HRD Corp claimable course · Training Programme No. 10001756559

AI Usage Standards, Data Controls and Team Rollout

Participants build the governance layer most teams are missing: a written AI usage rule-set, verification standards for AI-produced work by task type, a frequency-risk-value classification of the team’s recurring work, and a 90-day rollout plan with measurable checkpoints at 30, 60 and 90 days.

At a glance
Registered title
AI Usage Standards, Data Controls and Team Rollout
Training Programme No.
10001756559
Course type
Focus Area · Industry 4.0
Duration
7 hours: one full day, or two half-days
Delivery
In-house at your premises anywhere in Malaysia, or live online, instructor-led
Language
Materials in English, as registered. Sessions in English and Malay, in the mix the group is comfortable with
Group size
Teams of 5 or more from one company
Format
Hands-on throughout; participants bring laptops and work on their own live tasks
Who it is for

Managers, team leads and business owners responsible for how AI is used across a team, together with heads of department and process owners who answer for the output.

Prerequisites. Supervisory responsibility for a team or function, and prior hands-on exposure to at least one generative AI tool. Not suitable as a first exposure to AI.

Module outline · 7 hours

What the day covers

01

Data Confidentiality and Input Rules

What may and may not enter an AI tool; drafting the organisational rule-set against the team’s real work.

1.5 h
02

Verification and Usage Standards for Teams

Standards for AI-produced work by task type; sign-off rules; who checks what before it leaves the team.

1.5 h
03

Task-Risk Classification Across a Team

Frequency-risk-value scoring applied at team level; which tasks are approved for AI use and which are not.

1.5 h
04

Rollout Planning

Sequencing adoption over 90 days; 30/60/90-day checkpoints. Skills-demonstration assessment.

1.5 h
05

Measuring Adoption and Reporting

Adoption metrics; the employer-report method; sustaining the standards. Post-assessment administered.

1.0 h
What participants leave with
  • A written organisational AI usage rule-set
  • A frequency-risk-value classification of the team’s recurring tasks
  • Verification and usage standards covering at least five task types
  • A 90-day rollout plan with checkpoints at 30, 60 and 90 days

Each participant is placed on the Technicity AI Tool Proficiency Rubric before and after the course, and the employer receives a per-participant report.

Built by the trainer

What the trainer built with this method

P5

Agent Self-Review

The agent security review Technicity sells, run read-only against Technicity’s own systems: nineteen findings, a risk classification, and the delivery checklist the paid review now ships against.

Proves the standards programme: what may and may not reach a tool, classified by risk, with a delivery checklist.

Read the build

Questions HR teams ask

Standards: the questions we are asked before a quotation

Is AI Usage Standards, Data Controls and Team Rollout HRD Corp claimable?

Yes. AI Usage Standards, Data Controls and Team Rollout is an HRD Corp claimable course registered to Technicity Sdn Bhd (Malaysian company registration 202301006728) under Training Programme No. 10001756559. Levy-registered Malaysian employers claim it through eTRiS under the HRD Corp Claimable Courses scheme, which HRD Corp’s registration receipt names as SBL-Khas.

How long is AI Usage Standards, Data Controls and Team Rollout, and can it run online?

AI Usage Standards, Data Controls and Team Rollout runs 7 hours: one full day, or two half-days. Technicity Sdn Bhd delivers it in-house at the employer’s premises anywhere in Malaysia, or as live instructor-led online training, for teams of five or more from one company. Materials and documents are in English, as registered with HRD Corp; sessions run in whatever mix the group is comfortable with, English and Malay.

Who should attend Standards, and what do participants leave with?

Managers, team leads and business owners responsible for how AI is used across a team, together with heads of department and process owners who answer for the output. Supervisory responsibility for a team or function, and prior hands-on exposure to at least one generative AI tool. Not suitable as a first exposure to AI. Participants leave with a written organisational AI usage rule-set, plus a 90-day rollout plan with checkpoints at 30, 60 and 90 days, all produced during the session from their own live work.

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