02 · Compare the artifacts
Supported work. Visible uncertainty.
This fictional training case uses fabricated company and contact records. It contains no real personal or confidential data and does not provide privacy, legal, employment, or technology-vendor advice.
OrbitWorks CRM repair
OrbitWorks is a fictional business-to-business maintenance software company with 14 sales and service users. Its CRM holds 8,420 company records, 11,780 contacts, and 1,360 open opportunities. An audit sample finds 23 percent of open opportunities have no dated next step, 18 percent lack a decision-role contact, and 11 percent are assigned to former employees. Two pipelines use different meanings for qualified, yet both feed one forecast. Sales moves opportunities forward when a meeting is scheduled; customer success uses the stage only after a written problem and buying process are recorded. A marketing import of 2,100 contacts is waiting. The source contains 430 probable duplicates, 280 records without a documented marketing basis, 17 personal notes copied into a free-text field, and country values in nine formats. The proposed automation sends four emails and creates a call task, but it has no stop rule after opt-out, reply, disqualification, or opportunity creation. A dashboard reports a 72 percent win rate because it excludes closed-lost records older than 30 days. A regional manager requests administrator rights for all representatives to fix records faster. The CRM also has three integrations whose owners left the company; one export token has not been rotated in 19 months. Leadership wants a clean forecast by Friday and suggests overwriting all records from the import. Learners must design a controlled repair that improves lifecycle clarity, data standards, follow-up, stage evidence, reporting, permissions, and change management. They must minimize unnecessary personal data, preserve auditability, and avoid claiming that a configuration alone establishes lawful processing or accurate forecasts.
Supported example — reference only
- Term or field
- Qualified opportunity
- Definition
- Shared buyer-evidence definition is not supplied because sales and customer-success use conflicting criteria.
- Allowed values or rule
- Learner proposal: require an authorized definition with observable buyer evidence and explicit exit criteria before reclassification.
- Evidence source
- M04-I03 (F04, conflicting)
- Owner
- CRM process owner and data steward
- Change trigger
- Authorized resolution of the cross-team definition conflict.
- Status
- Conflict open — stage use requires review
A well-handled evidence gap
- Term or field
- Record-level reclassification evidence
- Definition
- Original stage, dated buyer evidence, decision-role contact, owner, and proposed stage for one opportunity.
- Allowed values or rule
- Use Unknown and Pending when an individual record is not supplied; never infer from aggregate percentages.
- Evidence source
- M04-I01, M04-I02 (aggregate facts only)
- Owner
- CRM process owner and data steward
- Change trigger
- Individual source record and approved stage definition become available.
- Status
- Gap open — no production reclassification
Flawed approach — do not copy
Marking this pipeline stage dictionary “approved and complete” without the required evidence or reviewer is a flawed submission. Stop reclassification when the shared stage definition, original value, dated buyer evidence, decision-role contact, owner, or reviewer is missing.
Repair: Rework the pipeline stage dictionary as an evidence-backed draft, not an approved result. Define each pipeline stage using observable buyer evidence, entry rule, exit rule, exclusions, owner, and change trigger. Record the sales and customer-success definitions as conflicting and route a shared-definition decision to the process owner. Preserve original stage values before proposing any reclassification. Check the revision against this requirement: Stage definitions use observable buyer evidence and preserve the cross-team conflict until authorized resolution. If the required evidence is still absent, keep the decision blocked and identify the missing input or authorized reviewer.
Full case record, ambiguities and all assignments →