04Validation, Parallel Runs & Financial Reconciliation

I made the highest-stakes hours scripted, timed, and reversible.

Running zero-tolerance financial checks and managing executive sign-offs — I didn't improvise any of this, because nothing here is worth gambling on.

De-risking trust before I needed it

Executing Dual-Run Parallel Testing Cycles

I ran both platforms in parallel and reconciled daily through every wave, not just in a final test window. By the time cutover arrived, the target had already matched the source for weeks — so the switch removed the old system instead of gambling on the new one.

Why I chose dual-run over big-bang

I wanted trust earned before go-live, not asked for after. A big-bang cutover means the first real test happens in front of the business; dual-run means I'd already seen weeks of clean reconciliation before anyone else even noticed the switch happened.

Hypercare, on my terms

I opened an elevated-support window at go-live: a daily war-room I ran myself, fast-track defect SLAs, and champions fielding questions inside each function. I set the exit criteria myself too — defect rate below threshold and adoption climbing — before I'd let hypercare close and support go back to normal.

The gate I wouldn't move on

Proving Zero-Variance Financial Accuracy

I agreed every go/no-go criterion before the meeting happened, so the decision was reading the evidence, not debating the bar. I kept one named decider — the executive sponsor — but the numbers had to pass before it ever reached them.

Why this artifact

Agreeing the bar after the evidence is in is how "close enough" quietly becomes the new standard under deadline pressure. Setting the criteria before the meeting is what let me hold the line on one pending UAT sign-off instead of waving it through.

Artifact · Go/No-Godecider: Exec Sponsor
CriterionThreshold I setStatus
Financial reconciliationZero variance on all financial metricsPass
Open defectsNo Sev-1 / Sev-2 openPass
Report parity100% of in-scope reports signed offPass
Rollback testedRehearsed in a non-prod dry runPass
UAT sign-offAll function SMEs signed1 pending
Support readinessHypercare team & runbook staffedPass

The runbook I scripted minute by minute

Every step sequenced against a T-clock, with an owner and a checkpoint. The freeze protected data integrity; the reconciliation gate was my point of no return.

Why this artifact

Cutover weekend is the worst possible time to improvise a decision. A minute-by-minute runbook with a pre-agreed rollback trigger meant nobody had to find me to ask permission when the reconciliation gate mattered most.

Artifact · Runbookcutover window · weekend
T-clockStepOwnerCheckpoint
T-48hComms sent; freeze announced; support on standbyChange LeadAcknowledged
T-2hSource freeze — no writes to legacy EDWData EngFreeze confirmed
T-0Final incremental load; catch-up to freeze pointData EngLoad complete
T+1hFinal reconciliation — revenue to the pennyTesting / meGo point
T+2hRe-point reports & connections to SnowflakeBI LeadSmoke test pass
T+3hOpen access to users; announce liveMeLive
AnyRollback trigger I set: reconciliation fails or Sev-1 found → revert to legacy, unfreeze, stand downMeLegacy restored

Golden thread · go-live

At the T+1h gate, CLOSE_AMOUNT_USD reconciled to the penny against the frozen source — the same field that ran 6% high in test now matched exactly, because I'd already fixed the grain and definition upstream. That single green check is what let the sponsor say go.

Scar tissue

What I actually decided here

What I Actually Decided Here

Decision: I found a 0.003% rounding discrepancy in the historical variance reports, caused by legacy floating-point differences, and I refused to allow the Phase 4 cutover gate to pass until it was patched.

Friction: Executive sponsors wanted to waive the variance to hit the quarter-end milestone — 0.003% sounded small enough to wave through.

Outcome: I preserved absolute financial audit credibility instead of trading it for a date, and had the transformation logic patched within 48 hours anyway.