Research
Inside χ-Bench’s healthcare workflows
A benchmark for complete healthcare workflows across providers and health plans.
Read the storyResearch, engineering, and ideas from Actava.ai.
Research
A benchmark for complete healthcare workflows across providers and health plans.
Read the storyResearch
How evaluation failures guide training data for a healthcare foundation model.
Read the storyProduct
How verified workflow experience supports training and checkpoint selection.
Read the story117 videos
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Clinicians don't lose their "care time" on making the right decision for their patients. They lose it to pulling records together, retyping the result into three systems, and chasing what came back. Agents can carry that documentation work while the clinical call stays with the clinician. This means less pajama time for the same amount of patient care.
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When an agent stops, someone has to pick up the work. Escalation without a named owner is a message into the void. A real escalation reaches someone responsible today, carries the context behind the stop, and has a deadline. The work should arrive with the reasoning and a clock—not a generic policy reference. ACTAVA walks users through what a real handoff needs: a named owner on duty today, the reason for the stop, and a deadline. Unowned escalation queues are where cases go to sit. ACTAVA helps users route exceptions to the right person. Make sure your humans-in-the-loop are humans, and that your agent escalation follows your company policies.
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Agents get built with care and shut off by accident. Retiring one in ACTAVA KORA means naming a successor or the gap it leaves, tracing every trigger and integration it touches, and keeping its history intact. Otherwise you inherit orphaned schedules and quiet wrong answers.
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400 records go in. Your team should only have to touch the 11 that failed. ACTAVA KORA treats every row as its own accountable run, with its own status, audit trail, and retry. Failures become a worklist your team clears one case at a time. If you need it tighter for a preview field, this runs 149: ACTAVA KORA runs every record as its own accountable run. When 11 of 400 fail, your team works those 11 while the other 389 keep moving.
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Cron syntax hides its mistakes. In ACTAVA KORA you write the schedule in plain English, read it back in words, and check the list of upcoming run dates before anything goes live. If the next Sunday looks wrong, you catch it there.
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Most connector catalogues cover the systems everybody has. The systems that matter to your organization are often the ones nobody else uses. An agent can only act on systems it can call. An organization-private connector brings your EHR and other internal systems onto the same shelf as standard integrations, while keeping them registered to your organization. Scope and credentials matter. Keep the connector private. Use per-request tokens instead of a shared key so each call carries access you can revoke. The catalogue is a starting point. Your systems are the point.
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Pasting the same expertise into every agent's prompt works until the copies drift apart and nobody owns the rules. Shared skills in KORA keep that know-how in one named, versioned place, so every agent attached to it inherits the fix.
VideosWatch video
Schedules, events, and webhooks decide when an agent starts, so nobody has to sit there and click run. Define the trigger next to the job, permissions, and output, and recurring work begins from the right signal instead of somebody's memory.
VideosWatch video
Formatting is the tax nobody budgets for. AI can finish the thinking and still hand someone an hour of fonts, colors, logos, footers, and boilerplate. A theme gives the agent your organization’s visual rules once. Point it at the brand instead of re-describing formatting in every prompt. KORA extracts the brand elements and shows them for review before applying them to reports, decks, and memos. The result arrives in your organization’s shape, including the details people usually fix by hand. The work is not done when the content is right. It is done when the document looks like yours.
Bring one workflow your team still runs by hand. We'll show you the agent that runs it.
Research, engineering, and ideas from Actava.ai.
Research
A benchmark for complete healthcare workflows across providers and health plans.
Read the storyResearch
How evaluation failures guide training data for a healthcare foundation model.
Read the storyProduct
How verified workflow experience supports training and checkpoint selection.
Read the story117 videos
VideosWatch video
Clinicians don't lose their "care time" on making the right decision for their patients. They lose it to pulling records together, retyping the result into three systems, and chasing what came back. Agents can carry that documentation work while the clinical call stays with the clinician. This means less pajama time for the same amount of patient care.
VideosWatch video
When an agent stops, someone has to pick up the work. Escalation without a named owner is a message into the void. A real escalation reaches someone responsible today, carries the context behind the stop, and has a deadline. The work should arrive with the reasoning and a clock—not a generic policy reference. ACTAVA walks users through what a real handoff needs: a named owner on duty today, the reason for the stop, and a deadline. Unowned escalation queues are where cases go to sit. ACTAVA helps users route exceptions to the right person. Make sure your humans-in-the-loop are humans, and that your agent escalation follows your company policies.
VideosWatch video
Agents get built with care and shut off by accident. Retiring one in ACTAVA KORA means naming a successor or the gap it leaves, tracing every trigger and integration it touches, and keeping its history intact. Otherwise you inherit orphaned schedules and quiet wrong answers.
VideosWatch video
400 records go in. Your team should only have to touch the 11 that failed. ACTAVA KORA treats every row as its own accountable run, with its own status, audit trail, and retry. Failures become a worklist your team clears one case at a time. If you need it tighter for a preview field, this runs 149: ACTAVA KORA runs every record as its own accountable run. When 11 of 400 fail, your team works those 11 while the other 389 keep moving.
VideosWatch video
Cron syntax hides its mistakes. In ACTAVA KORA you write the schedule in plain English, read it back in words, and check the list of upcoming run dates before anything goes live. If the next Sunday looks wrong, you catch it there.
VideosWatch video
Most connector catalogues cover the systems everybody has. The systems that matter to your organization are often the ones nobody else uses. An agent can only act on systems it can call. An organization-private connector brings your EHR and other internal systems onto the same shelf as standard integrations, while keeping them registered to your organization. Scope and credentials matter. Keep the connector private. Use per-request tokens instead of a shared key so each call carries access you can revoke. The catalogue is a starting point. Your systems are the point.
VideosWatch video
Pasting the same expertise into every agent's prompt works until the copies drift apart and nobody owns the rules. Shared skills in KORA keep that know-how in one named, versioned place, so every agent attached to it inherits the fix.
VideosWatch video
Schedules, events, and webhooks decide when an agent starts, so nobody has to sit there and click run. Define the trigger next to the job, permissions, and output, and recurring work begins from the right signal instead of somebody's memory.
VideosWatch video
Formatting is the tax nobody budgets for. AI can finish the thinking and still hand someone an hour of fonts, colors, logos, footers, and boilerplate. A theme gives the agent your organization’s visual rules once. Point it at the brand instead of re-describing formatting in every prompt. KORA extracts the brand elements and shows them for review before applying them to reports, decks, and memos. The result arrives in your organization’s shape, including the details people usually fix by hand. The work is not done when the content is right. It is done when the document looks like yours.