TECHNICAL WHITE PAPER
Kervalt: A Unified Approach to Enterprise Reasoning
How the search, connection, and record parts of Kervalt work together to give complete answers in document-heavy work.
2026
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KERVALT / PUBLICATIONS
Peer-reviewed research and technical papers
Our publications explain how Kervalt is built, tested, and kept safe. Every claim can be reproduced and traced back to its source.
Reproducible Results
Open Datasets
Linked Sources
EU-Hosted
01 / FEATURED
Featured publications
Recent work from Kervalt Research on reasoning, infrastructure, and responsible AI.
BENCHMARK REPORT
Connected Legal Reasoning Benchmark
A 12,000-document test measuring detection of linked contract clauses and ownership chains.
2026
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SAFETY PAPER
Clear Rules for Enterprise Agents
A framework for policy-driven filtering, output review, and human controls in high-stakes domains.
2025
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INFRASTRUCTURE
Running Models on European Servers
A comparison of speed, cost, and data protection when models stay in Europe.
2025
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MODEL CARD
Kervalt-LM Technical Report
Capabilities, data governance, test results, and known limitations for our hosted model family.
2025
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ETHICS
Bias Mitigation in Multi-Part Retrieval
Methods for detecting and reducing unfair bias across every part of Kervalt.
2025
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02 / PRODUCTION
From paper to real product
Published methods become verified systems when every claim is reproducible and every answer is linked to its source.
BEFORE KERVALT
Research stays on the shelf
- Whitepapers make claims that cannot be reproduced on customer data.
- Benchmarks ignore location rules, data leaks, and real-world messiness.
- Citations are manual; made-up references slip into production.
AFTER KERVALT
Published methods become verified systems
- Every paper links to runnable test code and open datasets.
- Tests run on European servers with zero outside training.
- Every answer links back to its source automatically.
NEXT STEP
Need a reprint or academic license?
Our research team can provide reprint permissions, collaboration terms, and custom test datasets.