A RM40 modeled CAC clears the RM150m 5G growth screen
Find a modeled option that adds at least 1 million active 5G relationships within 24 months while keeping modeled launch spend below RM150 million by 31…
Axiata’s direct ownership link is to CelcomDigi, while Maxis is connected through shared participation in Digital Nasional Berhad. In the 24-month modeled launch option, reducing…
Full framing
Find a modeled option that adds at least 1 million active 5G relationships within 24 months while keeping modeled launch spend below RM150 million by 31 December 2028.
Axiata’s direct ownership link is to CelcomDigi, while Maxis is connected through shared participation in Digital Nasional Berhad. In the 24-month modeled launch option, reducing CAC to RM40 keeps 3.19 million active relationships within the RM150 million screen.
Public-news source spine
The public record behind the subject
Instrument evidence
One exact state for each modeled layer
Chapter 1 · cidx
Maxis and Axiata-linked CelcomDigi decision proxy
Analyst-authored Q1 2026 comparative proxy; values are scenario inputs, not telemetry.
Boundary This layer fixes a common comparison frame for the rest of the investigation; it is a scenario proxy, not evidence of…
This layer fixes a common comparison frame for the rest of the investigation; it is a scenario proxy, not evidence of observed operator performance.
Open the analyzed state to inspect the dimensions, weights and sensitivity behind the comparison. A changed weighting should produce a new computed state.
With the comparison framed, the next chapter asks whether the modeled system can sustain the same direction over time.
Chapter 2 · comdyn
Modeled 104-week active-5G relationship flow
Weak compartment proxy with staged markers; not operator telemetry or a forecast.
Boundary This layer tests temporal plausibility. Its weak-proxy status keeps the downstream commercial result projected rather…
This layer tests temporal plausibility. Its weak-proxy status keeps the downstream commercial result projected rather than observed.
Open the live model to inspect compartments, timing and transition assumptions. Use a rerun—not a visual edit alone—before changing the conclusion.
With the trajectory bounded, the next chapter tests the product plan that would have to produce it.
Chapter 3 · product-launch-sim
Original high-cost Product Launch Sim option
Modeled option clears the relationship threshold but reaches RM392.419 million modeled launch spend.
Boundary Decision markers in this state — Original modeled launch spend: RM392.419m. This is the commercial benchmark the…
Decision markers in this state — Original modeled launch spend: RM392.419m. This is the commercial benchmark the adjacent product option must improve or qualify.
Open the live model to adjust product economics, launch timing, portfolio choices or design levers. Return the changed state for a fresh run and a new scene.
That establishes the original benchmark. The next chapter tests the reader-adjusted option against it.
Chapter 4 · product-launch-sim
Reader-adjusted Product Launch Sim option
CAC lowered from RM120 to RM40; the engine reran the exact adjusted state before the conclusion changed.
Boundary After the reader lowered modeled CAC from RM120 to RM40 and the engine reran the exact adjusted state, week-104…
After the reader lowered modeled CAC from RM120 to RM40 and the engine reran the exact adjusted state, week-104 modeled active relationships remained 3,188,157 while cumulative modeled CAC fell to RM124.806 million; with RM18 million modeled build cost, total modeled launch cost is RM142.806 million, RM7.194 million below the RM150 million cap.
Open the live model to adjust product economics, launch timing, portfolio choices or design levers. Return the changed state for a fresh run and a new scene.
With the modeled option selected, the next chapter turns the conclusion into a bounded contract for review—not execution.
Chapter 5 · doil
Cost-capped Malaysia 5G option review — operations contract
Reviewed DOIL public-blueprint contract; structurally ready for review, not executed, deployed, scheduled, or authorized.
Boundary This preserves the settled option as a reviewable operations contract while keeping execution, deployment and…
This preserves the settled option as a reviewable operations contract while keeping execution, deployment and operating authority explicitly outside the Study.
Open the contract in DOIL Studio to inspect its scope, boundaries and implementation shapes. Review does not authorize execution or deployment.
With the evidence and operating boundaries aligned, the article now moves into the exact governed handoff below.
Required evidence gap · Incident Sim
No verified Incident Sim scene is present
This Gate-A faculty has no snapshot bound to the published Study.
The finding cannot claim visual evidence from this required layer.
Register and verify the exact Incident Sim state, then publish a revised Study.
Required evidence gap · Press
No verified Press scene is present
This Gate-A faculty has no snapshot bound to the published Study.
The finding cannot claim visual evidence from this required layer.
Register and verify the exact Press state, then publish a revised Study.
Claim-bound findings What the evidence supports—and how strongly 2 bound claims
- supported
Axiata directly owns 33.1% of CelcomDigi; Maxis and Axiata-linked CelcomDigi are connected through separate participation in Digital Nasional Berhad, and the examined public…
Full claim wording
Axiata directly owns 33.1% of CelcomDigi; Maxis and Axiata-linked CelcomDigi are connected through separate participation in Digital Nasional Berhad, and the examined public record did not show direct Maxis–Axiata ownership.
- projected
After the reader lowered modeled CAC from RM120 to RM40 and the engine reran the exact adjusted state, week-104 modeled active relationships remained 3,188,157 while cumulative…
Full claim wording
After the reader lowered modeled CAC from RM120 to RM40 and the engine reran the exact adjusted state, week-104 modeled active relationships remained 3,188,157 while cumulative modeled CAC fell to RM124.806 million; with RM18 million modeled build cost, total modeled launch cost is RM142.806 million, RM7.194 million below the RM150 million cap.
