Licences bought — usage never measured.
The cost: you pay for seats nobody sits in, and nobody can say what the spend returns.
GrowthHUB AI — Enterprise Intelligence
Your team has the AI tools. Now get the results.
A 12-week, process-first adoption programme for Malaysian SMEs and enterprise teams. We baseline the number before anything changes, fix the process before the tool, train your team on real work — and measure again at 30, 60 and 90 days.
Delivered by Kelvirn Wong — HRD Corp Accredited Trainer · Six Sigma Master Black Belt · 26+ years in Fortune 500 operations
80%of employees say AI makes them faster
37%of companies see it in operating profit
The gap is not the tool. It's the adoption.
Source: State of AI in 2026 survey
01 / The Problem
Sound familiar?
Most AI rollouts don't fail loudly. They stall quietly, in one of these four places.
Training attended — behaviour unchanged.
The cost: the team is back on the old workflow by Monday. Attendance is not adoption.
Pilot impressed — never reached production.
The cost: a demo that wowed the room dies quietly, because no process, owner or metric carried it live.
Nobody owns the number.
The cost: with no baseline and no owner, "success" becomes whatever the vendor says it is.
02 / The Programme
How does the Adoption Programme work?
Four phases over twelve weeks. Each phase ends with something you can hold, not a promise.
01
Diagnose — Weeks 1–2
Audit the real workflows. Baseline cost-per-output and cycle time. Inventory every AI tool staff already use, including the unapproved ones.
You getA baseline report you can defend to your CFO.
02
Fix, then fit — Weeks 3–4
Don't automate waste. Simplify and standardise the process, then match tools to it — with guardrails and a PDPA-safe usage policy.
You getA fixed process map + usage policy.
03
Enable — Weeks 5–8
Role-based training on your team's actual work, not generic demos. Leaders adopt first.
You getA trained team + an adoption tracker.
04
Measure & scale — Weeks 9–12
Re-measure against the Week-1 baseline. Saved hours get redeployed to revenue work — or they don't count. Scale what proves out; kill what doesn't.
You getA 90-day measurement report + a scale/kill recommendation.
What you walk away with
A baseline you can defend
Cost-per-output numbers your CFO will accept.
One owner, one number
Every workflow has a name and a metric attached.
A team that uses the tools
Adoption measured in work, not attendance.
A scale/kill decision
Backed by before-and-after data, not opinion.
03 / Who It's For
Built for teams that already bought AI
For
SME owners and enterprise teams of 20–200 staff who already bought AI tools but can't point to the result — especially operations, HR and service teams with approval bottlenecks and manual, repeatable workflows.
Not for
Teams still shopping for their first AI tool, or anyone looking for a one-day tool demo. This programme changes how work is done; it is not a software sale.
04 / Why GrowthHUB AI
Led by an operator, not a theorist
- Kelvirn Wong — Six Sigma Master Black Belt, MBA; 26+ years across Motorola, Flex, DHL, Jabil and Western Digital operations; USD 10M+ improvement value delivered.
- Recent work: KPI-tied AI training-needs analysis for one of Southeast Asia's largest learning & consulting companies.
- Also delivered: a 24/7 health assessment & monitoring platform for one of the region's largest, oldest MLMs.
- Training components are HRD Corp claimable (delivered by an HRD Corp Accredited Trainer).
05 / FAQ
Questions, answered straight
How long does the programme take?
Twelve weeks, in four phases. Most teams feel the first measurable change by the end of Phase 2 (week 4).
How much of my team's time does it need?
One named owner on your side (about 2 hours a week), plus your team's time in Phase 3 training sessions, run on their real workflows.
Do we need to buy new AI tools?
Usually not. The programme starts with what you already pay for; tool changes are recommended only when the fixed process demands them.
Is it HRD Corp claimable?
The training components are delivered by an HRD Corp Accredited Trainer and are claimable under the usual HRD Corp terms.
What does it cost?
It's scoped to your team size and the workflows in play. The free diagnostic call comes first — you get the scope and the price before you commit to anything.
Take it with you
The programme, on two pages.
The whole programme on page one — plus a one-page self-assessment on page two: twelve tick-boxes that show you exactly which phase your rollout is stuck in. Free, no form, no catch.
One short email a month — what I'm seeing in real AI rollouts, plus new resources when they ship.
Email only. Unsubscribe anytime. Handled under Malaysia's PDPA — never sold, never shared.
You're in. First note arrives with the next monthly send.
Start with a diagnostic
Not sure where your rollout is stuck?
Start with a free 30-minute Adoption Diagnostic. We map where it's stuck and name the first number to fix — whether or not we end up working together.
Book your diagnostic
or call / WhatsApp +6019 488 7319