WEAK LINKS AREN'T AN EXCUSE. THEY'RE AN INPUT.

Model retries, payload reduction, data cost, and offline queue headroom together. The result is a reproducible field envelope, not a live network claim.

Field sync assumptions

EVENTS / DAYrecords

PAYLOADKiB each

SUCCESS / ATTEMPTpercent

TOTAL ATTEMPTSincluding first

PAYLOAD REDUCTIONpercent

DATA PRICEUSD / GiB

OFFLINE WINDOWhours

Load the synthetic field profile or enter measured assumptions.

Planning math only. No live carrier price, coverage, outage, protocol overhead, device storage, mobile money, wallet, Web3 network, or external service is measured.

EVENTUAL DELIVERY

97.91%

Four total attempts lift delivery probability, but each event now consumes 1.5793 transfer attempts on average.

Assumes independent attempts with constant success probability. Correlated outages can make this estimate optimistic; use measured traces before production sizing.

COMPUTED FIELD ENVELOPE

1,200 events/day · Decimal.js 10.4.3

1.5793 attemptsEXPECTED / EVENT

7.773 MiB/daySAVED

$0.34/monthLEAN DATA COST

4.688 MiB8-HOUR QUEUE

NAIVE RETRY

22.209 MiB/day

LEAN SYNC

14.436 MiB/day

14.063 MiB/dayONE-ATTEMPT INTUITION

35.0% smallerEVERY ATTEMPT

4 attemptsDELIVERY CAP

P(delivery) = 1 - (1 - 0.62)^4 = 0.97914864 · E(attempts) = 0.97914864 / 0.62 = 1.579272

WHY LEAN DESIGN COMPOUNDS

Retries raise delivery from 62.00% on one attempt to 97.91% across four attempts, but amplify traffic above the one-attempt intuition. Applying the 35% payload reduction before upload saves bandwidth on successful and failed attempts alike.

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