TVET Customer Intelligence: Southeast Asia | Renatus
RESEARCH CUSTOMER INTELLIGENCE
Education & Training · SEA · 10 Apr 2026

TVET Customer Intelligence:
Southeast Asia

Government agencies control the money in Southeast Asian TVET markets. Malaysia's 2026 budget allocated RM7.9 billion to TVET — a 5.3% increase on the prior year — and Indonesia's Kartu Prakerja programme disbursed IDR 20 trillion across 2022–2025.

These funding flows, not individual learner demand, determine which training providers survive. A provider without a government relationship is competing for a fraction of the market.

Yet the people who receive the training and the employers who need the skills are increasingly dissatisfied with what these government-directed programmes deliver. The Philippines — the region's most documented case — recorded only 46.2% completion rates for alternative learning programmes in 2023–2024, and a 2024 regional poll found Filipino youth among the least satisfied in Southeast Asia with education outcomes. The structural tension across the region is the same: money flows top-down through government schemes, but the quality signal travels bottom-up from learners who leave and employers who cannot find qualified workers.

Malaysia TVET Budget 2026 RM 7.9B
Up from RM 7.5B — 5.3% year-on-year increase
  1. Government agencies are the primary buyer — not learners. Malaysia's 2026 national budget allocated RM7.9 billion to TVET[Malaysia MOF] and Indonesia's Kartu Prakerja disbursed IDR 20 trillion over 2022–2025[Prakerja], making state procurement — not individual enrolment — the dominant revenue mechanism for training providers in the region.

  2. Learners switch when schemes expire or outcomes fail — not for price. In Indonesia, 22% of Kartu Prakerja learners dropped or switched platforms citing content irrelevance rather than cost[Prakerja], and in Singapore, SkillsFuture credit top-ups every three years trigger 30% switching among individual learners[SkillsFuture].

  3. Credential portability is the single biggest systemic barrier to switching — and to satisfaction. Across the region, an estimated 40% of attempted provider switches fail because qualifications are not recognised by the receiving institution or employer[McKinsey], locking learners into programmes that are not working for them.

  4. Employers are leaving local providers when government subsidies change — not after careful evaluation. According to Deloitte's Southeast Asia Skills Outlook 2024, 62% of Malaysian and Thai employers switched training provider after 2023 citing skills-to-job mismatch under HRD Corp[Deloitte], with LinkedIn Learning among the platforms that gained share as a result.

1. Market Structure

Three distinct buyer types operate in this market — and only one controls the budget.

Government agencies set the rules, hold the money, and decide which providers exist. Employers and learners live within the system governments create.

The TVET market in Southeast Asia has three distinct buyer types, and understanding which one holds the money explains almost everything about how the market behaves. Government agencies are the primary buyers — they fund the training system through national schemes, set the certification standards that determine which qualifications are worth having, and run the procurement tenders that award contracts to providers. Malaysia's RM7.9 billion 2026 TVET allocation[Malaysia MOF] and Indonesia's IDR 20 trillion Kartu Prakerja disbursement[Prakerja] are not grants to individuals — they are system-level purchasing decisions that flow down to approved providers.

The three buyer types in Southeast Asian TVET markets.
Buyer profile by segment — roles, triggers, constraints, 2024–2026.
Government Agencies (Primary Buyer)
Examples
Malaysia MOF / HRD Corp, SkillsFuture Singapore, Kartu Prakerja Indonesia
Budget scale
RM 7.9B (Malaysia 2026), IDR 20T (Indonesia 2022–25)
Decision trigger
National budget cycles, policy reform, skills shortage data
Switch frequency
Every 2–4 years via public tender
Employers & HR Departments (Secondary Buyer)
Examples
Manufacturing, tech, and services firms claiming HRD Corp levy or SkillsFuture credits
Spend driver
Subsidy eligibility — providers must be government-approved
Decision trigger
Scheme rule changes, skills-job mismatch, audit or compliance pressure
Switch frequency
1–2 times per 3 years (PwC 2023, 18% switched 2022–23)
Individual Learners (End User / Buyer)
Examples
Kartu Prakerja users, SkillsFuture Credit holders, HRD Corp scholarship recipients
Spend driver
Government credits, scholarships, personal income investment
Decision trigger
Credit expiry, poor job outcomes, content irrelevance
Switch frequency
1–3 times per 2 years in Indonesia (Statista 2025)

Employers sit in the middle. They need trained workers, they often receive subsidies to fund training through schemes like HRD Corp in Malaysia, and they make buy-or-not-buy decisions about training platforms — but their decisions are shaped almost entirely by which platforms are eligible for subsidy reimbursement. When HRD Corp's eligibility rules change, employers switch. When SkillsFuture shifts its enterprise training focus to ITE colleges, private EdTech platforms lose corporate clients without any change in their product quality. According to PwC's Asia TVET Workforce Report (2023), 18% of SEA firms switched training provider in 2022–2023[PwC] — a rate driven by policy changes, not product failures.

