Interactive guide
Keep Your CRM Data Trustworthy
Your CRM can pass every lifecycle rule and still be wrong. Two records for the same person split their history. A former customer's account still reads Customer two years after they churned. An opt-out is getting sales emails because opt-out and Do Not Call live in different fields nobody reconciled. None of that shows up on a field-population dashboard.
You will build a CRM Data Reliability Plan: identity and duplicates, normalization, consent and DNC, departures, enrichment eligibility, conflict resolution, spend controls, build-versus-buy, and continuous review, using tools you likely already own before it asks you to consider building anything custom. The lab saves your progress in your browser.
Keep the records trustworthy with Priya.
Priya Shah, Acme Manufacturing’s Operations Manager, joins you at the audit desk. Inspect duplicate records, missing permissions, and stale information across several accounts, then turn each finding into a clear rule for your Data Reliability Plan.
Start with a broken answer
What Makes CRM Data Trustworthy?
Chapter 1 of 11 · 8 min
The learning path
Ten policies, each written against a record that actually broke: two spellings of Marcus Webb, a phone field with five formats in use, a customer who opted out, a champion who changed jobs mid-evaluation. The last two chapters decide what you buy rather than build, and what keeps any of it working a year from now.
Audit, identity, and consent
- 01What Makes CRM Data Trustworthy?Reject field-population rate as sufficient proof and name the dimensions a trustworthy population actually needs.~8 min · exercise
- 02Run a Baseline Data AuditScope a scan with a severity model and capture the six baseline metrics the rest of the guide improves against.~12 min · exercise
- 03Find and Prevent DuplicatesSet match thresholds, an adjudication tier, survivorship rules, and a protected-record check.~15 min · exercise
- 04Standardize and Validate RecordsCover manual entry, bulk import, and integration writes with one normalization rule, not three different ones.~12 min · exercise
- 05Handle Consent, Opt-Outs, and DNCKeep marketing consent, opt-out, sales DNC, and CS/transactional eligibility independent of each other and of lifecycle.~12 min · exercise
Decay, spend, and keeping it working
- 06Handle Job Changes, Departures, and ChurnPreserve history on a departure, route a stale account to review instead of guessing, and reopen a re-engaged record without erasing why it was closed.~15 min · exercise
- 07Enrich the Records That MatterDefine eligibility and moment-of-use triggers instead of a blanket nightly refresh, then cap what enrichment is allowed to spend and who signs off on an ambiguous result.~14 min · exercise
- 08Resolve Conflicting ValuesSet the overwrite rule for CRM-vs-provider conflicts and block an unsafe merge.~12 min · exercise
- 09Choose What to Buy, Configure, Connect, or BuildScore each broken capability against all four acquisition paths before deciding to build anything.~12 min · exercise
- 10Establish Continuous Checks and Quarterly AuditsSplit what runs continuously from what runs quarterly, and handle a failed scan safely.~10 min · exercise
- 11Capstone: Repair a Broken CRM PopulationReview eleven combined example cases, check the saved plan’s readiness, and approve it against its current version.~14 min · exercise