AI Advisory — Malaysia Telco
Careful AI, Steady Networks.
Your Engineers Stay in Charge.
We help Malaysian telecommunications teams bring AI into customer correspondence and ticket handling — thoughtfully, read-only, and fully outside your OSS/BSS. MCMC-aware throughout.
Our Engagements
Three ways we work alongside your team
Each engagement is scoped, advisory, and designed to sit beside — not inside — your existing network and customer systems.
Customer Operations Review
A short engagement where we sit with your customer operations head, one care team leader, and a senior engineer (in an advisory capacity). We read a sample of your customer correspondence, tickets, and outage notices, and write a brief on where AI summarisation could ease handling — outside any operational network. MCMC-aware throughout.
- Structured correspondence review
- Written brief with advisory findings
- No access to live network systems
Drafting & Triage Pilot
A measured deployment of an AI assist for your customer correspondence and ticket triage. The system drafts replies, summarises long ticket threads, and groups similar enquiries for human review. Integration is read-only and outside the OSS/BSS. Includes a four-week supervised period, bilingual training, and a usage policy aligned with MCMC and PDPA.
- Four-week supervised pilot period
- Bilingual (EN/BM) capability
- PDPA usage policy included
Quarterly Stewardship
A monthly advisory engagement for telco leaders whose teams already use AI assists. Each quarter we sample outputs, audit boundaries, and write a brief for the COO. Includes alignment with MCMC and PDPA, plus a yearly written summary suitable for your board's customer experience committee.
- Quarterly output sampling & audit
- COO-level advisory brief each quarter
- Board-ready yearly summary
Why velvettwwilight
Steady guidance, not another software layer
Telco-Sector Experience
Our advisors have worked directly in Malaysian telecommunications operations. We understand OSS/BSS boundaries, MCMC filing requirements, and how customer care teams actually process complaints.
Read-Only by Design
Every AI tool we deploy or recommend sits entirely outside your operational network. Engineers keep all decisions. We draft, summarise, and group — your team approves, sends, and acts.
MCMC & PDPA Alignment
All engagements are designed around Malaysia's communications regulatory framework and PDPA data obligations. Usage policies are written as part of each engagement, not added as an afterthought.
Bilingual Capability
Our AI tools are trained and tested in both English and Bahasa Malaysia, reflecting the actual mix of customer correspondence in Malaysian telco operations.
Human Oversight First
We do not advocate for autonomous AI decisions in network or customer operations. Every output is written for human review. Supervision is built into the engagement structure from the first day.
Clear Written Deliverables
Each engagement produces a written brief that can be shared internally with your COO, legal team, or board committee. Nothing is left undocumented or ambiguous.
Start a Conversation
Not sure which engagement suits your team?
We can discuss your current setup informally before recommending any engagement. There is no obligation, and your questions help us understand whether we are the right fit for your operations.
Common Questions
Questions we hear from operations heads
Does your AI tool connect to our network management systems?
No. Every tool we deploy or recommend operates on a read-only copy of customer correspondence data. It has no integration with your OSS, BSS, or any live network element. Network decisions stay with your engineers.
How does this work with PDPA and our data obligations?
Each engagement includes a written usage policy aligned with Malaysia's PDPA. We discuss data handling before any deployment and document what data is read, where it is processed, and how long it is retained. Your data compliance team can review this before sign-off.
What languages does the AI support?
The Drafting & Triage Pilot includes bilingual capability in English and Bahasa Malaysia. This covers both inbound customer messages and outgoing draft replies. Code-switching in a single message thread is also handled.
How long does the Customer Operations Review take?
Typically two to three working weeks from the date we receive a sample of your customer correspondence and ticket exports. The final brief is delivered as a structured document. A follow-up walkthrough with your team can be arranged at no additional cost.
Do you handle sensitive network incident communications?
Outage notices and incident-related customer communications can be included in the scope of the Customer Operations Review or the Drafting & Triage Pilot. We treat incident correspondence with additional discretion and your engineering team retains full approval of any outage-related draft messaging.
Is the Quarterly Stewardship a retainer?
It is structured as an annual advisory engagement billed at RM 4,690. We deliver a written brief each quarter and a consolidated yearly summary. The engagement can be reviewed at the end of each year.
Our Location
Find Us in Petaling Jaya
Unit 6-8, Wisma Wim, Jalan Selangor, 46050 Petaling Jaya, Selangor
Contact
Let's discuss your operations
Whether you are exploring AI for the first time or reviewing an existing deployment, we are glad to have a quiet, focused conversation about what might be useful.
Contact Details
Phone
+60 3 6402 8917Address
Unit 6-8, Wisma Wim,
Jalan Selangor,
46050 Petaling Jaya,
Selangor, Malaysia
Working Hours
Monday – Friday
09:00 – 18:00 MYT
Saturday: 09:00 – 13:00 MYT