Engagements

Case Studies

Anonymized summaries of client engagements: what was needed, what we built, and what changed. Each case study is paired with the method used.

How to read these

We publish our work in two forms. The use-case library below documents systems we run in our own multi-entity family business, written as anonymised patterns: the shape of the problem, what was built, and what it required. These are live now. Named client case studies are published separately, and only after the client has approved the anonymised version — the first of those are noted at the foot of this page.

Every published item is anonymised. What we keep is the part that transfers to another business; what we remove is anything that identifies a client or that no reader outside the engagement should see. We do not publish invented clients or invented numbers.

Published Work · Anonymised Patterns

Systems we run, documented as patterns

Each links to a full write-up. All are systems in daily use inside our own companies, published as transferable patterns rather than named accounts.

Company Knowledge Systems

The AI-native data refinery

Every work item becomes preserved, classified, verified, machine-readable evidence. The document is the source of truth; humans supervise, bounded AI does the work.

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Company Knowledge Systems

Institutional memory and registries

People, policies, projects, decisions, and precedents held as owned, dated, linked entries — so the answer is found, not remembered, and survives staff turnover.

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Executive Office

Voice notes to structured action plans

A raw, multi-topic voice note becomes routed, structured output — actions with named owners, in the format each recipient needs.

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Executive Office

Daily multi-entity morning briefing

One morning brief covering deadlines, decisions waiting, and the cross-entity signals no single inbox or tracker shows.

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Email & Approval Visibility

Email triage and approval visibility

Inbound mail read, classified by what it needs, and routed — with a surface showing what is waiting, what is approved, and who is waiting on whom. Replies drafted, never sent.

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Operations, Finance & Leadership

Document-request response pipeline

A large structured information request — due diligence, audit, tender — turned into tracked items, each answered only from the canonical source, with gaps flagged rather than guessed.

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Operations & Leadership

Autonomous agent coordination

Entity briefings, cross-entity signals, and overnight work products produced on a fixed daily schedule — agents produce, the operator approves and acts.

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See the full use-case library, organised by business function, or the methodology library for the practices behind the work.

Named Client Studies

Published with client approval

These are prepared with the client and published only after they approve the anonymised version.

In preparation

Discovery to proposal in one session

A founder-led Thai garden retail SME. A three-hour discovery meeting, a twenty-minute demo of one workflow, and a proposal drafted the same day. The full study is pending the client's approval of the anonymised version.

Pending client approval
In preparation

Further engagements

Additional studies from active engagements are being prepared, each paired with the methodology it demonstrates. Anonymisation is approved per engagement before publication.

In preparation

Case studies are published only with client approval.

Each anonymized case study is approved by the client before publication. Until then, the methodology library describes our work.

Discuss your situation with us

Engagements begin with a conversation.

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