ServiceTrade Operations Hub
Replaced a multi-day spreadsheet and macro commission process with a portable Python operations hub around ServiceTrade, payout review, dashboards, and accounting handoff.
OCData Insights / Operations, Systems, and Delivery
This is the OCData article archive: practical writing from Michael Bennett on operations, reporting, workflow design, AI-assisted processes, and the systems work behind smoother day-to-day execution.
About OCData
Ops & Systems Consulting
Published Articles
38
Latest Update
May 7, 2026
Typical Topics
Workflow / Reporting / Automation
01 - What You Will Find
These posts cover workflow design, process cleanup, AI-assisted operations, reporting structure, and implementation lessons drawn from real delivery work.
02 - Who This Is For
If reporting is inconsistent, handoffs are messy, or software keeps getting blamed for process problems, this archive will feel familiar.
03 - About OCData
The work focuses on making businesses run better through clearer workflows, better reporting, practical software, and systems that the client can actually own and use.
Article Archive
Use this page to explore writing on workflow cleanup, reporting structure, AI-assisted operations, WordPress and back-office systems, and the handoff problems that usually sit underneath so-called software issues.
Replaced a multi-day spreadsheet and macro commission process with a portable Python operations hub around ServiceTrade, payout review, dashboards, and accounting handoff.
When a business cannot see job status clearly, leadership often jumps straight to ERP. A lot of times the better move is to make the job workflow explicit first and see what the work actually needs.
Data approval workflows fail when important decisions live in inboxes, spreadsheets, and memory. Before a business buys bigger software, it usually needs a cleaner approval model first.
Rebuilt the company’s software onboarding around Asana, ServiceTrade, and a custom Python operating layer so teams could stop managing work through manual admin, spreadsheets, and disconnected handoffs.
A lot of small businesses do not need a full CRM to manage leads. They need a cleaner path from inquiry to follow-up to handoff, with less inbox chaos and less fake pipeline theater.
The point of good custom software is not to keep a client dependent forever. The client should own the workflow, the data, and a practical path to run the system after the build is done.
I am not anti-ERP and I am not anti-CRM. I am anti-buying enterprise software before a business understands its own workflow. In a lot of companies, the better step is to move the spreadsheet logic into a Python app first.
Asana becomes more powerful when it stays the team surface while custom logic, safeguards, and domain-specific workflows are built around it instead of replacing it outright.
Need Help Untangling The Same Problems?
If your business is fighting spreadsheet drift, reporting confusion, duplicate entry, or office-to-field handoff problems, start the conversation directly.
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