Handoff to network / automation
Continue from analysis into governed implementation
Bounded operational handoff · DOIL
Stage a human-reviewable 24-month Malaysia 5G option packet in the governed product-review workspace, containing only modeled candidates…
Cost-capped Malaysia 5G option review
Review scope, controls and rollback 8/8 required structural checks passed
Full bounded objective
Stage a human-reviewable 24-month Malaysia 5G option packet in the governed product-review workspace, containing only modeled candidates that add at least 1,000,000 active relationships without exceeding RM150 million modeled launch spend, while making no live product, customer, budget, or network change.
Limits carried forward
- This is DOIL-authored local review material. Desk coordinates and renders it but does not infer language semantics from compiler internals.
- The single .doil file is the sole portable operations contract. This projection, its package, IR, and receipts are derived review material and are not required by the receiver.
- The pinned contract-test clock is validation evidence, not the current time. A receiver must re-evaluate expiry and all time-sensitive preconditions at consumption.
- Exact source, fixtures, lineage, and deterministic observations are review evidence only; they do not certify semantic correctness or prove untested paths.
- No human approval, target authority, target generation, deployment, scheduling, network call, or external effect is performed by this handoff.
- A target-side generator must recompile the exact workspace with a supported DOIL verifier and preserve every approved requirement, guardrail, bound, approval, observation, recovery, and output.
- The reference preview completed as a zero-record structural preview; it contains no action or scenario evidence.
- This package preserves intent and structural proofs only; no target has certified it.
- Approval declarations are preserved as intent; this tool does not grant human authority.
- Future targets are portability labels only; no target-specific generator or adapter ran.
- The content-addressed Studio state becomes replayable after Desk persists the included StateDoc.
Exact structural evidence
The score and level measure source-structure declaration coverage for the selected profile only. A production-shaped level is not post-investigation Desk handoff eligibility, semantic validation, human approval, certification, live-network validation, target readiness, deployment authority, or execution authority.
Source checks
- Clean parse · No parser diagnostics
- Top-level definition · Agent, class, or pipeline definition exists
- Purpose text · Intent or description is declared
- Context hydration · Runtime context requirements and sources are explicit
- Data sources · Data inputs are named; intentionally not applicable to this strict contract
- Tool surface · Allowed actions are declared
- Triggers · Activation paths are declared; intentionally not applicable to this strict contract
- Runnable methods · Handlers or methods are defined
- Guardrails · Pre, during, or post execution controls are declared
- Lifecycle · Timeout, health, or restart policy is declared; intentionally not applicable to this strict contract
- Observability · Logs, metrics, alerts, or reports are declared; intentionally not applicable to this strict contract
- Recovery · Retry, escalation, or dead-letter policy is declared; intentionally not applicable to this strict contract
- Output/promotion · Generated plans and approval stages are declared
Handoff checks
- Strict Operations Contract Complete · The sole .doil file declares every strict operations-contract facet; all other views are derived.
- Parse Clean · Every workspace file parsed without diagnostics.
- Brief Complete · A title and objective are required to preserve the human intent.
- Approved Intent Textually Bound · Every approved requirement is bound exactly once to its full text in the DOIL source for human semantic review.
- Scenario Coverage Ready · No source-owned scenario fixtures were declared or run; structural readiness makes no scenario-coverage claim.
- Target Kind Requested · At least one future portability target must be selected; no target artifact is generated here.
- Tool Effects Explicit · Every declared tool states its backend-neutral effect as read, propose, or external_change.
- Post Investigation Operational Remedy · The selected entrypoint reaches an explicit external_change request: Desk investigation is upstream, while this handoff specifies the approved operational remedy.
- Launch Selector Unambiguous · The explicit handler or trigger resolves to one entrypoint.
- Entrypoint Resolved · Reference preview resolved prepare_cost_capped_review.
- Reference Preview Completed · The deterministic reference preview completed without granting authority or producing external effects.
- Execution Mode Matches Source · Execution mode agrees with the selected source entrypoint.
- Repeatable Mode Bounded · Execution intent is one-shot or carries an explicit maxCycles/expiresAt bound.
- Expiry After Contract Test Clock · Any declared expiry is later than the fixed source-owned contract-test clock; current-time validity is not assessed.
- Clock Pinned · The reference preview uses the source-owned fixed contract-test clock and contains no current-time or wall-clock claim.
Executive readout
Decision summary
Supported finding
- The public record connects Maxis and Axiata-linked CelcomDigi through separate participation in Digital Nasional Berhad, not through direct Maxis–Axiata ownership.
Decision boundary
- The RM40 CAC option clears the modeled RM150 million screen, but the result is a planning proxy—not operator telemetry, funding approval, or a company forecast—and RM7.194…
Review 1 full note
- The RM40 CAC option clears the modeled RM150 million screen, but the result is a planning proxy—not operator telemetry, funding approval, or a company forecast—and RM7.194 million of modeled headroom is thin.
Question to resolve
- Validate CAC, channel capacity, referral costs, and DNB commercial terms with current operator data before any live budget or launch decision.
How this was governed
95% autonomous · 2 human checkpoints (gate_a & gate_b)
Verification
- Supported claims1
- Projected1
- Illustrative0
Evidence
- Cited (source)3
- Modeled5
- Observational0
Observation sources
- web publishable allowed
- web publishable allowed