Research at Scriben
Turning real-world context into intelligence.
We build context from real-world conversations so agents can remember what was said, connect it to ongoing work, and prepare the next action for people and teams.
Featured engineering note
01 / 05The Scriben system: from physical capture to governed action
A product systems report on how Scriben turns conversations into inspectable context, durable memory, and user-approved action, with a five-session evaluation of the intelligence layer.
Public system architecture · current Agent capability framing · five paired recordings totaling 155 minutes. Patent-sensitive device and firmware implementation is withheld; the retained evaluation source pack is held by Scriben.
Read the systemResearch principles
Useful intelligence has to remain accountable to the world it describes.
- 01
Abstention is an answer
When evidence cannot support a name, fact, or action, the system should say so plainly.
- 02
Provenance travels with intelligence
A useful output should retain enough of its path for a person to inspect where it came from.
- 03
The row is the switch
Privacy and access controls should resolve from durable server-side state, not presentation or model judgment.
- 04
Humans own consequential writes
The model may structure and propose; authorized people decide what reaches a chart, inbox, or system of record.
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Bring us hard problems from real-world conversations.
We collaborate on systems that capture real-world conversations, retain useful context, and keep consequential actions under human review.
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