Practice
A small number of rules we keep on every engagement. They exist so you always know what you are buying, who we will speak with, and when we will tell you to wait.
A working session, not a product tour
Principles
These are working habits rather than slogans. If we cannot keep one of them on a given brief, we will decline the work.
Singaporeaitools is paid only by the client. We do not resell software and we do not take commission from vendors. If a tool you already pay for is a poor fit, the findings note will say so. If building is worse than buying, we will say that too. The fee is for judgement, and judgement is weaker when a catalogue sits behind the recommendation.
Verbal reassurance fades in the next meeting. We put conclusions on the page, with the assumptions underneath them. You can forward the note without us in the room. If we are unsure, the note says we are unsure, including where qualified counsel must speak before anyone acts.
A steering group can sponsor the engagement. The interviews still have to include the people who will live with the assistant on a Tuesday. If those people cannot be spared, we pause. A design that only exists in a workshop pack will not survive first contact with the inbox.
Some processes are too rare, too unstable, or too costly to get wrong. Some document stores are not ready to search. Some organisations have nobody to own a live system. Telling you to wait is part of the work. It is cheaper than a quarter spent on a demonstration that nobody can operate.
Opening
Thirty to forty-five minutes, without charge. You should leave with a clearer picture of the decision in front of you, even if you never hire us.
We will ask what changed so that AI is on the agenda now. Typical answers include a board request, a cluster of subscriptions, a demo that failed on real files, or a question from counsel about data leaving the building. We will ask who feels the friction today, what a useful next quarter would look like, and what you have already tried. We will also ask what you do not want: production code from us, a legal opinion, or a guaranteed saving.
You receive a short written recap. It names the kind of engagement that might help, or it names the reason we would wait. There is no obligation attached. If the work needs a lawyer, a security team, or a delivery partner, the recap will say so in ordinary language. Established in Singapore in 2026, we keep this first call deliberately small so it can happen within a working week.
Rhythm
During fieldwork you receive a weekly note. It is short on purpose: what we learned, what we still need, and any risk that has appeared. We use one channel agreed in the scoping note, usually email, so the trail is easy to file. Chat sprawl across three tools is how decisions get lost.
Decisions that change scope, fee, or the handling of sample data are signed by the sponsor named in the note. We will not take a material change from a side conversation. If an interview reveals that the organisation is larger or the documents more sensitive than scoped, we pause and send an amendment. You always know what the current piece of work is.
Care of material
We sign a non-disclosure agreement on request before samples move. We prefer documents with personal data removed. Where a sample must include personal data under the Personal Data Protection Act (PDPA), the scoping note states how it will be stored, who may see it, and when it will be deleted. We take the smallest sample that still lets us see the real work. We do not load your files into a public chatbot to “see what happens”.
Working copies are deleted at close-out unless you ask us in writing to retain a defined set. The findings note is written so that it does not need to quote sensitive passages. If a quotation is required to make a point, we agree it with you before the note is issued.
Fit
The practice is built for mid-sized organisations, roughly fifty to five hundred people, in Singapore and nearby markets. Leadership is still close enough to change a process. The organisation is large enough that an ungoverned tool will spread. We work with operations, technology, finance, and privacy contacts together, because a single function rarely holds the whole picture.
We decline requests to write production software, to impersonate legal counsel, to resell a licence, or to put a savings percentage on a page before anyone has measured the work. We also decline when there is no named sponsor, when interviews cannot be scheduled, or when the brief is to bless a purchase that has already been made. In those cases we will still offer the free conversation so you can leave with a clearer next step, even if that step is with someone else.
Begin
Three steps. Write to us or call during office hours. We have a first conversation of thirty to forty-five minutes. If a piece of work would help, you receive a scoping note with fee, questions, and dates. Fieldwork starts only after that note is signed.
Send a few sentences about the decision in front of you. Name, work email, and organisation are enough to start. We reply within one working day, Monday to Friday.
A conversation. We listen for the process, the files, and the owner. You receive a written recap whether or not you continue.
A scoping note. You amend it until it matches the work. Then interviews, a findings pack, and a session to decide what happens next.