I start further upstream: what was planned, what arrived, whether it can be trusted and how it should connect. Each tool solves a specific problem. The architecture explains how those pieces can support the same decision.
Portfolio demonstration · invented data · local Python and Excel tools. The invoice connection below is a proposed extension; the tools are not presented as one deployed platform.
01 / THE ARCHITECTURE
Different inputs. Clear responsibilities.
Select a component to see its role, what it produces and what must be checked before it moves forward.
↓↓↓
↓
↓
↔Proposed reconciliation by agreed keys & period
Solid flow: reporting architecture described in the existing explainer. Dashed finance branch: an integration design, subject to agreement on matching rules.
02 / THE TOOLS BEHIND THE SYSTEM
Build each part around its responsibility.
These examples translate the existing PowerPoint’s source → controls → decisions story into an explorable portfolio walkthrough.
EXCEL TOOLS BUILT
Media plans & approval registry
Capture the intended investment, flight dates and allocations. Keep plan versions and monthly approvals so a later revision does not silently rewrite an earlier reporting period.
Architecture decision: state and creative allocations are children of a budget, not additional spend.
Check CSV and Excel submissions against versioned schemas. Report source rows, original values, rule severity and file fingerprints in Excel, CSV and JSON outputs.
Architecture decision: flags support review. Similar dimensions alone do not prove that records are duplicates.
A standalone dashboard turns validated snapshots into linked pacing and performance views. Shared date controls and filters help users investigate the same reporting window.
Architecture decision: missing actuals remain unknown; forecasts need approved plans and sufficient coverage.
Track expected and received invoices, replace estimates with actual values and link multiple payments to an invoice. Keep manual payment status and available credits visible.
Architecture decision: planned budget, delivered spend, billed amount and cash paid are different measures.
A small browser illustration of checks in the local validation tool. The Python package supports broader schema and file checks. This demonstration uses fixed synthetic records and never modifies a source file.
Synthetic source rows · spend in ZAR
Source row
Activity date
Campaign start
Platform
Spend
Choose a submission, then run the checks.
Validation findings
Row
Field
Original value
Severity
Finding / next step
Blocking failures exclude a file from reporting. Warnings request review. The existing checker is read-only: it does not rename headers, correct values or automatically delete potential duplicates.
04 / PLANNING BECOMES A COMPARISON
Agree the baseline before judging delivery.
Synthetic 10-day example: approved target R10,000, reported spend R8,000. A draft plan is ineligible for pacing. Complete reporting is needed to interpret variance; a lower reported total with missing files is not proof of underspend.
05 / THE FINANCE BRANCH
What was spent is not what was paid.
The invoice tracker adds a different operational view: what is expected, what has arrived, what is outstanding and what needs follow-up. A future reconciliation could compare these records with delivery after agreeing on scope, fees, currency and period.
Synthetic invoice: estimated R10,000, actual R9,000. Available credit R500 is displayed separately and is not automatically allocated. The workbook’s payment status is manually selected; this example shows arithmetic, not a payment action.
A reconciliation must explain a difference.
R8,000 in reported media spend and an invoice for R9,000 do not establish an error. Fees, tax, billing periods and adjustments may explain it. Agree those definitions before flagging a financial discrepancy.
06 / FROM THE EXPLAINER TO A REPEATABLE PROCESS
A reporting routine people can follow.
01 / RECEIVE & VALIDATE
Know what arrived.
Keep originals, inspect the file contract and surface blocking issues with row-level evidence. Human review resolves ambiguity.
02 / RECONCILE & MODEL
Know what belongs together.
Use approved plan snapshots and compatible keys. Keep delivery, outcomes and invoices at their own level of detail to avoid multiplying totals.
03 / RENDER & REVIEW
Know what can be shared.
Generate a dated reporting snapshot. Declare the cutoff, coverage, currency and spend basis. Review the stakeholder scope before export.
What this demonstrates
I think about the handoffs between tools: which input is authoritative, which checks belong at each step, how versions are preserved and what evidence is needed before a number becomes a recommendation.
These are built tools and synthetic demonstrations. They support the approach; they do not establish production adoption or measured savings. The employment reporting result is documented separately.