Use Cases
Real-world identity resolution scenarios with sample data, complete specs, and expected results. Each use case demonstrates a different aspect of Kanoniv's capabilities.
These are scenario-focused reference pages, not step-by-step tutorials. Each page follows the same structure: the problem, the source data, the complete spec, and the result. Use them to understand how Kanoniv's features apply to your domain.
Choose a Use Case
Customer 360
Unify customer records across 4 systems with email and name variations into a single golden record using source priority survivorship.
Payment Deduplication
Detect duplicate payments across Stripe, Square, and an internal ledger using range rules, composite matching, and amount tolerances.
Lead Matching
Consolidate sales leads from Salesforce, HubSpot, and LinkedIn Sales Navigator with fuzzy matching and a review queue for uncertain cases.
Patient Matching
HIPAA-compliant patient identity resolution across a clinic, hospital, and pharmacy with PII masking, audit logging, and 7-year retention.
What Makes These Different from Tutorials
| Use Cases | Tutorials | |
|---|---|---|
| Format | Problem, data, spec, result | Step-by-step instructions |
| Goal | Understand what Kanoniv can do | Learn how to build it yourself |
| Code | Complete specs you can copy | Incremental code with explanations |
| Audience | Evaluators, architects, domain experts | Developers getting started |
If you want hands-on walkthroughs, see the Tutorials section instead.