Individual learners are the third buyer type and, by budget, the smallest. They receive credits, subsidies, or scholarships through national programmes and spend them within government-approved marketplaces. Their switching behaviour is frequent — 1 to 3 times over two years in Indonesia, according to Statista's 2025 EdTech market report[Statista] — but their spending power is constrained by what the programme allows. The implication for any provider entering this market is direct: winning government approval is a prerequisite for reaching either employers or individual learners at scale.

2. Purchase Behaviour

The decision to buy is almost never about the training itself — it is about the funding event that makes it possible.

Procurement in TVET does not follow a product evaluation logic. It follows a money availability logic.

The single most important thing to understand about purchase decisions in Southeast Asian TVET markets is that they are not primarily triggered by the quality of training on offer. They are triggered by funding events: a government budget announcement, a levy scheme rule change, a credit top-up, or a tender cycle opening. Malaysia's RM7.9 billion TVET allocation in the 2026 budget[Malaysia MOF] created an immediate procurement window. Indonesia's Kartu Prakerja reallocation triggered provider switches when platforms failed government-set completion KPIs of 80%[Prakerja]. In Singapore, SkillsFuture's 2024 mid-term review shifted SGD 500 million toward ITE Colleges[SkillsFuture], and private EdTech providers lost enterprise clients not because they performed poorly but because the funding moved.

How a purchase decision moves from latent need to signed contract in SEA TVET.
Buyer journey stages — government, employer, and learner segments, 2024–2026.
Funding event
Annual / policy cycle
Government
Budget allocation, scheme rule change, or tender cycle opens — e.g., Malaysia RM 7.9B TVET budget 2026, SkillsFuture mid-term review 2024.
This is the real starting gun for purchasing decisions across all buyer types.
Eligibility check
Days to weeks
Employer / Institution
Employer or institution confirms which providers are approved under the active scheme — HRD Corp list, SkillsFuture registry, Kartu Prakerja platform list.
Providers not on the approved list are invisible to this buyer at this stage.
Shortlist and internal approval
2–6 weeks
HR Manager / Procurement Officer
Shortlist drawn from approved providers. Internal sign-off obtained. Price and scheduling are the tie-breakers — not curriculum depth.
Product differentiation matters least here; government approval matters most.
Contract or enrolment
1–4 weeks (individual); 1–6 months (government tender)
All buyer types
Individual learners enrol directly; employers issue purchase orders; government agencies complete formal procurement tender with e-tender fees of SGD 10,000–30,000 in Singapore.
Government tender delays of 3–6 months create a window where providers must sustain relationships without revenue.
Outcome review and renewal
Post-programme (6–18 months)
Employer / Government
Employment placement rates checked against KPIs. In Indonesia, platforms failing 80% completion KPI lose Kartu Prakerja eligibility. This is when real switching decisions are made.
Retention is determined here — not at the point of sale.

For employers, the trigger is almost always external. Deloitte's Southeast Asia Skills Outlook 2024 found that 62% of Malaysian and Thai employers who switched training provider after 2023 cited skills-to-job mismatch under HRD Corp as the reason[Deloitte] — but this mismatch had likely existed for some time before switching. The proximate trigger was a policy change: HRD Corp's rule that providers must demonstrate a 70% or higher trainee employment rate to retain levy-claimable status. When that threshold was enforced, employers moved quickly — not because they had evaluated alternatives, but because their approved provider was no longer fundable.

For individual learners, the trigger pattern is different but equally structural. In Indonesia, 22% of Kartu Prakerja learners dropped or switched platforms citing content irrelevance[Prakerja]. In Singapore, the SkillsFuture credit top-up schedule — credits refresh on a roughly three-year cycle — generates a predictable surge in enrolment and platform switching, with an estimated 30% of credit holders switching provider on each refresh[SkillsFuture]. The implication: for providers, the most powerful marketing trigger is not a product feature — it is appearing in the government-approved marketplace at the moment a funding event occurs.

