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How It WorksAutopilot & AI Assistance

Autopilot & AI Assistance

Every step described in this section — ranking, connections, leads, events, the glossary — can be worked by hand, or Autopilot can do the legwork for you after every scan. This page explains what that means in practice.


The six missions, in plain words

Autopilot isn’t one general-purpose bot — it’s several agents, each with a single job, so the work stays predictable:

MissionWhat it does
InquiryKeeps standing questions healthy — creates new ones for recurring findings, archives ones that have gone quiet, and avoids creating duplicates.
CaseBuilds and maintains investigations: proposes leads, drafts a dated event when evidence points to one, and closes or reopens cases as the picture changes.
ConfigTunes detection — switches on the right detectors for a source that’s producing nothing, and adjusts connection tuning when clusters look wrong.
Detector authorWrites, tests, and checks a brand-new custom detector when nothing existing catches something important — then verifies whether it actually worked.
EscalationReviews open cases and makes sure a human is told about the ones that genuinely warrant attention — it changes nothing in the investigation itself, only raises the alert.
DreamRuns on a quiet schedule to tidy up what the other agents have learned, so the whole system gets sharper over time instead of accumulating noise.

What agents may — and may not — do

Agents can propose constantly: a new inquiry, a candidate lead, a possible event, a glossary term, a tuning change. What they can commit without review depends on the supervision level you set.

  • A lead is always a proposal, never a fact. Whether suggested by ranking, an inquiry match, or an agent, it sits in the triage queue until a person accepts or dismisses it. See Leads, Evidence & Events.
  • Agent-proposed glossary terms start unverified, clearly marked as agent-origin, and can never overwrite an entry you defined yourself.
  • Dated events proposed by an agent stay unverified until a person confirms them — agents are instructed never to fabricate a date.
  • Escalation only alerts. It cannot change severity, close a case, or touch evidence — its one action is telling a human to look.

Provenance: knowing who said what

Every piece of agent-generated content — a memory note, a glossary term, an event, a proposed lead — carries its origin: agent or operator. That distinction is preserved permanently, so you can always tell whether something was confirmed by a person or is still a machine’s best guess.

How to supervise it

You choose the level of trust, and it can be scoped narrowly:

  • Off by default. Every agent is disabled until you turn it on.
  • Observe-only mode. Set the whole instance — or a single source, detector, or case — to observe-only, and agents will propose without touching anything.
  • A written reason for every action. Every move an agent makes, and every deliberate choice not to act, is logged in plain English so you can audit it later.

Where this leads

Autopilot uses the exact same ranking, connections, and case tools described throughout this section — it doesn’t have a separate, hidden path. For the full technical detail on each agent, cycles, memory, and steering controls, see Autopilot.

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