Thousands of Sites, One Pipeline
22 minutes
Why operations and analytics report different sales for the same store-day, and how a medallion pipeline brings a multi-site network to one …
Insights
Blog
Insights and opinion from the Sakura Sky team.
The Loyalty Backend Is a Data Engineering Problem
10 minutes
Loyalty points are a balance-sheet liability as well as a marketing tool. Following one point through enrolment, earning, accrual, …
Patient Data Across Boundaries
13 minutes
Which privacy rules govern a multi-country trial's data depends on where each participant enrolled, what they agreed to, and who holds each …
Your Lab Notebook Is a Data Product
8 minutes
When a licensing partner's diligence team asks for the data behind a preclinical programme, many research organisations find the evidence …
Chain of Custody for Trial Data
9 minutes
One revised LDL-C result shows where custody of clinical trial data breaks: at the handovers between laboratory, CRO, and sponsor. What 21 …
Legacy Modernisation That Meets the Audit Bar
11 minutes
A modernised government system can work perfectly and still leave its auditors short of evidence, because the history the old system kept …
API Governance Done Properly
14 minutes
Follow one eligibility API through a public sector programme twice: first governed by a review board and a spreadsheet, then by the platform …
Sovereign Cloud Is an Architecture, Not a Procurement
11 minutes
A sovereign cloud contract usually covers the platform, while keys, identity, data rules, telemetry, and testable contract terms decide …
Audience Telemetry as a Strategic Asset
9 minutes
Most broadcasters and streamers already collect real-time audience signals, but on the streaming side those signals are usually split …
The CTO Playbook for Agentic Systems
6 minutes
A 71-page operating manual for engineering leaders whose software has started to reason, decide, and write the software that carries out …
A 150B MoE on a Developer Laptop: An Upper Bound on What Faster Storage Buys You
18 minutes
A 150-billion-parameter mixture-of-experts model streamed from NVMe on an ordinary developer laptop with no usable GPU. Across a 200-token …
Tollgate v0.2.3: What Long-Context Pricing Does to a Spend Cap
11 minutes
Some models bill the whole request at a higher rate above a size threshold. What that does to a spend cap, and what changed in Tollgate …