Stop reviewing matches manually. Start trusting them.
An intelligent matching platform that eliminates manual review overhead, learns from your team's decisions, and delivers fully explainable, auditable results deployed in your own environment.
The problem
Every organisation that relies on manual record matching faces the same six problems at scale.
Teams spend 15–40 hours per week manually reviewing match candidates. Expensive, slow, and inconsistent.
Duplicate records for customers, vendors, and organizations persist across systems, causing payment errors and compliance gaps.
Different reviewers make different decisions on similar records. No standardization, no learning.
When regulators ask why a decision was made, there's no audit trail. Spreadsheets and emails aren't compliance evidence.
30–50% of matches flagged for review are false positives. Your team reviews them anyway because they cannot tell the difference.
Missed matches mean duplicate customers slip through, compliance gaps go undetected, and risks accumulate silently.
The solution
Nux Match addresses each of these problems directly with features designed for real operational environments.
Define matching logic with precision. Choose algorithms, thresholds, and stages saved as reusable job definitions.
Reviewer decisions feed back into future runs. The platform learns from your team reducing false positives over time.
Save matching configurations as persistent recipes. Schedule, re-run, and share across teams with guaranteed consistency.
Every run is a discrete historical event. Full trace of data versions, algorithm settings, and reviewer decisions.
Every match decision includes the exact scoring breakdown. Know why two records matched or did not.
Deploy in your own infrastructure. Your data never leaves your environment. API-first for seamless integration.
How it works
Define your matching pipelines, choose algorithms, set thresholds, and save your job definitions for reuse across teams.
Your team handles edge cases through the human review loop. Every decision feeds back into the platform to improve future runs.
Every decision is versioned, explainable, and audit-ready. Full traceability from data input to final match outcome.
Deployment
Nux Match is API-first and integrates with your existing systems. Your data never leaves your environment.
Deploy directly in your own infrastructure. Full control over data, access, and configuration. No external dependency.
Isolated, dedicated environment in the cloud of your choice. Same guarantees as on-premise with cloud flexibility.
Seamless integration with your existing systems. Nux Match fits into your architecture not the other way around.
Tell us about your environment. We will show you how Nux Match fits.