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Project · SGDataInt GroupUpdated 17 Sept 2026

Selected work

Platform EngineeringIn progress

SGDataInt Group

Turn bespoke, one-off digital delivery into a governed operating platform: one shared foundation on which many tenants, brands and business units run independently, with common administration, data boundaries and controlled provider access.

Updated 17 Sept 2026 · Published 13 Sept 2026

Platform EngineeringData & IntelligenceAI Governance
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Platform Engineering

SGDataInt Group

Next.js App RouterReactTypeScript

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Field notes

Practical tips from the work

Start with the decision

Name the decision someone needs to make before choosing the metric, model or dashboard that supports it.

Make the boundary visible

A useful AI workflow explains what it can do, where a person reviews the result, and what happens when confidence is low.

Show the cost of a choice

A credible case study records the trade-off and maintenance burden alongside the benefit.