Research
Inside χ-Bench’s healthcare workflows
A benchmark for complete healthcare workflows across providers and health plans.
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Research, engineering, and ideas from Actava.ai.
Research
How Cura 1T learns through evaluation
How evaluation failures guide training data for a healthcare foundation model.
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Training specialized models with Model Factory
How verified workflow experience supports training and checkpoint selection.
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16 articles
ProductRelease notes
KORA v9: scheduled work and runtime controls
October updates add an organization-wide stop control, configured model fallback, workflow review gates, scheduling, and batch operations.
Product2 min read
Training specialized models with Model Factory
How authorized workflow traces become training tasks, and how held-out evaluation and checkpoint comparison guide model selection.
ProductRelease notes
Payer workflows for Medicare Advantage and Small Group
An expanded workflow library covers enrollment, authorization, claims, quoting, installation, appeals, and renewals.
ProductRelease notes
Compliance v8: linking controls to operational evidence
A control-status view connects framework assessments with run history, evaluations, policies, acknowledgments, and uploaded evidence.
ProductRelease notes
KORA v8: an API for the agent lifecycle
This release adds an organization API for managing agents through their lifecycle and introduces configured answer checks.
ProductRelease notes
KORA v7: execution records and deployment controls
Agent batches, recorded data access, model-selection limits, and skill review extend the platform’s execution and administration tools.
ProductRelease notes
A workflow library for HR and people operations
Reusable agent workflows cover recruiting, onboarding, learning, compensation, workforce planning, and offboarding.
ProductRelease notes
A workflow library for sales and marketing
Agent workflows for prospect research, outreach, account scoring, pipeline analysis, competitive intelligence, and sales enablement.
ProductRelease notes
Introducing Cura 1T
A healthcare foundation model fine-tuned from Kimi-K2.6 through recursive self-improvement, with evaluations spanning clinical reasoning and interactive agent tasks.
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