Articles & blog posts
Thinking you can use.
Practical guides to help operators frame a decision, understand the trade-offs, and choose what to do next.
Browse by business line
30 articles.
2023 archive
Articles and decision guides.
Multi-Region Architecture Without Multiplying Your CostsSelective data partitioning satisfies residency for regulated fields without duplicating whole platforms.When Back Office Outsourcing Became AI + Human HybridBy 2023, back office outsourcing had evolved from pure labor arbitrage to AI-augmented hybrid operations — combining intelligent automation with specialist human judgment.Sovereignty Requirements Reach Mid-Market BuyersResidency questions moved from enterprise RFPs into routine SMB procurement conversations.Odoo 17.0: AI-Assisted Sales & Inventory ForecastingOdoo 17.0 introduced AI-assisted sales forecasting and intelligent inventory optimization — bringing machine learning capabilities to mid-market ERP users at open-source economics.AI Training Data and Cross-Border TransfersModel training moves personal data internationally in ways most transfer documentation never described.What a 40% writing-time result does and does not proveA 2023 experiment found 40% less time on selected professional writing tasks, not automation of 40% of back-office tasks, jobs or costs.EU-US Data Privacy Framework Adopted: Third Time Lucky?The EU DPF decision dates to July 2023, the UK bridge to October 2023 and the Swiss decision and commencement to 2024. Later context is retrospective, and retained clauses are not automatic fallback coverage.Copilot and Workspace AI: Permissions Become the BottleneckAI assistants surface anything a user can technically access, exposing years of loose permissions.Return-to-Office Mandates Meet Data ResistanceAttendance policies without productivity evidence triggered attrition among the hardest roles to refill.Knowledge Retrieval Beats Knowledge StorageSearch quality, not volume of documentation, determines whether internal knowledge gets used.ChatGPT for ERP: Natural Language Queries Replace ReportsNatural language ERP interfaces in 2023 finally delivered on a decade of promises — enabling any employee to query business data in plain English without SQL, report builders, or analyst intermediaries.AI Meeting Assistants Enter Every CallAutomatic notes improved recall but raised consent, retention, and accuracy questions organizations ignored.SEC Cyber Disclosure Rules Make Incidents a Board MatterMateriality assessment within four business days requires pre-built decision processes.DORA (Digital Operational Resilience Act) Takes Effect: Financial Services Data SovereigntyDORA's 2023 implementation created new operational resilience requirements for EU financial services — mandating ICT risk frameworks, incident reporting, and third-party oversight.Shadow AI: Employees Paste Confidential Data Into ChatbotsUnmanaged AI use created disclosure paths that no DLP policy anticipated.AI-Generated Phishing Removes the Obvious TellsFluent, contextual lures defeated the grammar-based detection habits users were trained on.EU-US Data Privacy Framework: Third Time's the Charm?In June 2023, the proposed EU-US Data Privacy Framework was approaching an adoption decision. This dated commentary examines transfer controls and the risks of relying on a single mechanism.MOVEit: One File Transfer Flaw, Thousands of OrganizationsMass exploitation of a managed file transfer tool showed the reach of shared enterprise utilities.Outsourcing Contracts in the AI Era: Repricing Is ComingFTE-based pricing collapses when providers automate; outcome pricing protects both sides.Mattermost Adds AI Integrations: Open Source Meets LLMsMattermost's 2023 AI integrations gave sovereignty-focused organizations the ability to deploy LLM-powered collaboration without routing sensitive communications through external cloud AI services.E-Invoicing Mandates Spread Across Europe and AsiaReal-time reporting regimes turned invoicing into a regulated interface with tax authorities.Back Office Data as an AI AssetClean transaction history became training and grounding material — and a governance obligation.Microsoft Copilot for Teams: AI-Native Collaboration ArrivesMicrosoft Copilot for Teams brought AI-native collaboration to the world's most widely deployed enterprise platform — and raised urgent governance questions about data access, privacy, and AI oversight.AI Agents in Accounts Payable: Early Deployments ReviewedCoding, matching, and query handling improved measurably; approvals stayed firmly with humans.ERP for Professional Services Firms: Utilization Is the MetricBench time, realization, and project margin need daily visibility that generic ERP dashboards rarely deliver.NIS2 entry into force and national implementationNIS2 entered into force on 16 January 2023. Its October 2024 national transposition and application dates are distinct from country-specific implementation and enforcement.Integration Platforms Beat Point-to-Point ConnectionsiPaaS layers made system changes survivable by decoupling endpoints from business logic.SAP ECC 2027 Deadline: Decision Time ArrivesExtension options narrowed and migration capacity tightened, making delay the most expensive choice.Defending Against AI-Powered Attacks: The 2023 Arms RaceBy 2023, defending against AI-powered attacks required AI-powered defenses — as phishing quality, attack automation, and evasion capabilities all advanced through generative AI adoption by threat actors.Generative AI Inside ERP: Useful Features vs Marketing SlidesNarrative reporting and code assistance delivered value; autonomous transaction processing did not.