UNDERSTAND
Searching very long documents: what we measured
We measured speed, finding power, and citation accuracy across long legal and scientific documents.
Aug 2026
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KERVALT / RESEARCH BLOG
Notes from the research front
Plain-language updates on our latest releases, experiments, and lessons learned.
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FEATURED
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FEATURED POST
How Kervalt follows a contract clause across five folders
A step-by-step look at how Kervalt connects people, obligations, and citations across documents.
Connected reasoning in production
ARCHIVE
Recent posts
CONNECT
Mapping connections across 10,000 contracts
Lessons on finding the right people, roles, and relationships, and keeping the map up to date.
Jul 2026
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CONTROL
Why clear records still matter in the age of AI
How Kervalt checks dates, amounts, and thresholds precisely, instead of guessing.
Jul 2026
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SAFETY
Testing enterprise agents until they break: a field report
Real attempts to trick the system, what failed, and the guardrail updates that stopped them.
Jun 2026
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INFRASTRUCTURE
Running models on European servers we control
A look at performance, cost, and data protection when you keep models close to home.
May 2026
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ETHICS
Bias audits in AI-generated answers
How we measure and reduce unfair effects across Kervalt.
Apr 2026
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