Its value is not limited to initial deployment. IT environments constantly change through patches, updates, and configuration drift, all of which can introduce operational and compliance risk. Acceptance to Run allows teams to group systems, define custom checks, and generate reports showing which systems are compliant and which are not. For example, a report may reveal that a server fails compliance because its CPU count is below the expected threshold. This makes deviations visible immediately, rather than months later after a service failure, helping organizations maintain control, reduce risk, and keep environments aligned with standards over time.

But recent events have proven otherwise. The AWS outage of October 20th disrupted thousands of businesses worldwide due to a single DNS resolution failure in the DynamoDB API for the US-EAST-1 region. That single point of failure rippled through global operations and its effects are still being felt.

The very next week, a global outage triggered by an “inadvertent configuration change” crippled Azure Front Door and associated platforms, including Microsoft 365, Minecraft, and Xbox Network. And in June of this year, Google Cloud went down taking Spotify, Snapchat, and Fitbit with it—for hours.

Collectively, these interruptions are estimated to have cost billions.

The most desired measure of system availability is the Five Nines, meaning a system or application is available and operational 99.999% of the time. That’s about five minutes and fifteen seconds of downtime per year or, if you like, 43 seconds per month. But this level of availability was never a guarantee from the hyperscalers.

Recent events show that even Four Nines (less than an hour of downtime per year) may be out of reach for hyperscalers. Cloud infrastructure after all is rented, not owned. Customers have no control over availability of the underlying systems; they can only trust that their cloud providers uphold the promise of resilience.

For many years, continuous-availability architectures (zero planned downtime plus highly resilient failover) have been the domain of mission-critical, on-prem systems like stock exchanges, telecom networks, and 911 emergency services.

Cloud computing hasn’t yet been able to reach that bar.

As more organizations move mission-critical workloads off-prem, CIOs are being forced to reevaluate risk. The assumption that cloud equals continuity has eroded. Now, the question isn’t whether to move, but how to do it safely.

The path forward starts with visibility. 

Enterprises should run an assessment of their cloud environments to uncover weaknesses in reliability, cost efficiency, and security posture. A well-executed architectural review identifies single points of failure, quantifies exposure, and helps balance performance with cost and resilience. The goal: Restore confidence in cloud operations by designing for availability, not just assuming it.

If your organization depends on continuous uptime, now is the time to take a closer look at what “resilient” really means in the cloud era. Start by assessing where your risk lives and what’s within your control.

About the Author

Mark Kujawski is a Principal Director at apiphani. He leads the company’s Advisory Strategy Practice.

SAP S/4HANA 2023 marks a decisive step toward the intelligent enterprise vision. Beyond being another technical upgrade, it delivers a platform where automation, embedded analytics, and AI-driven decision support come together to simplify operations and improve business outcomes.

1. Smarter Processes Through Automation

SAP has expanded automation capabilities across core business functions, eliminating repetitive tasks and enabling continuous operations. Here’s how.

SAP Build Process Automation Integration

S/4HANA 2023 integrates natively with SAP Build Process Automation (BPA) on SAP BTP, allowing customers to design low-code bots that execute SAP transactions, validate data, and trigger workflow approvals. Examples include automatic journal posting approvals, purchase order release workflows, and background invoice verifications.

Situation-Handling Enhancements

New Situation-Handling Templates automatically alert users when events deviate from expected business rules, such as delayed production orders, migration job failures, or overdue inspections. This enables the following proactive response model: The system detects, informs, and suggests corrective actions before users notice an issue.

Predictive and Preventive Maintenance

Manufacturing and supply-chain processes now benefit from machine-learning models embedded in S/4HANA 2023 that forecast equipment failures or quality issues. SAP calls this Predictive Quality Inspection — leveraging HANA ML and AI Core services. This brings true autonomous maintenance closer to reality.

