A human intelligence platform for entity resolution
Solving for complex Entity Resolution challenges requires human intelligence at scale. People understand natural variations in language, variations in imagery, contextual references, and behavioral patterns which are often essential in interpreting data inconsistencies. Whether reconciling likely duplicate entries, matching entities from disparate systems, or consolidating structured and unstructured data references, the combination of human and machine intelligence in our platform can produce a clean, canonical dataset.
Accelerated Data Annotation
Scale your data labeling and increase accuracy without maintaining your own annotation tools or having to label any of the data.
Task and Workforce Management
Reduce costs and de-risk your model development with custom-configured task workflows and access to a global workforce, managed by our team.
Managed Data Quality Control
Increase data accuracy through human judgment consensus, gold data, dynamic escalations, and custom adjudication strategies.
How we solve complex entity resolution challenges
Our platform qualifies and groups trained data specialists and distributes purpose-built data tasks to them. At any moment, there are thousands of specialists working on the platform. It also trains specialists on tasks, evaluates their progress and monitors them as they work. The AI in our platform makes specialists faster and more accurate, automatically comparing results and intelligently escalating the review of questionable data as needed. And our project leads are experts at designing workflows that promote efficiency, scalability and data confidence.
Associating entities from multiple data sources of varying datatypes to a single real-world reference through pattern comparisons.
Clustering records or occurrences corresponding to the same entity. Canonical matches are proposed based on language understanding, to link and deduplicate named entities.
Detecting and resolving semantic or taxonomy conflicts in cases of database integrations to the top-level ontology as defined by our customers.
Ready to start scaling your entity resolution training data?Let's talk
How it Works
We take a solutions-first approach to solve critical data problems and make our platform work for you, not the other way around.
Share your data and project requirements with us, and we’ll take care of the rest.
- Requirements consultation
- Custom task design
- Workflow configuration
- API data transfer
- Specialized workforce curation and training
- Global task distribution
- Object detection and classification
- Semantic segmentation
Video object tracking
- Human judgment consensus
- Gold data
- Confidence scoring
- Adjudication strategy
Hear from our customers
“Alegion is an integral piece of our overall prospect generation process and they have contributed to generating millions of dollars in new business for the Blue Book Building & Construction Network.”
–Jeff Fandl, Director of Company Information, Blue Book Building & Construction Network
Enterprise-grade model training data is just a conversation away
We’ve built industry best practices servicing our Fortune 500 customers, so that we’re best equipped to meet your data requirements and keep you focused on your machine learning priorities.