Case Studies
Focus: live, unique active & cloud data — not deduplicated backups.
These summaries mirror common enterprise workloads (documents, analytics artifacts, mixed repositories). Incybit typically reduces storage by 30–70% (up to 76%) with no application changes. Reads return the exact original bytes (lossless).
Results at a glance
| Customer (anonymized) | Workload | Original Size | New Size | Reduction | Notes |
|---|---|---|---|---|---|
| Global Retailer | Object bucket (PDF/Office) | 500 MB | 120 MB | 76% smaller | Transparent reads; no app changes. |
| Data Lake (EU) | Analytics artifacts (Parquet/CSV) | 1.0 TB | 420 GB | 58% smaller | Faster copy/replication due to smaller payloads. |
| Financial Services | Corp. reports & archives (PDF) | 2.4 TB | 830 GB | 65% smaller | Bit-exact fidelity for audit/eDiscovery. |
| Public Sector | Scans & records (mixed docs) | 680 GB | 270 GB | 60% smaller | Immediate savings after bucket connect. |
| Telecom Provider | Logs & reports (mixed) | 5.0 TB | 2.1 TB | 58% smaller | Lower replication & egress bandwidth. |
| Media Studio | Project assets (non-video) | 950 GB | 410 GB | 57% smaller | Pipeline unchanged; faster backups. |
| Enterprise IT | Mixed repositories (PDF/Office/CSV) | 3.1 TB | 1.3 TB | 58% smaller | Deferred capacity upgrade (primary/object tiers). |
Spotlight: Cloud Analytics Repository
An EU data team connected a mixed analytics bucket (Parquet/CSV/PDF exports). Within hours, at-rest compression showed sustained 55–62% reduction, with read-through returning exact originals to downstream jobs. Nightly copy/replication times improved thanks to smaller payloads.
Spotlight: Regulated Document Archive
A financial archive of PDFs and Office documents saw a stable 60–68% reduction. Legal and audit teams validated bit-exact restores using their existing tooling — no workflow changes required.