We've been in the trenches on the same problems — entity resolution at scale, cross-collection discovery, the tension between scholarly rigor and usability. Here's what we're building to make it generalizable.
If you've worked with a large document collection computationally, you've encountered most of these:
All of these projects are solving the same underlying infrastructure problems in isolation. There's no shared layer. That's what we're trying to change.
Arke is the shared infrastructure layer. Instead of every project rebuilding from scratch, collections plug into a network where work compounds.
Automated entity resolution and relationship extraction across large corpora. Entities resolved in one collection inform resolution everywhere else on the network.
Documents and entities are interconnected across institutional boundaries. A person mentioned in diplomatic cables surfaces alongside their appearance in a university archive.
Vector search built for scholarly use. Your researchers and your audiences find what matters — not just what matches a keyword.
Content-addressed storage with cryptographic attestation. Every document, every entity, every relationship is versioned, verifiable, and permanent. Your data is restorable without us.
Agentic reasoning over your corpus with full provenance tracking. Every insight is traceable back to source documents — citable, auditable, reproducible.
Open API for connecting to existing library systems, digital repositories, and research workflows. No lock-in, no proprietary formats.
You have a collection and a research question. We provide the computational infrastructure to make it tractable.
You hold collections that deserve better discovery and interconnection. We build the infrastructure to make them accessible.
You have large-scale document collections that need better search, organization, and long-term preservation.
We meet you where your project is. Some people come to us with a funded project and a clear technical need. Others are earlier — exploring what's computationally possible with a collection. We work with both, and we're happy to contribute to grant proposals when our infrastructure strengthens the application.
We help you figure out what's realistic for your collection, your timeline, and your research goals.
We deliver the infrastructure — knowledge graphs, search, entity resolution, discovery tools — built on the Arke network.
Your infrastructure outlives the funding cycle. Data is permanent, portable, and yours.