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Overview / Frequently asked questions

Singapore · Enterprise AI enablement

In this issue

Questions organisations raise before they commission AI training.

Aiskilljourney trains large organisations to use generative AI tools in everyday work, with defined scope, documented controls and assessed outcomes. Learning and development leads, risk officers and operations directors usually ask the same practical questions before a statement of work is signed. This page records those questions in plain language.

Corporate enablement differs from an open course. We attach teaching to the processes the organisation already runs, to the tools it has already licensed, and to the policies its board has already approved. Participants practise inside that frame. Assessment records whether they can apply the agreed method, not whether they can recite a vendor feature list.

The notes below cover audience, programme design, delivery logistics, governance literacy, data handling, assessment, and how to open an enquiry. If a point is missing, write to hello@AISkillJourney.eu or use the form on contact.php. Enquiries are answered within one business day during Monday to Friday, 09:00–18:00 (SGT).

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Audience and scope

Who we train, and what sits outside the brief

Client meeting
Session with a client team

Who is the training designed for?

Programmes are commissioned by organisations, not by private individuals. Typical sponsors sit in human resources, learning and development, operational excellence, internal audit, risk, or a digital transformation office. Cohorts usually come from operations, customer-facing teams, finance operations, legal operations, procurement, and first-line control functions. Department size commonly ranges from fifty to several thousand people. We teach people who will use approved tools in their existing roles.

We do not train the general public. We do not run weekend workshops for career changers. We do not place consultants inside the client to operate tools on the organisation’s behalf. The product is structured teaching, practice, and a written record of what was taught and assessed.

Do you work only in Singapore?

Aiskilljourney is based at 5 Temasek Boulevard, #23-06, Suntec Tower Five, Singapore 038985. Most classroom delivery takes place in Singapore. Remote and hybrid cohorts are arranged for APAC teams when the client’s security rules allow a video platform and when time zones can be scheduled without splitting a cohort across an unreasonable window. Materials remain in English unless the statement of work records a translation arrangement for handouts. Facilitation is in English.

Must participants already use generative AI?

No prior fluency is required for foundation programmes. We assume professional literacy, access to the organisation’s licensed tools, and a willingness to complete short practice tasks. Advanced programmes for control functions assume that participants already review work produced with those tools, or that they own a policy that governs such work. Discovery interviews establish the starting point before a syllabus is locked.

Programme design

How courses are scoped against real work

Each engagement begins with a written brief. The brief names the roles in scope, the tools the organisation has licensed, the policies that already apply, and the decisions participants are expected to make after the course. We do not import a generic syllabus and relabel it. If a process is out of scope, it stays out of the classroom. That discipline keeps practice hours useful and keeps assessment fair.

Eight role-based programmes are described on programmes.php. Sponsors may commission one course for a single cohort or a sequence that moves from foundation practice to oversight literacy. Sequencing is agreed in the statement of work. A foundation cohort for operations staff is not mixed with a policy workshop for the risk committee. Mixing those rooms weakens both discussions.

Customisation is limited to the organisation’s artefacts: approved prompt patterns, classification rules, escalation paths, and examples drawn from anonymised work. We do not rewrite the client’s policy. We teach people how to read it and how to apply it when a tool produces a draft. Where a policy is silent, we record the gap for the sponsor rather than inventing a rule in the room.

Duration follows the brief. A focused course for a single role is commonly one full day or two half-days. A programme that includes discovery, design, several cohorts, assessment, and a close-out pack typically occupies six to twelve weeks of calendar time, with facilitation days concentrated in the middle of that window. The calendar is published to the sponsor before invitations are sent.

Training is educational. Course content does not constitute legal or regulatory advice, and participants remain responsible for following their organisation’s approved procedures.

Tools in the room

Practice uses the organisation’s licensed applications. We do not require participants to create personal accounts on consumer services. If a tool is not yet approved, the exercise is rewritten around a sandbox the client provides, or it is taught as a paper walkthrough until approval exists.

Languages and materials

Facilitation and assessments are in English. Slide decks, checklists and scoring sheets are supplied as files the client may host internally. Printing, if required, is arranged by the organisation. We do not leave uncontrolled copies on shared drives we do not own.

Accessibility

Room layout, captioning on video sessions, and extra time on written tasks are arranged when the sponsor notifies us in the brief. We follow the access arrangements the organisation already uses for internal training.

Delivery

How an engagement actually runs

What happens after we send an enquiry?

A member of the delivery office replies within one business day during stated hours. The reply proposes a short briefing call, lists the documents that help us prepare (current acceptable-use policy, tool inventory, cohort profile), and names the next available design window. No programme is scheduled until a statement of work is signed and a cohort list is confirmed by the sponsor.

Where are sessions held?

Classroom days take place on the client’s floor, in a hired room in the central business district, or by the video platform the organisation already licences. Hybrid rooms are used only when the sponsor accepts that remote participants will work from the same materials and the same assessment rules. We do not run drop-in clinics on our own premises as a substitute for a booked cohort.

How large is a cohort?

