A forwarded document becomes a calendar you can trust
Forward a school, camp, sports, or medical document and the agent extracts proposed events, deadlines, and checklists, each with a resolved absolute date. Every proposal becomes an approval card: nothing is added until a parent approves, the governed HITL spine. Approved items are routed to the calendar, then re-read to confirm the write.
- Approval cards drafted
- 128
- Routed to calendar
- 104
- Corrected, then approved
- 16
- Denied
- 17
- Source types
- 5
- Governed runs
- 5
Inspect the loop, end to end
Two detail views open the loop up: how a single forwarded document becomes reviewable proposals, and what the loop learns over time.
Capture, extract, approve, route
One engine, one loop. Counts are coarse and content-free, the documents, senders, names, and event titles never appear.
- Step 1
Capture
Documents forwarded to the household address: school, camp, sports, and medical.
96items
- Step 2
Extract
Each document is parsed into proposed events, deadlines, and checklists with a resolved absolute date.
128items
- Step 3
Approve
Every proposal becomes an approval card. Nothing is added until a parent approves: the HITL spine.
121items
- Step 4
Route
Approved items are routed to the on-device calendar, then re-read to confirm the write.
104items
Where the documents come from
A coarse mix of forwarded-document source types, closed-enum only, never the document itself.
- School41 docs · 58 proposals
- Camp24 docs · 34 proposals
- Sports19 docs · 22 proposals
- Medical9 docs · 11 proposals
- Other3 docs · 3 proposals
What the agent drafts
Each extracted proposal is an event, a deadline, a checklist, or a reminder.
- Events71
- Deadlines29
- Checklists18
- Reminders10
Approve, deny, correct, and loud failures
The coarse outcome of every approval card. Routing failures are shown, not hidden, an unverified write is never a silent success.
- Approved88
- Corrected, then approved16
- Denied17
- Routed to calendar104
- Routing failed2
- Awaiting you7
How sure the extraction was
A coarse high / medium / low band. Only low-confidence proposals nudge mandatory review.
- High confidence82 · 64%
- Medium confidence34 · 27%
- Low confidence12 · 9%
The recent run timeline
Each forwarded document triggers a governed run. Blocked runs (e.g. a source that is not eligible) are first-class, not hidden.
- SucceededCamp4 cards · 4 routedLow band38s · 4d ago
- SucceededSchool5 cards · 5 routedLow band31s · 4d ago
- SucceededSports3 cards · 2 routedLow band27s · 4d ago
- BlockedMedical0 cards · 0 routedLow band— · 4d ago
- SucceededSchool6 cards · 5 routedMedium band52s · 5d ago