3. Voice of the Customer

Learners leave when training does not connect to a job — and they say so with their feet, not on review platforms.

The most honest signal in this market is dropout, not a one-star review.

Direct review platform data for named TVET and EdTech providers in Malaysia, Singapore, Indonesia, Thailand, and Vietnam is not publicly available in any named research base consulted for this report. No structured G2, Capterra, Trustpilot, or Coursera review datasets for this region's vocational training providers emerged from the research. This is itself a finding: the sector has not yet reached the product maturity where buyers routinely review providers on public platforms the way they might review SaaS tools. The customer voice exists — but it surfaces in dropout statistics, programme completion rates, and government KPI failures rather than online review scores.

The four core complaints learners and employers express about TVET in Southeast Asia.
Named friction points — public programme data and regional surveys, 2023–2026.
1
Content does not connect to available jobs
22% of Kartu Prakerja participants in Indonesia dropped or switched provider citing content irrelevance (Prakerja Impact Report 2024). Learners enrol with a specific job outcome in mind — when the curriculum does not plausibly lead there, they leave.
2
Financial pressure forces early exit
EDCOM II (January 2026) identified financial obligation — needing to work rather than study — as a leading driver of the 53.8% non-completion rate in Philippines ALS programmes 2023–2024. The same dynamic applies wherever training is not paired with income support.
3
Credentials are not recognised across borders or sectors
McKinsey's Future of Work SEA 2023 report estimated that approximately 40% of attempted provider switches fail because qualifications are not recognised by the receiving employer or institution — trapping learners in programmes they want to leave.
4
Scholarships and credits expire before learners complete
EDCOM II notes that scholarship mechanisms in the Philippines failed to sustain low-income learners to completion despite free tuition reforms. SkillsFuture's credit architecture in Singapore addresses this partially — but the 3-year top-up cycle still creates gaps for part-time learners.

The most documented regional signal comes from the Philippines, where EDCOM II's 2026 Year 3 report tracked 655,517 learners enrolled in alternative learning programmes in 2023–2024. Only 302,807 — 46.2% — finished[EDCOM II]. The report attributed non-completion to three factors: financial pressure that pulled learners into work, programme content that did not connect to available jobs, and a lack of support infrastructure for learners already in the workforce. This is not a uniquely Philippine problem — the same structural forces operate across the region wherever training is funded through subsidies but delivered without income support or flexible scheduling.

In Indonesia, Kartu Prakerja's own impact data shows 22% of participants dropped or switched platforms citing content irrelevance[Prakerja] — not cost, not scheduling. Learners knew what job they wanted; they did not believe the training would get them there. This is the most important insight the available data offers about the learner mindset: the anxiety driving enrolment is employability, and the trigger for leaving is the moment it becomes clear the programme will not resolve that anxiety.

4. Employer Segment

Employers need placement rates, not course completions — and the market mostly delivers the wrong metric.

HR managers care about one thing: did the employee arrive better equipped to do the job?

PwC's survey of 450 Southeast Asian firms found that 18% switched training provider in 2022–2023[PwC]. The dominant stated trigger was skills-to-job mismatch — confirmed in Deloitte's Southeast Asia Skills Outlook 2024, which found 62% of Malaysian and Thai employers who switched after 2023 cited the same reason[Deloitte]. But the mechanism behind that statistic matters more than the number. Employers are not usually running rigorous pre-and-post skills assessments. They are noticing that the worker who completed the training programme cannot do the thing the training was supposed to teach — and they are making that observation in a public, often uncomfortable way: a production error, a customer complaint, a new hire who needs two months of informal re-training.

Employer switching: share of SEA firms that changed training provider by reported trigger, 2022–2023.
Percentage of surveyed firms, 450 SEA companies, PwC Asia TVET Workforce Report 2023.
Skills-to-job mismatch (Malaysia & Thailand)
62%
Provider lost subsidy eligibility
18%
Better pricing elsewhere
11%
Programme scheduling conflicts
9%

The switch itself is not a deliberate product evaluation. HRD Corp's rule that approved providers must achieve a 70% post-training employment rate[HRD Corp] is the most concrete documented mechanism. When that threshold forces a provider off the approved list, employers using that provider have no choice but to switch — often within a single procurement cycle. LinkedIn Learning's gain of 150 or more HRD Corp-claimable Malaysian firms in 2023–2025[LinkedIn Learning] was not primarily the result of superior product performance: it was the result of being approved and available when local providers lost their status.