Facilitated practice works best between twelve and twenty-four people when the session includes live drafting. Briefings for control functions may be smaller. Town-hall style overviews for a wider audience are possible as a separate format; they are not assessed in the same way as a role-based course. The statement of work records the cap so that rooms are not overfilled on the day.

Can we record the session?

Recording is a client decision and a client risk. If recording is permitted, the organisation supplies the platform, the notice to participants, and the retention rule. Aiskilljourney does not publish recordings and does not keep a copy after the agreed handover, unless the statement of work requires an archive held under the client’s instruction.

Applied practice
Applied practice
  1. Discover. Interviews and document review fix scope, tools, and the decisions participants must be able to make.
  2. Design. The syllabus, practice tasks, and scoring sheet are written against the client’s artefacts and circulated for sponsor comment.
  3. Deliver. Facilitated sessions run to the published timetable, with attendance captured by the organisation.
  4. Assess. Participants complete the agreed tasks. Scores and observations are returned to the sponsor in the format named in the brief.
  5. Close. A written pack records what was taught, what was assessed, and which policy questions remain for the organisation to own.

A fuller account of roles, rooms and timetable logic sits on delivery.php.

Governance and information

Policy literacy, confidentiality and personal data

Related reading · 2026

Is this a compliance certification?

No. Completing a course records that a named person attended and, where assessment is in scope, that they met the scoring standard written for that syllabus. It does not licence the organisation to deploy a system, and it does not replace internal audit, model risk review, or legal sign-off. Governance literacy is taught so that staff can recognise when a task needs escalation. The escalation path is the client’s.

What do you do with confidential information?

Discovery documents, cohort lists and work examples are handled under a confidentiality undertaking. We ask sponsors to strip unnecessary personal data before sharing files. Exercises prefer anonymised or synthetic cases. Where a live system is used, access is granted by the client to the participants, not harvested by Aiskilljourney. After close-out, we retain only the contract file and the materials the statement of work says we may keep for quality review, for the period named in that document.

Which privacy notices apply?

The site notice is on privacy.php. Cookie use is described on cookies.php. Contractual processing for a named engagement is documented in the agreement, not in the website copy. Enquiries sent through the public form are used to reply to the sender and to schedule a briefing. They are not used to build a marketing profile of the organisation’s staff.

Do you train on unapproved tools?

We teach inside the inventory the sponsor confirms. If a participant asks about a consumer service that is blocked, we treat that as a policy question and point to the organisation’s acceptable-use rule. We do not demonstrate a blocked service in order to satisfy curiosity. That choice protects both the cohort and the control environment.

Policy design, oversight literacy and the limits of classroom teaching are set out on governance.php.

Assessment

What we measure, and what we return to the sponsor

Course materials
Course materials

Sponsors receive a record they can file. Attendance is captured. Where assessment is in the brief, participants complete tasks that resemble the work they will be asked to do. Scoring follows a sheet agreed before the room opens, so that results can be compared across cohorts without improvisation on the day.

Do participants receive a certificate?

A completion record can be issued in the organisation’s name or as a joint statement of attendance, as the sponsor prefers. It names the syllabus version, the date, and the assessment standard if one applied. It is not a professional licence and should not be presented as one. The sponsor decides whether the record is stored in the learning system.

Will you publish our results?

No. We do not publish client names, scores, or case studies on this site. Sector pages describe the kinds of work we teach, without attributing a programme to a named organisation. If a sponsor later wishes to speak publicly, that is their communication, issued under their own approval process.

How soon are results available?

Attendance lists are available at the end of the session. Assessed tasks that can be marked in the room are returned the same day or the next business day. Tasks that need a second reader follow the timetable in the statement of work, usually within five business days. The close-out pack follows the last cohort.

Method, artefacts and the difference between attendance and competence are described on evidence.php.

Commissioning

Fees, changes and what to send with an enquiry

Fees are quoted against a named scope: number of cohorts, facilitation days, design hours, and the assessment format. We do not publish a rate card on the website because rooms, security constraints and the volume of custom artefacts change the work. A written quotation follows the briefing call. Commercial terms sit in the agreement; website copy is not an offer.

Cancellation and postponement rules are stated in the agreement. As a working guide, moving a date after materials have been locked usually requires a redesign window. Reducing a cohort below the agreed minimum may change the facilitation plan. Expanding a cohort on the morning of the session is rarely possible because rooms, licences and scoring capacity are fixed in advance.

Useful attachments for a first enquiry include the current acceptable-use or generative AI policy, a short description of the roles in scope, the licensed tools those roles may use, the preferred window in the calendar, and any constraint on recording or on taking examples out of the building. If those documents cannot leave the organisation, say so. The briefing can be held under the client’s meeting rules.

Aiskilljourney was established in 2026. We do not claim a longer corporate history. Site terms are on terms.php. Sector context for banks, public bodies, professional services and operators is on sectors.php. Short notes for sponsors are collected on briefings.php.

Hours

Monday to Friday, 09:00–18:00 (SGT). Enquiries sent outside those hours are answered on the next business day.

Next step

If the answers above still leave a gap

Write with the roles you wish to train, the tools already licensed, and the window you have in mind. We will tell you whether a standard programme fits or whether the brief needs a design phase first. The reply will be specific enough to take to a steering group.

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