Tilores
Tilores is a Berlin-based entity resolution infrastructure company providing a serverless API that unifies scattered customer, company, and transaction records into real-time resolved entity graphs for enterprise AI, risk, and compliance teams.
- Company typePrivate
- Founded2022
- HeadquartersBerlin, Germany
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Tilores does
Tilores is a Berlin-based entity resolution infrastructure company that resolves scattered customer, company, and transaction records into unified, continuously updated entity graphs in real time. Founded in January 2022 as a spin-out from a German consumer credit bureau where the underlying technology was originally developed to manage hundreds of millions of records, the company operates as Tilo Tech GmbH and sells a serverless API-based platform combining deterministic rule-based matching with probabilistic fuzzy machine-learning matching across 13 algorithms (including Levenshtein Distance, Jaro-Winkler, Soundex, Metaphone, Cologne Phonetic, Cosine Similarity, and Jaccard Similarity). It serves enterprise AI teams, risk teams, and data engineers at customers including Exiger (supply chain intelligence), Inato (healthtech clinical trials), Cofinity-X (Catena-X automotive dataspace), MediaPrint (publishing), Grover (consumer tech rental), and an unnamed major European last-mile logistics company running the largest disclosed deployment (150M records at 99.5% accuracy in 36 hours).
The core product delivers sub-300ms record ingestion and ~150ms query response via GraphQL and SQL APIs, with full data lineage and audit trails, pre-built connectors for Salesforce, HubSpot, and Snowflake, and webhooks for downstream event streaming. IdentityRAG extends the platform as an identity-aware retrieval layer for AI and RAG pipelines, returning resolved entity context before semantic document retrieval to ground LLM applications in deduplicated entity data. The platform is SOC 2 Type II certified and GDPR-compliant, with native data deletion workflows for DSAR handling. Three deployment models are offered: managed cloud via AWS Marketplace, deployment into a customer's own AWS account, and on-premise for air-gapped or data-sovereignty scenarios.
Tilores monetizes through custom-priced enterprise SaaS subscriptions billed per Unified Customer Record (resolved entity count, not raw ingested record volume), typically under multi-year contracts with deployment model, SLA, and support tier shaping the quote. Go-to-market is primarily enterprise direct sales driven by a "Book a Demo" CTA, augmented by a free self-serve Tilores Studio evaluation build (up to 100K records locally), free fuzzy-matching utilities for developer lead generation, and channel partnerships including Carahsoft for U.S. federal agencies, BlackOak Analytics for North America, and Snowflake for data-warehouse-native buyers.
Tilores firmographics
Firmographics- Name
- Tilores
- Legal name
- Tilo Tech GmbH
- Website
- https://tilores.io
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Tilores is a Berlin-based entity resolution infrastructure company providing a serverless API that unifies scattered customer, company, and transaction records into real-time resolved entity graphs for enterprise AI, risk, and compliance teams.
- Ownership category
- akta.pro rank
Tilores industry classification
Industry- Product category
- Entity Resolution Software
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Computer Systems Design and Related Services (5415), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Processing & Data Preparation (7374), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Database Tools & Ecosystem (Replication, Backup/Recovery, HA/DR, Monitoring) (HDAEAAAO)
- akta.pro secondary industries
- Database/Application Data Layer Modernization (DB migration, ORM, caching) (BPAEAFAL), Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs) (HDAAAKAI)
Keywords
Where Tilores is headquartered
LocationHeadquarters
- HQ city
- Berlin
- HQ country
- Germany
- HQ region
- Europe
Offices1 record
Markets served
Tilores business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- Enterprise SaaS Subscription (Unified Customer Records): Pricing is based on Unified Customer Records (UCRs) — the number of real, resolved customers in the customer's system — not raw records ingested. Organizations with more raw records than actual customers pay based on resolved entities. Deployment model (Managed Cloud, Customer AWS Account, or On-Premise), SLA & compliance requirements, and support level further shape the quote. Custom pricing tailored to data volume, deployment model, and support requirements rather than a one-size-fits-all plan.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Full-platform enterprise subscription with custom pricing |
Go-to-market motion3 records
Distribution channels5 records
Marketing channels5 records
Tilores product offering
Product offeringCore offering
Tilores provides a real-time, serverless entity resolution infrastructure platform exposed via a GraphQL API. It ingests fragmented customer, company, and transaction records from existing systems (CRM, ERP, data warehouses, procurement) and resolves duplicates and linked entities in under 300 ms using deterministic rules combined with ML-based fuzzy matching across 13 algorithms. The platform maintains a continuously updated, auditable resolved entity graph that downstream fraud, compliance, marketing, and AI systems consume as a single source of truth.
Product overview
Tilores is a real-time entity resolution infrastructure platform that unifies scattered customer, company, and transaction data across systems. The core product Tilores provides an API-based entity resolution engine combining deterministic and probabilistic fuzzy ML matching to resolve records at ingestion with sub-300ms processing and sub-100ms query latency. Tilores Studio offers a free local evaluation tier supporting up to 100,000 records for teams to test entity resolution before deployment. IdentityRAG extends the platform for AI and RAG applications by providing resolved entity context as an identity-aware retrieval layer. The platform integrates via GraphQL API and pre-built connectors (Salesforce, HubSpot, Snowflake), supporting cloud (AWS Marketplace, other hyperscalers) and on-premise deployment with SOC 2 certification.
