AI advisory solutions

Advisory Services

Three engagements, one decision made well

Each service is scoped to a specific stage of the placement process — from a first look at the trade-offs to an ongoing advisory relationship as your AI strategy matures.

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Our Methodology

How every Lumen Array engagement works

Every engagement — regardless of tier — begins from the same starting position: we understand your workloads before we form any view on placement. The framing exercise that opens each engagement is not a formality; it is the part that determines whether the advice that follows is actually relevant to your situation.

We work from a structured set of placement criteria that cover compute intensity, data movement, latency sensitivity, team capability, regulatory obligations, and cost structure. These criteria apply consistently whether the analysis favours on-prem, cloud, or a hybrid split.

All three engagements produce written outputs. The complexity of the deliverable scales with the engagement, from a focused trade-off sheet to a full strategy document with revision support.

Scoping first

Workload characteristics established before any recommendation

Both paths analysed

On-prem and cloud receive equal analytical attention

Written output

Every engagement closes with a document you keep

Confidential throughout

NDAs signed before architecture details are discussed

Placement Options Briefing

Service 1

Placement Options Briefing

RM 530

A structured session that lays out the practical trade-offs of keeping AI compute on-premises versus drawing it from cloud providers, in plain terms and without favouring either path. We help you frame the decision around your own constraints — not a vendor's preference. Suited to organisations making their first serious call on AI infrastructure. Delivered as one session with a written summary, trade-off sheet, and a list of open questions to carry forward.

  • One focused advisory session
  • Trade-off sheet: on-prem vs cloud for your workloads
  • Written session summary and open questions
  • Available remotely or in-person at our Bangsar office

Process steps

  1. 01Pre-session scoping call (30 min)
  2. 02Structured briefing session (2–3 hours)
  3. 03Written deliverable within 5 working days
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Service 2

Hybrid Design Workshop

RM 1,340

A two-session workshop that helps your platform team sketch a sensible hybrid approach — deciding which workloads sit where and why, with attention to data movement and operational effort. Guidance stays vendor-neutral throughout. Best suited to platform teams that have a rough idea of what they need but have not yet mapped a workload boundary. Delivered with architecture diagrams, a hybrid blueprint document, and a follow-up note.

  • Two facilitated sessions across two to three weeks
  • Architecture diagrams showing proposed workload boundaries
  • Hybrid blueprint document
  • Follow-up note after final session

Process steps

  1. 01Scoping call and workload inventory review
  2. 02Session 1 — placement criteria and boundary mapping
  3. 03Interim review of draft diagrams (async)
  4. 04Session 2 — refinement and blueprint finalisation
  5. 05Written deliverable within 5 working days
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Hybrid Design Workshop
Placement Strategy Advisory

Service 3

Placement Strategy Advisory

RM 2,710

An advisory engagement that supports your organisation as it commits to a placement strategy across teams and quarters — documenting the reasoning and revisiting it as your needs change. We act as an independent advisor throughout. Designed for organisations that are managing several AI workloads simultaneously and need a placement rationale that can hold up to scrutiny as the landscape evolves. Runs as a three-month engagement with regular reviews and includes a strategy document and revision support.

  • Three-month advisory engagement
  • Strategy document with documented reasoning
  • Periodic reviews as workloads or constraints change
  • Revision support within the engagement period

Process steps

  1. 01Month 1 — Workload mapping and initial strategy draft
  2. 02Month 2 — Review sessions and strategy refinement
  3. 03Month 3 — Finalisation and revision support
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Decision Guide

Which engagement fits your situation?

Use this table to identify the most appropriate starting point.

Feature / Criteria Briefing
RM 530
Workshop
RM 1,340
Strategy Advisory
RM 2,710
Number of sessions 1 2 Multiple over 3 months
Written deliverable
Architecture diagrams
Revision support
Best for First-call decisions Platform teams ready to design Multi-workload organisations

Not sure? Send us a brief description of your situation and we'll suggest the most appropriate starting point.

Standards

Shared across all engagements

Privacy by default

Client data handled under Malaysia's PDPA. No third-party sharing, no retention beyond engagement scope.

NDA on request

Confidentiality agreements are standard practice — signed before any technical details are discussed.

On-schedule delivery

Written deliverables are provided within the stated timeframe. Delays are communicated in advance.

Follow-up access

All clients have a 30-day window to ask clarifying questions about their deliverable at no additional charge.

Pricing

Transparent, fixed-fee engagements

Prices in Malaysian Ringgit (RM), inclusive of all session time and written deliverables. No variable fees, no surprise additions.

Entry

Placement Options Briefing

RM 530

Per engagement

  • 1 advisory session
  • Trade-off sheet
  • Written session summary
  • 30-day follow-up access
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Full

Placement Strategy Advisory

RM 2,710

3-month engagement

  • Ongoing advisory over 3 months
  • Strategy document
  • Periodic review sessions
  • Revision support included
  • All prior engagement features
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Have a question before committing?

Send us a brief note about your AI infrastructure situation and we'll suggest a reasonable starting point — no obligation.

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