2. AI and Machine Learning in Core Finance

Financial departments gain from the following intelligent features that reduce manual reconciliation and speed up close cycles:

• Machine-Learning Intercompany Reconciliation (ICR): Automatically detects and proposes matches for cross-company postings.
• Predictive Cash Flow Forecasting: Learns from historical patterns to estimate future liquidity positions.
• Smart Accruals and Automated Adjustments: Rules and ML-based triggers generate accrual postings automatically.

Together, these features redefine the Finance function as data-driven and exception-managed, rather than transaction-driven.

3. Embedded Analytics and Citizen Reporting

The 2023 release brings a new level of flexibility in embedded analytics:

• Drag-and-drop measure ordering, autofill capabilities, and bookmark sharing in the multidimensional grid.
• The “Manage KPIs and Reports” app now allows business users to create and publish analytical apps without developer help.
• PDF export and transportable bookmarks streamline management reporting.

This self-service analytics experience reduces dependency on IT, empowering functional users to become citizen analysts.

4. Governance, Security, and Master Data Intelligence

Data privacy and compliance remain a cornerstone. The new Business Partner Data Controller concept within S/4HANA 2023 introduces up to 10 controllers per record with new authorization objects for fine-grained data governance (B_BUP_DCPA, B_BUP_DCPD).

For master data synchronization, SAP Master Data Integration (MDI) enables federated governance across S/4HANA, Ariba, Concur, and SuccessFactors — a key step toward enterprise-wide data harmonization.

5. Connected Work Experiences

SAP continues bridging business processes with collaboration tools. Examples include:

• Native Microsoft Teams integration, which brings chat, file sharing, and approvals directly into Fiori apps.
• SAP Concur integration, which automates expense reconciliation and approval chains.
• Unified Attachment Service, which allows versioning, line-item attachments, and Outlook shortcuts — reducing manual document management.

The result: A connected, collaborative user experience that blends ERP transactions with modern workplace tools.

6. User Experience and Fiori 3.0 Evolution

With S/4HANA 2023, SAP further refines the Fiori 3.0 Quartz theme, improving accessibility, personalization, and tile organization.

Users can now reorder measures, create favorites, and personalize spaces according to their daily tasks. The interface feels faster, cleaner, and more consistent, which is key for adoption success.

7. Why Version 2023 Matters

S/4HANA systems running on versions 2020 or 2021 will reach end of mainstream maintenance in 2026. Upgrading to S/4HANA 2023 not only extends support but also delivers immediate value in the following ways:

• Reduced manual effort via automation
• Predictive insights embedded in business processes
• Stronger security and compliance posture
• Seamless integration with BTP automation and analytics services

8. Apiphani’s Perspective

At apiphani, we see S/4HANA 2023 as the turning point between digital core modernization and intelligent enterprise enablement.

Our AMS and BASIS teams are already helping customers upgrade to 2023 FPS03, implementing automation use cases in Finance, Supply Chain, and Basis operations (e.g., automated transport handling, archiving, and health monitoring via SAP Build).

The message to our clients is clear. Don’t treat your upgrade as a technical event. Make it a foundation for automation and intelligence.

Final Thoughts

SAP S/4HANA 2023 is more than a version update. It’s a shift toward autonomous ERP operations. By leveraging embedded AI, predictive analytics, and low-code automation, organizations can move from reactive management to proactive optimization.

If you’re still on an earlier release, the upgrade path to 2023 isn’t only about compatibility, it’s about capability.

About the Author

José López is a senior SAP technology leader with 20+ years of experience managing and optimizing mission-critical SAP environments. As Principal Director of SAP AMS, he leads end-to-end service delivery for large, complex SAP landscapes.

This recognition highlights José’s leadership in helping enterprises modernize and scale
their mission-critical applications. Please join us in congratulating José on this well-
deserved honor.

Read the full SmartDev announcement here: https://lnkd.in/gMswqe-H.

You can follow José on both LinkedIn and Medium.

The pipeline enables integration across cloud environments, databases, and third-party applications while supporting domain-driven data strategy and structured investment prioritization. It also includes migrating existing analytics environments using modern best practices for development and deployment, with the stated goal of accelerating data delivery and reducing total cost of ownership.