Candidate duplicate list
Concrete output in the first workflow
VINCTUM PRODUCT PORTFOLIOData operations and master data teams
Fuzzy Dedupe
Near-duplicate detection for names and organizations.
Scales matching and record linkage with Python and Rust.
You do not need to upload data to this site for the first conversation.
01 / USE CASE
Which similar records refer to the same entity?
In discovery, we sharpen this question against your own data and workflow.
POTENTIAL INPUTPermitted name and organization records with known matches
→PRODUCT WORKScales matching and record linkage with Python and Rust.
→REVIEWABLE RESULTCandidate duplicate list
02 / PILOT SCOPE
What could you receive?
These are proposed starting deliverables for this product. The final scope and acceptance criteria are fixed in the proposal.
Threshold and false positive review
Evidence the team can review
Human approval flow for merges
A clear basis for the next decision
Current boundary
Thresholds and false-positive costs are tuned on customer data.
03 / BUYING PATH
A clear path to a decision.
Describe the problem
Email the product name, current workflow and outcome you want to see.
Review the scope
Review data, deliverables, success criteria, timeline and fixed price in writing.
Approve and start
Start the pilot if it fits, then assess the output against agreed criteria.
04 / QUESTIONS
What to know before deciding.
Can I buy this product today?+
A paid pilot and setup proposal can be prepared. Scope, data access, deliverables, timeline and fixed price are agreed in writing after discovery.
Why is there no price on this page?+
Data volume, integration and success criteria differ by organization. After discovery, you receive a proposal with a fixed scope and price. No paid work starts without your approval.
What exactly will the pilot deliver?+
The deliverables on this page are a starting scope. We agree on a written delivery list and acceptance criteria after reviewing your data and workflow.
Do I need to upload live data here?+
No. This site has no file upload or account creation. Data access, retention and permissions are defined only in the pilot agreement.
Is the demo a working product?+
There is no public interactive demo for this product. The example flow on this page is a proposed pilot outline to validate together.
What happens next?+
Email the name Fuzzy Dedupe, the problem you need to solve and a suitable time to talk. We will then define the data and pilot boundaries together.
NEXT STEP
Could Fuzzy Dedupe fit your workflow?
Tell us about your problem. If there is a fit, we will put measurable pilot deliverables and a fixed price in writing.
Request a pilot proposal
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