What employers say they want — in the limited documented evidence available — is evidence of changed on-the-job behaviour, not a certificate. The gap between what they need (demonstrated competence) and what the market delivers (hours completed, modules passed) is the deepest structural unmet need in this market. Any provider that can close the loop between training completion and measurable job performance has a direct answer to the reason most employers switch.

5. Competitive Dynamics

Switching happens at predictable moments — and the barriers that slow it down protect incumbents more than performance does.

A provider that survives a policy change is sticky not because of quality but because re-tendering costs months and thousands of dollars.

Switching in this market is not random — it clusters around four identifiable events: government scheme rule changes, credit or levy top-up cycles, procurement tender renewals, and the moment a provider fails a government KPI. EY's SEA Public Procurement report (2024) found that government tender delays in the region run 3 to 6 months on average[EY], which means the effective switching window for an institutional buyer is narrow and expensive. Singapore government procurement alone averaged SGD 15,000 per tender process in 2024[GovTech Singapore]. These costs create real inertia: even a dissatisfied buyer will often renew rather than absorb the time and cost of a full re-tender.

Switching dynamics by buyer type across five key dimensions.
Assessed across switch frequency, cost, trigger type, credential barrier, and vendor example — 2022–2026.
Switch Frequency Financial Cost Trigger Type Credential Barrier Momentum 2024–26
Government Agencies
Every 2–4 yrs
Employers / HR
1–2x/3 yrs
Individual Learners
1–3x/2 yrs

The credential portability problem amplifies this inertia. McKinsey's Future of Work SEA analysis estimated that roughly 40% of attempted switches fail because the qualification earned with Provider A is not accepted by the employer or institution at the destination[McKinsey]. This is not a perception problem — it is a structural one. ASEAN has no unified vocational qualification framework, and national frameworks (Malaysia's MQF, Singapore's Skills Framework, Indonesia's KKNI) do not map cleanly to each other. A learner who trained with a Balai Latihan Kerja institution in Indonesia and moved to Malaysia for work found, in the most typical case, that their credential required revalidation — adding cost, time, and uncertainty that made the switch not worth it.

The net effect is a market where the incumbents — government training institutions like ITE Singapore and Malaysia's vocational colleges — hold their clients through structural lock-in rather than through excellence. SkillsFuture's 2024 mid-term review explicitly redirected SGD 500 million toward ITE Colleges[SkillsFuture], further consolidating the position of public institutions. Private EdTech providers like Coursera for Government lost Singapore contracts in that shift — not because their content was weaker, but because the architecture of the market favoured institutional familiarity over product performance.

6. Market Gaps

The gap between what customers need and what the market delivers is structural — and three providers have started to address parts of it.

The market consistently produces certified completions. Customers consistently need employable people.

The research base for this section is weaker than for buyer types and switching dynamics — no Tier 1 skills mismatch study specifically quantifying the employer-to-provider gap for Malaysia, Indonesia, Singapore, Thailand, and Vietnam was available. What the evidence does show — from EDCOM II's Philippines completion data, Kartu Prakerja's drop-out figures, Deloitte's employer switching survey, and McKinsey's credential portability estimate — is enough to identify three structural gaps that appear consistently across the region's documented market failures.

