Identity Resolution

Contextual Identity. Built for AI. Trusted by Humans.

Build accurate, scalable, and privacy-safe profiles using patented AI for identity resolution.

Stitch screen on the Amperity platform showing a deduplication rate of 57.3%. A modal shows that field "name_first" has a semantic tag of "given-name" and "name_last" has a semantic tag of "surname", with a high match.

Why Identity Resolution matters

Connect every touchpoint to one customer profile

Link fragmented IDs across every channel so you recognize customers everywhere they shop. Stop sending duplicate emails to your regulars.

Find your hidden high-value customers

Consolidate fragmented profiles to reveal true lifetime value. Give your biggest spenders the VIP treatment they've earned.

Stop duplicate marketing spend

Cut duplicate emails, redundant ads, and wasted catalog sends. When you merge duplicate profiles, every marketing dollar reaches a real person.

Maintain customer trust and privacy

Link consent decisions across channels to the right customer profile every time. When Jane Smith becomes J. Smith, her opt-out preferences follow her. Avoid regulatory fines and maintain customer trust through unified consent tracking.

Customer Profiles screen on Amperity platform demonstrating AI semantic tagging for fields "name_first" and "name_last".

AI-powered identity resolution

Build unified profiles in hours, not months

There are three approaches to identity resolution. Manual SQL matching requires data engineering teams and breaks constantly. Deterministic rule-based tools deliver high precision but miss 40%+ of matches. Amperity's AI/ML approach combines deterministic confidence with probabilistic discovery, capturing what others miss.

Flexible identity matching: run multiple identity graphs

Run multiple identity graphs simultaneously: Growth Graph (probabilistic) maximizes reach, Trust Graph (deterministic) ensures compliance, Opportunity Graph measures the gap between proven and probable matches.

Stitch screen on the Amperity platform showing a high match for "Brandon Calderon".

Increase data confidence

Configurable match and merge rules

Improve profile accuracy with out-of-the-box merge and unmerge rules that can be customized for each use case or database.

Customizable householding

Unpack complex relationships with out-of-the-box physical or digital rules to understand the unique ways groups of people purchase together.

Full transparency and benchmarking

Build trust in your data with complete visibility into how every connection was made, with benchmarking tools to QA and tune the model for your business.

Dashboard titled "Sandbox: All Databases" in the Amperity platform, showing 421 customers added, 86 changed, and 16 removed.

Stay flexible to new data

Lakehouse native

Instantly share data to Amperity and make your identity graph available back in your data lakehouse with Amperity Bridge.

Built-in parallel Sandboxes

Patented Sandbox feature allows users to test and incorporate new data without disrupting existing models, eliminating months-long integration cycles.

Workflow monitoring and alerting

Robust data governance and workflow tools allow you to monitor and maintain with ease.

Customer Data Cloud

AI-powered solutions to unlock the full potential of customer data

Today’s data challenges require AI solutions. Amperity helps technologists rapidly transform raw customer data in a data warehouse into actionable business assets.

"We almost couldn't believe it — the time that it took us to deduplicate information compared to what Amperity did. And they deduplicated 3x what we had been able to do on our own."

Dick's Sporting Goods

Get in touch

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