Portfolio

Our project portfolio: data and AI that delivers.

Since 2019 we have delivered data platforms, machine learning and analytics for demanding clients, from national-scale engineering projects to the factory floor.

2019Incorporated in Malaysia
RM 1.3M+Recent digital projects delivered
8+Projects under one master service agreement
~70%Less manual reporting for a recent client

Smart manufacturing & digital delivery

Digital transformationPalette Business SolutionsCompleted 2025

Unified business systems & reporting

Four separate systems brought onto one data foundation, with automated reporting for management.

4 systems unified, about 70% less manual reporting
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Data platformBeicip-Franlab Asia / PetronasCompleted 2023

Integrated multi-source data platform

Six-plus technical data types consolidated into a single searchable platform for engineering teams.

Data retrieval about 60% faster
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Data, AI & engineering for complex industries

Machine learningPetronas, with RDA

Multi-output regression for opportunity prediction

Machine learning models trained on extensive well-log and petrophysical data to predict high-value zones in mature assets and extend their productive life.

Predictive models built on large, complex technical datasets
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Data managementIAC

Integrated Data Intelligence

An AI and machine learning data architecture that turns large volumes of unstructured documents and records into structured, searchable insight.

Unstructured data to structured insight
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Engineering consultancyBeicip-Franlab Asia & PetronasSince 2022

Long-term master service agreement

A trusted engineering and consultancy partner for project maturation and technical assessment, with more than eight projects completed together.

8+ projects delivered
Fast-track studyBeicip-Franlab Asia

Integrated Discovered Resource Assessment (IDRA)

A fast-track, full-scope technical and commercial evaluation of five offshore fields in Malaysia, integrating large multi-disciplinary datasets.

5 fields assessed on a fast-track schedule
Signal processingMiddle East

Advanced sensor & fibre-optic signal processing

End-to-end design, supervision, processing and interpretation of high-volume fibre-optic (DAS) and seismic sensor data, including denoising, QC and automated workflows. The same signal-processing discipline now powers anomaly detection in DMIS.

Automated workflows from raw sensor data to interpretation
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Pilot programme

Put your real plant data through DMIS.

We're onboarding Malaysian manufacturers for three-month pilots. Bring your batch records and we'll show you where the ringgit is going.

+10%OEE target
−10%Changeover waste
−15%Quality deviation