Differentiator
Problem solved
Functional benefit
Products and services
- Tilores Entity Resolution Platform Enterprise-grade real-time entity resolution platform and GraphQL API. Combines deterministic and probabilistic ML-based fuzzy matching to resolve and deduplicate scattered customer, company, and transaction records at ingestion. Sits as a layer inside existing CRM, ERP, support tools, and data warehouse stacks via GraphQL or pre-built connectors, delivering a unified resolved entity graph for fraud, compliance, marketing, and AI systems.
- Tilores Studio (Free Evaluation Build) Free downloadable local build of the Tilores entity resolution engine, supporting up to 100,000 records. Allows data engineers and AI teams to test, benchmark, and configure matching rules on their own machine before committing to a cloud or on-premise deployment.
- IdentityRAG Identity-aware Retrieval-Augmented Generation capability that provides AI systems and agents with persistent entity memory. Returns resolved entity context (canonical unified views of persons or companies) to AI agents and RAG pipelines before semantic document retrieval, ensuring AI applications reason about accurate, deduplicated entity data.
Quantifiable outcome
- 110M+ source records resolved into 60M entity clusters from 16 data sources with <24h initial ingestion and 100ms query latency
- +4 more outcomes
Companies that use Tilores
Customer profileNamed customers6 records
Segments6 records
Ideal customer profiles5 records
Tilores technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability4 records
Feature11 records
Tilores partnerships and signals
Strategic signalPartnerships
Four partnerships are on record, tiered flagship and core.
- Carahsoft Technology Corp.flagshipCarahsoft has partnered with Tilores as its Master Government Aggregator to distribute Tilores' entity resolution platform to U.S. government agencies. The platform helps agencies unify and analyze large volumes of data for applications including fraud detection and regulatory compliance. Carahsoft is a trusted IT solutions provider serving federal, state, and local government agencies.
- BlackOak AnalyticsflagshipStrategic partnership to launch Tilores' identity resolution as a service solution in the North American market. BlackOak Analytics contributes 15+ years of experience in data analysis and entity resolution, particularly in the US healthcare identity resolution market, to expand Tilores into adjacent sectors including finance and customer data platforms (CDP) across North America.
- SnowflakecoreNative Snowflake integration via external functions that allow querying Tilores entity resolution directly from within Snowflake SQL. Tilores connects to Snowflake data for deduplication and entity resolution, with results queryable using Snowflake's full query capabilities. Tilores is a Snowflake Technology Partner. Customers ingest data from Snowflake tables into Tilores and retrieve resolved entity context via Snowflake SQL queries.
- AWS (Amazon Web Services)coreTilores is available on AWS Marketplace as a fully managed, serverless cloud deployment. Tilores is an AWS Partner with SOC 2 certified infrastructure. Managed Cloud runs in Tilores' AWS account and deploys to any AWS region. Customer AWS Account option deploys Tilores into the customer's own AWS environment.
Scale indicators6 records
Recent moves6 records
Expansion highlights6 records
Tilores competitors and assessment
Company assessmentMarket position
Competitive moat6 records
Key highlights7 records
Customer concentration
Tilores social profiles
Digital presenceTilores compliance and trust
Trust signalCompliance2 records
Tilores financial estimates
Financial estimateRevenue estimate
Valuation estimate
Tilores leadership team
Management profileNumber of profiles
Profiles3 records
Tilores funding detail
Funding detailFunding overview
Funding rounds1 record
Investors5 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Tilores M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Tilores
What does Tilores do?
Tilores provides a real-time, serverless entity resolution infrastructure platform exposed via a GraphQL API. It ingests fragmented customer, company, and transaction records from existing systems (CRM, ERP, data warehouses, procurement) and resolves duplicates and linked entities in under 300 ms using deterministic rules combined with ML-based fuzzy matching across 13 algorithms. The platform maintains a continuously updated, auditable resolved entity graph that downstream fraud, compliance, marketing, and AI systems consume as a single source of truth.
Is Tilores a public or private company?
Tilores is a private company. It is classified as venture growth investor backed and is currently operating.
When was Tilores founded?
Tilores was founded in 2022. It employs 1 to 10 people.
Where is Tilores based?
Tilores is headquartered in Berlin, Germany, in the Europe region.
How does Tilores make money?
One revenue line is on record: enterprise SaaS Subscription (Unified Customer Records).
Does Tilores have an API?
Yes. Tilores offers a GraphQL API for entity resolution queries and data ingestion. The API supports entity graph queries, record ingestion, and resolved context retrieval. Pre-built connectors available for Salesforce, HubSpot, and Snowflake. Sub-100ms query latency at scale, sub-300ms ingestion time, ~150ms query response time. SOC 2 certified infrastructure with GDPR-compliant data processing. Developer documentation is at docs.tilotech.io.
What industry is Tilores in?
Tilores's product category is Entity Resolution Software. Its primary akta.pro industry code is HDAEAAAO, Database Tools & Ecosystem (Replication, Backup/Recovery, HA/DR, Monitoring), with a secondary code of BPAEAFAL, Database/Application Data Layer Modernization (DB migration, ORM, caching). Its NAICS code is 5182 and its SIC code is 7370.