Build search around the questions users actually ask
Search quality depends on the job behind a query. Separate exact record lookup from exploratory discovery, test real wording, and make result context, filters, permissions, and empty states part of the design rather than afterthoughts.
Read MoreArchive and delete data with an explicit policy
Archive and delete are different business decisions. Define what leaves active work, what remains retrievable, which dependencies block removal, and how copies and restores follow the same policy before adding a bulk cleanup button.
Read MorePreserve business meaning when deduplicating records
Duplicate detection finds candidates, not proof that records mean the same thing. Define entity boundaries, preserve dependent work, and choose a survivorship rule before merging similar customer, supplier, location, or asset records.
Read MoreDesign permissions around records and business actions
Job titles alone rarely describe who may read, edit, approve, or export a business record. Build permissions from record relationships and business actions, then test the same rules across screens, APIs, imports, and background work.
Read MoreModel dates and time zones before calendar features
Calendar features need more than a timestamp column. Distinguish dates, local appointments, global instants, and recurring rules so a change of location or daylight-saving offset does not quietly change the business commitment.
Read MoreDesign approval workflows with delegation and exceptions
Approval routes break when the named approver is absent or a request changes mid-review. Design delegation, escalation, revised submissions, and exceptional authority as explicit business rules rather than informal workarounds outside the application.
Read MoreKeep operational status separate from reporting definitions
A status tells operators what work can happen next. A reporting definition tells readers which records belong in a measure. Keep these models separate so a dashboard change does not silently alter workflow behavior.
Read MoreUse audit trails to explain business changes
An audit trail should answer a business question, not simply collect technical events. Capture the actor, change, reason, and related work so authorized staff can explain disputed decisions without exposing unnecessary sensitive information.
Read MoreMake CSV imports safe for everyday operators
CSV imports need an operator workflow, not just a file picker. Define column meaning, preview changes, isolate rejected rows, and make retries predictable before everyday staff can update business records in bulk.
Read MorePlan a data migration with reconciliation checks
A successful load does not prove a migration preserved business meaning. Define reconciliation across counts, relationships, representative records, and operational decisions, then make those checks the basis for accepting or stopping the cutover.
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