Use Cases

Use Cases

We run these systems inside a multi-entity family business every day. Each published case follows the same shape: what was built, what changed, and what it required — the P1 method in production: a single source of truth, with focused systems and AI built on top of it.

By Function

Six business functions

The library is organized by business function. Explore the live use-case library below.

Executive intake and briefing work — a hands-on AI working session on laptops 01 · Executive Office

Intake, briefings, and the founder's working memory

Voice brain dump → structured action plan
Daily multi-entity morning briefing
Founder communications pipeline

Rebuilding a single source of truth — an advisory working session over the records 02 · Source-of-Truth Reconstruction

A single source of truth

AI-native data refinery — evidence as source of truth
Institutional memory / second brain How a business rebuilds a single, current version of the truth from scattered files, threads, and heads.

Making approvals and requests visible — a working discussion group at a Sasin event 03 · Email & Approval Visibility

Intake, triage, and approval-state surfaces

Email triage and approval visibility
Where requests stand, who is waiting on whom, and what has actually been approved — visible at a glance instead of buried in threads.

Company knowledge architecture — Michael Ananpasin leading an applied-AI classroom session 04 · Company Knowledge Systems

Knowledge architecture and registries

Institutional memory and registries
People, policies, projects, and precedents — structured so the answer is found, not remembered.

Content drawn from operating knowledge — professionals exchanging ideas at a Sasin networking session 05 · Sales & Marketing Content

Content pipeline from operating knowledge

Publishable material mined from what the business already knows and does — not invented by a copywriter from the outside. Cases in preparation.

Operations and leadership coordination — a hands-on AI training session, a team working on laptops 06 · Operations, Finance & Leadership

Coordination and document pipelines

Autonomous agent coordination
Document-request response pipeline
Federated cash visibility

The Practice Behind the Cases

Methodology

A facilitated training session — Michael Ananpasin teaching an applied AI class, the discipline of listening Methodology · 01

A working demo before any proposal

The demo is not a pitch. It is evidence that we understood how the business works. Most of the effort goes into understanding the business, not into building the tool.

Read the practice →
The growing library of practices and cases — a full P1 Thailand facilitation workshop cohort Library

More practices and case studies

The methodology library and case studies grow as new engagements publish.

Every case is anonymised before it publishes

Every case is anonymized before it publishes. What remains is the part that transfers: the shape of the problem, the system that answered it, and what it took to run.

See a system that fits your situation

Start with a conversation about what you need to solve.

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