Use cases

Problem → approach → outcome.

Engagement shapes for Ayra ix consulting: S/4HANA advisory and applied AI in enterprise/SAP contexts. Illustrative — not client claims.

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Enterprise operations center overlooking a city skyline
S/4HANAGo-live risk

Migration path with cutover gates

Problem
Three competing ECC→S/4 narratives; no shared target state, Clean Core stance, or go-live risk model.
Approach
Landscape assessment, Activate-aligned blueprint, decision gates for RISE/on-prem, hypercare readiness checklist.
Outcome
One fundable roadmap with explicit cutover risks, owners, and kill criteria — not another slide deck.
Glass office at night with monitors showing abstract network graphs
Applied AIGovernance

AI portfolio triage & vendor diligence

Problem
Dozens of AI ideas and vendor pitches; none ranked by value, data readiness, residual risk, or operating cost.
Approach
Use-case scoring, governance baseline, model/vendor shortlist criteria, explicit “do not buy” list.
Outcome
A funded pilot slate sponsors can defend — and a kill-list for hype projects.
Boardroom discussion with architecture diagrams on frosted glass
S/4HANAClean Core

Clean Core extensibility without core debt

Problem
Custom ABAP and fragile mods block upgrades; every plant request risks the digital core.
Approach
Extensibility taxonomy, BTP side-by-side patterns, Fiori-first UX, ownership boundaries for what stays in-core.
Outcome
Upgrade-stable customization plan teams can execute without inventing partner theater.
Abstract glass data panels in a modern workspace
Applied AISAP copilots

SAP process & specialist copilots

Problem
Scarce S/4 specialists; code review, reconciliation, and process docs lag delivery under go-live pressure.
Approach
Scoped RAG over approved corpora; copilots for review assist and knowledge retrieval with mandatory human gates.
Outcome
Faster specialist throughput without letting models write unreviewed production changes.

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S/4HANA advisory, applied AI, and engagement stay on the main consulting pages — this page is the use-case shelf only.