Pecan AI vs Tilores

“Best value picked per field across all linked sources — fully traceable back to the record it came from.”

“Rules are explicit, tunable, and auditable. You can show exactly why two records were linked.”

“Rules are explicit, tunable, and auditable. You can show exactly why two records were linked. You can adjust precision and recall to fit your use case. No black box.”

“sub-300ms ingestion (2ms self-hosted), ~150ms query response (1ms self-hosted)”

“They evaluated Tilores against multiple alternatives across a two-month structured benchmark. Tilores won on the hardest data to match: the global shipping and customs records that competing solutions couldn't reliably resolve.”

“Runs in your cloud, your data centre, or your laptop”

“Tilores deploys inside your own environment, so the resolved entity graph your models retrieve from never leaves it.”

“Tilores Studio Free Run entity resolution locally — up to 100,000 records.”

“Tilores Studio is now available. Run entity resolution locally on your machine. Download free →”

“AWS-native by default · Infrastructure-agnostic by design · Runs in your cloud, your data centre, or your laptop”

“GraphQL ● 96ms query ResolveEntity { entity(input: { id: "ent_3c8b21a0" }) { entity { id score edges recordInsights { name: valuesDistinct(field: "name" ) email: valuesDistinct(field: "email" ) phone: valuesDistinct(field: "phone" ) dob: valuesDistinct(field: "dateOfBirth" ) address: valuesDistinct(field: "address" ) location: valuesDistinct(field: "location" ) } } } }”

“Our team works that way by default. "The Tilores team is one of the most professional teams I've ever worked with in my professional career. They were 100% supportive. They really were part of our team - it felt like a family. They are highly accessible, very professional. They can have discussions at a very pedantic technical level and they're more than capable of explaining things at a business level when needed."”

“GraphQL ● 96ms query ResolveEntity {”

“GraphQL ● 96ms query ResolveEntity {”

“Used by AI teams, risk teams, and data engineers at MediaPrint, Inato, Grover, and Cofinity-X”

“110M+ Source records resolved 60M Resolved entity clusters <24h Time to first results 100ms Query latency at scale”

“By Industry Financial Services Insurance E-commerce Logistics Government Security Publishing”