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BLACKLAKE

Case Studies

Work that changed production systems

Each engagement started with a specific constraint—latency, cost, reliability, adoption. These are the measurable outcomes.

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Measured Outcomes

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Methodology

How we document outcomes

Every case study follows the same structure: context, constraint, intervention, measured outcome. No vanity metrics.

01

Constraint-first

We start with the hard limit—latency budget, cost ceiling, compliance requirement. The constraint shapes the solution.

02

Measured outcomes

Every claim has a number. “Faster” becomes “4h → 35min”. “Better” becomes “+8% availability”. No hand-waving.

03

Anonymised context

Client identifiers removed. Industry and system type preserved. Enough to understand the problem, nothing that shouldn't be shared.

Have a similar constraint?

Share your system context and the hard limits you're working within. We'll tell you if we can help—and what a realistic outcome looks like.