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Self-hosted AI agent vs commercial platform: costs, risks, and returns

by Alejandra. Vital | Aug 14, 2026 | Blog

A proprietary agent offers control, customization, and intellectual property, but requires more investment, talent, and governance. A commercial platform reduces implementation time, although it introduces variable costs and vendor dependency. For the majority of companies, the...

Beyond the Business Case: How to validate investment hypotheses using predictive models

by Alejandra. Vital | Aug 11, 2026 | Blog

A manufacturing client was about to commit $ $8 million on a new production line. The investment committee had already approved the budget. The supplier had the timeline ready. The signature was missing. Before that moment arrived,...

Total cost of ownership of an AI project: what to include in the budget

by Alejandra. Vital | August 7, 2026 | Blog

The total cost of ownership of an AI project includes diagnosis, data preparation, development, integration, model consumption, infrastructure, security, governance, adoption, operation, and retirement. Budgeting solely the pilot distorts the ROI: the...

Automation of IT and SecOps operations: how to stop operating in a reactive mode

by Alejandra. Vital | August 5, 2026 | Blog

To abandon reactive operations, IT and SecOps must connect telemetry, ITSM, CMDB, SIEM, endpoint tools, and automated runbooks. The priority is not to automate everything, but to intervene on frequent, measurable, and reversible processes. The result should be...

How to present an investment thesis in Data and AI that an board of directors cannot reject?

by Alejandra. Vital | August 4, 2026 | Blog

The real problem: the advice-givers no longer want to hear about «ROI.» I’ve spent enough years sitting on the technical and advisory side to recognize that the pattern only really starts to emerge as the presentation begins. The IT team or the CIO opens with architecture. It talks about models, about...

Backups and Disaster Recovery in Azure: What your company should consider

by Brenda Mendozaa | July 31, 2026 | Blog

A recovery strategy in Azure should combine backups, replication, security, region-based recovery, and periodic testing. Azure Backup protects data and recovery points; Azure Site Recovery maintains replicated workloads and orchestrates failover. The...
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Scanda Group

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