Client Experiences
Malaysian organisations share their experiences working with Parseliq on AI integration, from infrastructure assessments through comprehensive modernisation programmes.
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Feedback from businesses and educational institutions we've supported with AI integration solutions
Ahmad Syafiq
IT Director, Kuala Lumpur
The infrastructure review was exactly what we needed before committing to AI projects. The assessment identified specific gaps in our data pipeline architecture that we wouldn't have recognised ourselves. The recommendations were prioritised clearly with resource estimates, which made planning the next steps straightforward.
12 February 2026
Dr. Lee Mei Ling
Dean, Penang University
The educator competency framework has given our faculty development office a structured approach to AI literacy. The validation workshops ensured the framework reflected actual teaching contexts rather than theoretical ideals. We now have clear pathways for educators at different career stages, which was precisely what we lacked.
3 February 2026
Rajesh Kumar
Operations Manager, Johor Bahru
We appreciated Parseliq's vendor-neutral perspective during the modernisation programme. They evaluated solutions based on our actual requirements rather than pushing specific technologies. The phased approach with regular alignment sessions let us adjust plans as we learned, which was more practical than committing everything upfront.
28 January 2026
Nurul Ibrahim
Data Manager, Selangor
What stood out was the technical depth the consultants brought to discussions. They understood our existing systems at the architecture level, not just surface descriptions. This meant their recommendations addressed actual technical constraints rather than generic advice. The two-week timeline was met without compromise on quality.
20 January 2026
Chong Teck Huat
Training Director, Melaka
The competency framework development included our training staff throughout the process. The validation workshops weren't just presentations but actual working sessions where we refined the framework based on our training context. The self-assessment tools they created are now part of our regular staff development planning.
15 January 2026
Siti Abdullah
Chief Technology Officer, Kuching
We engaged Parseliq for infrastructure review before expanding our AI initiatives. The assessment was thorough without being overwhelming. They distinguished between critical gaps requiring immediate attention and longer-term improvements we could phase in later. This prioritisation was particularly helpful given our budget constraints.
8 January 2026
Success Stories
Detailed case studies showing how organisations have progressed through their AI integration journeys with our support
The Challenge
A regional manufacturing business wanted to implement predictive maintenance using AI but lacked understanding of whether their existing data collection systems could support machine learning models. Multiple vendors had proposed solutions without assessing technical feasibility.
Our Solution
Infrastructure review examining sensor data collection, storage architecture, data quality protocols, and processing pipelines. Assessment identified specific gaps in data timestamp consistency and storage scalability that would have prevented effective AI deployment.
The Results
Organisation addressed identified infrastructure gaps over four months before proceeding with AI pilot. This preparatory work prevented what would have been a failed deployment, saving estimated MYR 45,000 in wasted vendor implementation costs.
"The infrastructure review prevented us from proceeding with an AI project that wouldn't have worked with our current systems. The assessment saved us considerable expense and frustration."
— Manufacturing Operations Lead, Perak
The Challenge
A polytechnic institution recognised faculty needed better understanding of AI to prepare students effectively, but lacked structured approach to defining what competencies were actually required at different teaching levels and subject areas.
Our Solution
Developed comprehensive competency framework through stakeholder consultation and validation workshops with faculty representing different departments and career stages. Framework included self-assessment tools and development pathway recommendations.
The Results
Institution now has structured professional development programme aligned to framework competencies. Initial cohort of 35 faculty members completed self-assessment and began targeted development activities. Framework adoption planned for remaining 120 faculty over next academic year.
"The framework gave us exactly what we needed—a clear structure for faculty AI literacy that fits our teaching context. The validation process ensured it reflected actual classroom realities."
— Academic Development Officer, Negeri Sembilan
The Challenge
Service organisation wanted to modernise operations using AI but recognised this required addressing legacy systems, staff capabilities, and organisational processes together rather than just implementing technology.
Our Solution
Eighteen-week modernisation programme combining legacy assessment, AI integration planning, training delivery, and culture change support. Regular alignment sessions allowed adaptive planning as organisational understanding evolved.
The Results
Organisation completed modernisation roadmap with phased implementation plan. Two initial AI pilots launched successfully following infrastructure preparation. Staff training programme ongoing with 65% of operations team completing initial modules. Cultural resistance decreased notably through programme.
"The programme addressed modernisation holistically, not just as technology implementation. The regular alignment sessions kept us on track while allowing flexibility as we learned."
— Change Programme Director, Ipoh
Our Track Record
Metrics reflecting our commitment to reliable AI integration support for Malaysian organisations
Since 2023
All engagements
Client satisfaction
Workshops & sessions
Contact Parseliq
Phone
+60 6-2834 7612
Address
6 Jalan Hang Jebat
75200 Melaka, Malaysia
Working Hours
Monday - Friday: 9:00 AM - 6:00 PM
Saturday: 9:00 AM - 1:00 PM
Explore AI Integration with Parseliq
Join the Malaysian organisations we've supported with infrastructure reviews, educator frameworks, and modernisation programmes.
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