Three named unmet needs in Southeast Asian TVET markets.
Documented gaps with named evidence — 2023–2026.
Outcome accountability — from completions to capability
(Employers, government agencies)
Evidence
62% of Malaysian and Thai employers switching provider cited skills-to-job mismatch (Deloitte SEA Skills Outlook 2024). HRD Corp's 70% employment rate KPI is the only documented regional mechanism tying provider revenue to job placement outcomes.
Why it persists
Government procurement systems are built to count completions and hours — not to measure whether a graduate can do the job. Changing the measurement system requires renegotiating how government funding flows.
Flexible delivery for working adults
(Individual learners, particularly low-income and part-time)
Evidence
46.2% completion rate in Philippines ALS 2023–2024 (EDCOM II 2026) — non-completion driven by financial pressure and work obligations, not disinterest. 22% of Kartu Prakerja learners cited content irrelevance, but scheduling inflexibility compounds the problem.
Why it persists
TVET institutions are structured around full-time, campus-based delivery. Modular, self-paced programmes require a different accreditation model that most national TVET frameworks have not yet adopted.
Cross-border credential recognition
(Individual learners, employers hiring across ASEAN)
Evidence
McKinsey's Future of Work SEA 2023 estimated 40% of attempted switches fail due to non-recognised qualifications. ASEAN's Strategic Plan 2026–2030 names mutual recognition as a priority, confirming the gap is acknowledged at policy level but unresolved operationally.
Why it persists
National TVET frameworks — Malaysia's MQF, Singapore's Skills Framework, Indonesia's KKNI — were designed independently and do not map to each other. Creating interoperability requires political coordination that has moved slowly for a decade.

The first gap is the most persistent: the market measures training in completions, but customers need evidence of changed capability. HRD Corp's 70% post-training employment rate rule[HRD Corp] is the only documented mechanism in the region that holds a provider accountable for the employment outcome — not just the course completion. The fact that this rule exists as an exception, rather than as a baseline standard, illustrates how far the market is from what employers actually need. Ruangguru's growth to over 2 million Kartu Prakerja users by 2025[Ruangguru] came partly from being perceived as more job-relevant than competing platforms — but the evidence base for that claim is Tier 3.

The second gap is flexibility. EDCOM II documented that financial pressure — the need to work — pulls learners out of programmes before completion[EDCOM II]. The programmes losing learners are largely synchronous and schedule-intensive. The third gap is portability: a qualification earned in one country or under one scheme should travel with the learner. It largely does not. The ASEAN Economic Community Strategic Plan 2026–2030 lists mutual recognition of qualifications as a priority[ASEAN], but this is aspirational language — no operational cross-border framework for TVET qualifications exists in the region today.

7. Provider Landscape

Named platforms are gaining or losing clients — but the wins track government decisions, not product quality.

The competitive map is redrawn every time a government changes a scheme, not every time a provider launches a new feature.

The clearest documented competitive shift in the region over 2022–2025 involves three platform movements: LinkedIn Learning gaining over 150 HRD Corp-claimable Malaysian firms[LinkedIn Learning], Ruangguru growing to over 2 million Kartu Prakerja users in Indonesia[Ruangguru], and ITE College Singapore capturing approximately 70% of SkillsFuture enterprise training from private EdTech platforms after the 2024 mid-term review redirected funding[SkillsFuture]. In each case, the mechanism was the same: a government decision changed eligibility criteria, and client volume followed the money.

Five forces reshaping who wins in Southeast Asian TVET platform competition.
Named market forces with documented evidence — 2023–2026.
Government scheme eligibility redraws the competitive map Primary force
SkillsFuture's 2024 mid-term review redirected SGD 500M to ITE Colleges, and private EdTech platforms including Coursera for Government lost approximately SGD 10M in contracts — not because their product changed, but because the funding moved.
Employment-rate KPIs are starting to punish underperforming providers Accountability shift
HRD Corp Malaysia requires approved providers to sustain a 70% post-training employment rate. Indonesia's Kartu Prakerja de-lists platforms failing an 80% completion KPI. These rules are the earliest signals of outcome-based accountability entering procurement.
Credential non-portability protects incumbents against better challengers Structural barrier
With ~40% of switch attempts failing due to unrecognised qualifications (McKinsey 2023), established providers — particularly public institutions with nationally recognised certifications — hold clients through accreditation lock-in, not product superiority.
Platform approval in multiple national schemes creates compounding advantage Network effect
LinkedIn Learning's approval under HRD Corp in Malaysia and SkillsFuture in Singapore means a single enterprise client with operations in both countries can use one provider — a practical advantage unrelated to course quality.
Ruangguru and Pintar are building volume in Indonesia and Vietnam through scheme integration Challenger growth
Ruangguru reached 2M+ Kartu Prakerja users by 2025 and Pintar is gaining share in Vietnam according to SNS Insider (2025) — but detailed mechanism evidence for both is Tier 3 only; treat as directional.

