Quality standards Support

Telemetry and activity log hygiene

Right-sizes structured logs for post-market surveillance without drowning storage.

5 weeks · Remote-first · Updated 2026-05-04

Indicative fee: 5 400 000 Ft · informational only

Illustration for Telemetry and activity log hygiene

Scope narrative

Logs help post-market teams, yet noisy activity logs mask real faults. We classify events, tighten serialization, and align retention with your enterprise markets commitments—without stripping legally useful context.

Included focus areas

  • Event taxonomy workshop with clinical safety
  • Serialization cost review for SD/eMMC wear
  • Encryption-at-rest touchpoints with your security engineer
  • Sampling strategy for high-frequency sensor streams
  • Exporter for support teams with redaction defaults
  • Documentation for cloud cost ops handoff

Outcomes you can archive

  • Leaner logs with higher signal for triage teams
  • Predictable storage growth on device and gateway
  • Clearer mapping from field events to internal tickets

FAQ

Do you host data?

No. We advise on-device and pipeline shaping; hosting stays with your operators.

Can we keep verbose engineering logs?

Yes, with scoped retention and access controls we document jointly.

What about GDPR?

We reference your privacy statement and support data-minimization choices; legal interpretation stays with counsel.

Experience notes

The taxonomy workshop hurt a few egos, but tickets now include the right fields. Cloud cost ops saw a real drop in ingest spikes.
Marci · Support lead · 4/5 · internal feedback