Build skills on the activity graph.
Today, skills are built with Dataken engineering — tailored to how your company’s stack is wired. The self-serve Skills API is coming; join the early-access list below.
What a skill looks like.
The activity-graph signal schema
Every activity record is a structured tuple: timestamp, application, window title, dwell duration, detected content type. Skills subscribe to patterns in this stream — not raw events, but recognized work contexts.
{
"timestamp": "2026-04-07T14:32:00Z",
"application": "Microsoft Excel",
"window_title": "Q1 Department Timesheet.xlsx",
"dwell_seconds": 762,
"content_type": "spreadsheet/timesheet",
"friction_signals": []
}The rules registry
Per-tenant configuration that defines what OLi looks for and what it offers. A healthcare company’s registry recognizes EHR workflows. An insurance company’s recognizes claims processing. Same agent, different context, different actions. The registry is what lets OLi adapt to each company’s workflows.
Trigger declarations
A skill declares its trigger as a pattern match against the activity stream. When the pattern fires, OLi presents the skill to the user as a toast action. The user approves or dismisses. If approved, the skill runs with the just-in-time activity-context payload — the current and recent activity records that made the trigger fire.
What a skill must implement
A trigger declaration, an action handler that receives the activity-context payload, and a result callback. That’s it. The heavy lifting — capture, recognition, consent, inference — is handled by the platform.
Skills you can build.
Summarize an email thread
Generic skill. When OLi sees an email thread from a manager, it offers to summarize all emails on the topic. Works across tenants. Internal beta.
Check & Record Insurance Eligibility
Tenant-custom skill. When OLi sees a patient eligibility view in the EHR, it offers to capture the payer details and record them in Epic or Meditech. Per-tenant. Internal beta.
Build SOWs from a timesheet
Tenant-custom skill. When OLi sees a department timesheet, it offers to build SOWs from the entries and send them via Zoho Sign. Integrates with HubSpot for entry sourcing. Per-tenant. Internal beta.
Get early access.
The self-serve Skills API is coming. Leave your email and we’ll let you know when it ships.
No spam. One email when the API opens.