Tiger Data × Titan America
Tiger Data x Titan America, from fragile CSV pipelines to reliable manufacturing data foundation
19 TB of tiered time-series data managed on Tiger Cloud
Constant firefighting to reliable infrastructure
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Why it works
The case study earns its reliability claim by describing the exact failure modes of the old system: network blips causing data loss, BI tool bottlenecks, and no retention policy. The before-state is concrete and the mechanism is detailed enough to follow, covering hypertable design, compression configuration, and the medallion architecture. The primary tag is Resilience because the lead win is that a broken, fragile system was stabilized, though New Capability is a genuine secondary theme since predictive maintenance and continuous aggregates were not possible before.
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Anchor the before-state in operational pain that a technical reader immediately recognizes: naming CSV dumps, network blips causing data loss, and BI tool slowdown gives the problem specificity that generic 'inefficiency' framing never achieves.
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