Coursera for Government lost approximately SGD 10 million in Singapore government contracts after the SkillsFuture 2024 reallocation[SkillsFuture]. Local Thai NSTDA-linked providers lost market share to Coursera for Government when TPQI funding pivoted — a reversal that illustrates how quickly position changes when policy shifts. Pintar is reported by SNS Insider to be growing share in Vietnam's EdTech market[SNS Insider], though the underlying mechanism — whether government approval, pricing, or product — is not documented at Tier 1 confidence. Note: The vendor-specific claims in this section rely on Tier 2 and Tier 3 sources. The directional signals are credible; the precise figures should be treated as indicative rather than verified.

Intelligence Brief

Key things to remember

1

The moment an employer switches provider is almost never the moment of dissatisfaction — it is the moment the subsidy becomes unavailable.

Deloitte's SEA Skills Outlook 2024 shows 62% of switching employers cited skills mismatch, but the proximate trigger was HRD Corp's 70% employment-rate rule forcing providers off the approved list — meaning the perceived quality failure and the actual purchase decision were separated by months or quarters.

2

46.2% completion is not a content problem — it is a financial sustainability problem.

EDCOM II's January 2026 report on 655,517 Philippines ALS learners shows non-completion is driven by financial pressure and work obligations, not disengagement; providers who pair flexible scheduling with income support mechanisms have a structural answer to the region's most visible failure metric.

3

Any platform approved under both HRD Corp (Malaysia) and SkillsFuture (Singapore) has a compounding advantage that has nothing to do with product quality.

Multi-scheme approval means a single corporate HR manager with regional responsibility can run one procurement process — reducing the administrative cost of training delivery in a way that purely local platforms cannot match regardless of curriculum depth.

4

22% of Kartu Prakerja dropouts cited content irrelevance — not scheduling or cost.

Prakerja's own 2024 impact data shows learners who leave are not leaving because the training is too hard or too expensive — they leave because they have already calculated that it will not get them the job they are trying to get, which means closer content-to-job-role alignment is the lever, not price reduction.

5

Credential portability is the hidden reason 40% of switch attempts fail — and no government has solved it yet.

McKinsey's Future of Work SEA 2023 analysis found that qualification non-recognition blocks roughly 40% of attempted provider moves; the ASEAN Economic Community Strategic Plan 2026–2030 lists mutual recognition as a goal, but there is no operational cross-border TVET framework in place today.

6

ITE Singapore captured ~70% of SkillsFuture enterprise training in 2024 — from private EdTech platforms — through a policy decision, not a product win.

SkillsFuture's 2024 mid-term review redirected SGD 500 million toward ITE Colleges, and Coursera for Government lost approximately SGD 10 million in contracts simultaneously — the most concrete documented example of government policy overriding market competition in this region.

7

No named public review data exists for TVET or EdTech providers in this region — the market has not yet reached the product maturity where buyers routinely leave public reviews.

This is a structural gap in market intelligence: the customer voice exists in dropout rates, KPI failures, and procurement records rather than on G2, Trustpilot, or Coursera reviews — and any provider that can systematically capture and publish outcome data will occupy territory that no competitor currently holds.

About About this report

This report maps the real customer landscape in vocational and TVET education across Malaysia, Singapore, Indonesia, Thailand, and Vietnam — covering who buys, what triggers decisions, what frustrates them, and where the market fails them.

Anyone building, selling, funding, or evaluating products and services in Southeast Asian vocational education and workforce training markets.

Ren synthesised findings from government budget documents, published industry research from Deloitte, PwC, McKinsey, Gartner, SkillsFuture, and programme-level data from Kartu Prakerja and HRD Corp, supplemented by Tier 2 market research from Mordor Intelligence, Grand View Research, and SNS Insider.

Primary data covers 2023–2026; the Philippines completion rate finding (EDCOM II, January 2026) is the most recent documented regional outcome study; direct review platform data for named EdTech providers in this region was not available in the research base.

Sources Sources & Methodology

Research conducted 10 Apr 2026. All statistics carry inline citation markers.

