Data mesh unlocking growth
summary
Linkfire reorganizes around domain value streams, moves ownership of ~50 data assets to cross‑functional teams, and enforces federated governance via a rotating data governance committee. Outcomes include drastically reduced time‑to‑insight, far less analyst wrangling, more experiments, and lower data downtime. The team builds a central data monitoring observability platform, standardized dashboarding and an experimentation stack; those tools track asset health and metrics, speed incident resolution, and successfully enable decentralized teams to ship data products and ML use cases.
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chapters (7)
- 0:00Introduction to data mesh
- 3:54Key outcomes of data mesh
- 7:29Problem statement and challenges
- 11:05Data mesh principles explained
- 15:20Implementation steps at linkfire
- 20:20Rollout plan and governance
- 25:44Summary and next steps
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