Autonomous collection and research

Daily operations.

Every collection run records source health, lots seen, price changes, research evidence, identity hypotheses, candidate alerts and calibration work.

Open learning center

Lots seen

00 new · 0 updated

Analysis

0lots modelled

Global evidence

0references discovered

Identity engine

0candidate identities

Alerts

90 duplicates suppressed

Investigation output

Strongest current candidates

These results survive evidence, reserve, cost, confidence and risk controls.

Sweep history

Daily performance

Run	Status	Started	Sources	Seen	Evidence	Alerts	Time
#1	completed	2026-08-07 10:08:41.299124	1/1	0	0	9	459 ms

Alert stream

Recent notifications

Art opportunity: Model 42 armchair

Score 72/100. Current all-in cost 9,650 SEK. Potential value 45,323 SEK. Review lot 8.

created

Art opportunity: Unique stoneware vessel

Score 75/100. Current all-in cost 2,250 SEK. Potential value 14,937 SEK. Review lot 4.

created

Art opportunity: Lidded silver bowl

Score 76/100. Current all-in cost 4,250 SEK. Potential value 26,783 SEK. Review lot 6.

created

Art opportunity: Abstract composition

Score 77/100. Current all-in cost 3,305 SEK. Potential value 21,632 SEK. Review lot 2.

created

Art opportunity: Ariel vase

Score 77/100. Current all-in cost 3,000 SEK. Potential value 18,542 SEK. Review lot 5.

created

Art opportunity: Harbour at night

Score 77/100. Current all-in cost 3,680 SEK. Potential value 23,692 SEK. Review lot 9.

created

Art opportunity: Modernist brooch

Score 77/100. Current all-in cost 8,275 SEK. Potential value 40,173 SEK. Review lot 7.

created

Art opportunity: Standing figure

Score 79/100. Current all-in cost 11,850 SEK. Potential value 53,563 SEK. Review lot 3.

created

Art opportunity: Coastal landscape

Score 85/100. Current all-in cost 5,050 SEK. Potential value 74,166 SEK. Review lot 1.

created

Scheduled collection

Windows automation

Run install_daily_task_windows.bat once to schedule collection every day at 07:00. Authorized CSV feeds placed in data/source_inbox are ingested automatically.

Strongest current candidates

Coastal landscape

Standing figure

Modernist brooch

Harbour at night

Ariel vase

Abstract composition

Lidded silver bowl

Unique stoneware vessel

Model 42 armchair

Reference 102 chronograph

Daily performance