Data & Analytics / 2026
Built a read-first QuickBooks review workflow for church finance cleanup, CPA response packs, reconciliation analysis, and controlled follow-through instead of risky ad hoc edits.
Client
Multi-Campus Church
Technologies
Python
QuickBooks Online API
Encrypted OAuth Tokens
Issue Tracking
Evidence Packs
CSV / Report Analysis
Workflow posture
Finance focus
Correction path
Project Type
01 – Challenge
Leadership and bookkeeping support needed answers for revenue swings, clearing-account issues, reconciliation problems, and recurring bookkeeping questions without guessing from exported spreadsheets or making risky changes directly in QuickBooks.
02 – Approach
Treated the financial file like an investigation first. Pulled evidence, organized issue-by-issue review tracks, built response packs for CPA questions, and kept any writer path explicitly gated behind reviewed findings so the analysis stayed trustworthy.
03 – Solution
Created a QuickBooks Online review workspace with encrypted OAuth access, repeatable pull tools, bookkeeping review folders, issue trackers, CPA-ready evidence packs, and documented remediation flows for clearing-account cleanup, Ask My Accountant review, and reconciliation support.
04 – Outcomes
Turned scattered bookkeeping questions into a structured review process with durable evidence
Created a safer path for cleanup by separating investigation from mutation
Improved handoff quality for CPA and bookkeeping follow-up work
Made recurring reconciliation and account-review work repeatable instead of memory-driven
05 – The Story
This work mattered because accounting confusion compounds. When a file has clearing-account noise, inconsistent categorization, and unanswered questions sitting on top of each other, every new month gets harder.
The solution was not a heroic one-time cleanup. It was a finance review system that could pull evidence, keep issue status legible, and support real follow-through with CPA and bookkeeping stakeholders.
That meant building a workspace that stayed read-first by default, organized the review by issue, and only exposed the writer path when the corrective action was actually understood and approved.
For a church environment, that created a calmer and more defensible way to answer questions, clean up accounts, and move toward better operational finance hygiene.
What mattered
The point was not to install software and walk away. The point was to create an operating layer the business could trust, improve, and own after handoff.
That meant documenting the system, making the workflow legible, and removing the extra work that shows up when teams are forced to manage operations across disconnected tools.
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Currently accepting new engagements
© 2026 OCDATA – Michael Bennett
Currently accepting new engagements