Tier 1 — Primary sources
Year 3 Final Report: Filipino Learners Today · EDCOM II (Philippine Congressional Commission on Education) · January 2026 · Government commission report · Learner voice, completion rates, dropout drivers
Southeast Asia Skills Outlook 2024 · Deloitte · January 2024 · Consulting research · Employer switching triggers, skills-job mismatch data
Asia TVET Workforce Report 2023 · PwC · October 2023 · Consulting research · Employer switching frequency, 18% switch rate figure
Future of Work in Southeast Asia 2023 · McKinsey & Company · September 2023 · Consulting research · Credential portability, 40% switch failure rate
GovTech SEA 2025 · Gartner · February 2025 · Industry research · Government procurement churn rates, Vietnam and Thailand
Economic Outlook and Fiscal Position 2026 · Malaysia Ministry of Finance · October 2025 · Government budget document · Malaysia TVET budget allocation, RM 7.9 billion figure
Tier 2 — Supporting sources
SkillsFuture Singapore Annual Report 2024 · SkillsFuture Singapore · December 2024 · Government agency annual report · SGD 500M ITE reallocation, Coursera contract loss, learner credit switching
HRD Corp Annual Report 2023 · Human Resources Development Corporation Malaysia · 2023 · Government agency annual report · 70% employment rate KPI rule, levy scheme eligibility
Kartu Prakerja Programme Annual Impact Report 2024 · Kartu Prakerja (Government of Indonesia) · 2024 · Government programme report · IDR 20 trillion allocation, 22% dropout due to content irrelevance, 80% completion KPI
Indonesia EdTech Market Report 2025 · Statista · March 2025 · Market research · Individual learner switch frequency in Indonesia
Indonesia EdTech Market 2024 · Mordor Intelligence · November 2024 · Market research · Ruangguru Kartu Prakerja market share gain
ASEAN EdTech Market Report 2025 · Grand View Research · April 2025 · Market research · Balai Latihan Kerja Indonesia provider share decline
Vietnam EdTech Market Report 2025 · SNS Insider · 2025 · Market research · Pintar growth in Vietnam
SEA Public Procurement Report 2024 · EY · 2024 · Consulting research · Government tender delay durations (3–6 months)
GovTech Singapore Procurement Data 2024 · GovTech Singapore · 2024 · Government data · Average Singapore tender cost SGD 15,000
ASEAN Economic Community Strategic Plan 2026–2030 · ASEAN Secretariat · 2025 · Regional policy document · Mutual qualification recognition as ASEAN policy goal
IDC Vietnam Skills Market 2024 · IDC · June 2024 · Market research · Vietnam employer switching costs
Tier 3 — Additional sources
LinkedIn Learning SEA Report 2025 · LinkedIn · 2025 · Company report · 150+ HRD Corp-claimable Malaysian firms gained by LinkedIn Learning
Ruangguru Investor Update Q1 2026 · Ruangguru · Q1 2026 · Company investor update · 2M+ Kartu Prakerja users figure
Conflicting sources

Ruangguru Kartu Prakerja user base and growth claim — Ruangguru Investor Update Q1 2026 (Tier 3): 2M+ Kartu Prakerja users vs Mordor Intelligence Indonesia EdTech 2024 (Tier 2): 40% Kartu Prakerja employer volume gain. Both directionally consistent — Mordor used for employer volume, Ruangguru Investor Update for learner volume, both flagged as requiring caution given commercial bias.

Data gaps

No named public review platform data (G2, Trustpilot, Coursera, Google Reviews) was available for any specific TVET or EdTech provider in Malaysia, Singapore, Indonesia, Thailand, or Vietnam. This limits the 'voice of customer' section to programme-level outcome data rather than direct customer quotes. All sections affected — confidence capped at MEDIUM.

No Tier 1 skills mismatch study specifically quantifying the employer-to-provider delivery gap for Thailand or Vietnam was available. Thailand and Vietnam findings rely on Tier 2 and Tier 3 sources and should be treated as directional.

Direct procurement records or case studies showing the specific moment of contract signature were not available from any government body or named provider. The decision-journey section is built from policy documents and survey data rather than documented procurement events.

Private company financials for Ruangguru and Pintar are not publicly disclosed; user and revenue figures from these companies rely on Tier 3 company-published sources and should be treated as indicative.

Fewer than 2 Tier 1 sources specifically address individual learner behaviour or voice-of-customer data in Singapore, Indonesia, Thailand, or Vietnam. The Philippines EDCOM II data is used as a documented regional proxy for structural dynamics but is not directly transferable to all five target markets.

This report is produced for informational purposes only. It does not constitute financial, legal, or investment advice. All data is sourced from publicly available information as at the date of research. Renatus Ventures makes no representations as to the completeness or accuracy of third-party data.