whether an asset is verified and in use, whether to repair, replace, impair or dispose, and where new capital should be allocated.
Control design
Source lineage · Missing-versus-zero gating · Risk rules · Controller action log
Current boundary
Demo-ready with synthetic data. Live use would require approved source integrations, access controls and persistent evidence storage.
02
SaaS

Contract-to-billing-to-cash control tower

Controllers, revenue-accounting, commercial-finance and collections teams in SaaS and service businesses.

Finance problem
Contract terms, billing milestones, revenue recognition and collection status often sit in different systems, making ownership of leakage and delay unclear.
How the workflow works
  1. Connects contract obligations, billing events, recognition gates, collections and supporting evidence.
  2. Applies lifecycle rules to identify contracts or invoices that have stalled between commercial and finance teams.
  3. Creates an exception queue with owners, ageing and a trace of the action taken.
Decisions supported
Which contracts are ready to bill, whether recognition conditions are met, what is delaying cash and who owns the next action.
Control design
Contract-to-bill trace · Recognition gates · Exception ownership · Audit events
Current boundary
Demo-ready with illustrative data. It is not a contract-management system or automated IFRS 15 engine.
03
Data centres

Capacity-to-revenue control tower

Data-centre CFOs, commercial-finance, project-finance and commissioning leaders.

Finance problem
Delivered capacity does not become billable revenue until commissioning evidence, customer acceptance and commercial gates are complete—and those facts are usually fragmented.
How the workflow works
  1. Tracks capacity through delivery, commissioning, acceptance, billing readiness and revenue gates.
  2. Shows where the same tranche of capacity has stopped and quantifies the contracted annualised revenue associated with the delay.
  3. Routes blockers to the relevant project, commercial or finance owner and records the response.
Decisions supported
Which capacity can move to billing, what evidence is missing, where commercial exposure sits and which constraint needs leadership action.
Control design
Sequential capacity gates · Acceptance evidence · Billing readiness · Action audit trail
Current boundary
Demo-ready with synthetic economics. Annualised exposure is a decision metric, not booked revenue loss.
04
Cross-industry

Close and controllership command centre

GCC controllers, R2R leaders and CFO teams responsible for close quality and evidence.

Finance problem
Close calendars track activities, but accruals, journals, reconciliations, evidence and unresolved exposure often remain spread across files and teams.
How the workflow works
  1. Connects accruals, journal preparation and reversal evidence, close activities, intercompany and balance-sheet assurance.
  2. Runs defined finance checks and sends material exceptions to an owner-led workbench.
  3. Builds evidence packs and a CFO cockpit showing what is complete, what remains exposed and who must act.
Decisions supported
Whether the close is ready for sign-off, which exceptions are material and what remediation must carry into the next cycle.
Control design
Schema checks · Maker-checker workflow · Evidence packs · Role-aware review
Current boundary
Demo-ready. Live use would require ERP integration, enterprise identity, persistent workflow state and operating ownership.
Related thinking

The operating principles behind the work.

View all insights
Controllership7 min read

A Fast Close Is Not Always a Finished Close

Month-end performance should be judged by whether balances remain stable, exceptions are resolved and the business trusts the result—not only by the declared close date.

How they are built

Built as finance controls—not technology showcases.

Calculations, matching and control tests use defined logic. AI helps investigate exceptions, prioritise work and draft explanations. Finance reviews the output and owns the decision.