Most teams lose hours a week to copying data between systems, chasing approvals and searching for documents. We find those processes, then design, build and run AI that removes them: assistants grounded on your own documents, agents that act inside your ERP and ticketing systems, and vision models that inspect, count and grade. Data governance and security are built in from day one, and private AI keeps sensitive data in Malaysia.
Readiness, permissions clean-up, data governance and rollout of Copilot and other AI assistants, with hands-on user training.
Agents that do the work, not just answer questions: they read and write to your ERP, CRM, HR and ticketing systems through secure APIs, with human approval where it matters.
Internal knowledge assistants and customer chatbots grounded on your SharePoint, file servers, manuals and databases, with answers that cite the source document.
Extract, validate and post data from invoices, purchase orders, delivery orders, claims, forms and contracts straight into your systems.
Camera-based AI for defect inspection, counting, safety compliance and crop grading, running on edge devices or servers.
Open-weight large language models hosted on your own GPU servers or in a Malaysian data centre, for data that must not leave your control.
Proven patterns we adapt to your processes and data. Each can start as a pilot.
Invoices arrive by email, are read by document AI, matched to the PO and goods receipt, and posted to the ERP. Only exceptions reach a person.
A WhatsApp and web assistant answers product, order and billing questions in four languages and hands over to staff with the full conversation.
Staff ask about leave, claims and benefits in plain language and get answers cited from the current handbook; new joiners get a guided onboarding checklist.
An assistant drafts proposals and tender responses from past winning bids, product sheets and compliance documents for the team to review.
An agent classifies and routes tickets, suggests fixes from past resolutions, and completes routine requests such as password resets and access requests.
An AI analyst enriches XDR and SIEM alerts, summarises the incident timeline, and drafts the response for the SOC analyst to approve.
Cameras on the line flag scratches, misalignment and missing parts in real time and log images for quality traceability.
Models learn normal vibration, temperature and current patterns from IoT sensors and warn before a machine fails.
Drone and phone images detect pests and disease early; vision models help grade oil palm fresh fruit bunches for ripeness.
AI extracts key clauses, dates and obligations, and flags terms that differ from your standard positions.
Meetings are transcribed and summarised into decisions and actions, which are pushed to the task tracker with owners and due dates.
Incoming letters and forms are classified, routed and answered with drafted replies in Bahasa Malaysia or English.
When an off-the-shelf tool does not fit, our developers build it: from a single API integration to a full agentic application, secured and documented.
Strategy, pilot, production build, adoption and ongoing operation, delivered by one team.
Workshop to list repetitive processes and score each by value, effort and data readiness.
A working proof of concept on real data, measured against agreed success criteria.
Production build, integration with your systems, security review and user acceptance testing.
Training, change management and usage reporting so people actually use it.
Managed AI: monitoring, model updates, cost control and continuous improvement.
Hours returned to staff each week from automated routine tasks.
Fewer re-keying errors in finance, HR and operations.
Governed, auditable AI, with private on-premise options when data must stay in Malaysia.
Start with a discovery workshop. We list repetitive processes, score them on value, effort and data readiness, and deliver one quick-win pilot on real data before any large investment.
Yes. We develop custom AI applications, RAG assistants and agents that connect to your ERP, CRM, HR and ticketing systems, and we integrate AI into your existing applications through APIs.
We work with commercial models such as Azure OpenAI, Anthropic Claude and Google Gemini, and with open-weight models such as Llama, Qwen and Mistral that can run on your own servers. We choose per use case on accuracy, cost and data residency.
Yes. We deploy private AI on-premise or in a Malaysian data centre, including fully air-gapped setups, so sensitive data stays under your control.
Access-controlled retrieval, data loss prevention, prompt-injection testing, audit logs and human approval for sensitive actions. We align governance with PDPA, Malaysia's National Guidelines on AI Governance and Ethics, and ISO/IEC 42001.
Copilot respects existing permissions, so we review and tighten file sharing and sensitivity labels before rollout to stop it surfacing files people should not see.
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