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Engineering blog

Field notes from the platform.

Perspectives and planning questions for software, infrastructure and managed operations.

A technology operations room with a large network map display.
Engineers reviewing AI infrastructure and workload telemetry in a datacenter environment.
AI··11 min read

Practical AI automation: what pays back in 90 days, and what does not

The hard part of AI automation is not the model. It is knowing which processes are worth touching. Most of the value sits in a narrow band, and most of the disappointment comes from projects that were outside it before anyone wrote a line of code.

By Ultiblob Engineering ·
Operations engineers reviewing backup and recovery status across multiple monitoring displays.
Infrastructure·

Business continuity and disaster recovery: the numbers you have not written down

Almost everyone has backups. Far fewer can state, in a number, how much data they can afford to lose and how long they can afford to be down. Until those two numbers exist, there is no plan — only equipment.

By Ultiblob Engineering · 11 min read
Security operations analysts reviewing identity and access telemetry on wall displays.
Compliance·

Microsoft 365 identity and security readiness: what is actually enforced now

Most tenants were configured correctly once, then drifted for four years. Microsoft has spent two of those years turning recommendations into enforcement. Here is what is actually mandatory, what it breaks, and the order to fix it in.

By Ultiblob Engineering · 12 min read
A senior engineer and business owner reviewing a technology implementation journey.
Infrastructure·

Planning a consistent hybrid-work experience

Start with the tasks people need to complete, the applications they use and the places they work. A useful brief describes the experience required across those locations before selecting a desktop or remote-access product.

By Ultiblob Engineering · 1 min read
Instructor guiding students through a hands-on hybrid cloud training lab.
Infrastructure·

Questions to resolve before an Azure Local project

Write down why the workload needs to run in the proposed location. Business requirements, dependencies and operating responsibilities should guide the evaluation.

By Ultiblob Engineering · 1 min read
An operations team arranging abstract automation workflow blocks in a premium office.
Engineering·

Planning application delivery from brief to operation

A delivery plan connects the business goal to acceptance criteria, dependencies, review points and operational ownership. The schedule follows that scope.

By Ultiblob Engineering · 1 min read
Editorial infrastructure thumbnail with private cloud racks and abstract chart shapes.
Infrastructure·

Compare hosting costs with explicit assumptions

A useful hosting comparison starts with the same workload and service scope on both sides. Document capacity, storage, traffic, support, recovery and licensing requirements.

By Ultiblob Engineering · 1 min read
Managed IT support engineers collaborating in a calm network operations center.
Operations·

Defining human responsibility in AI-assisted operations

An AI-assisted operating model needs clear boundaries. Specify what a tool may observe, what it may recommend and which actions require approval.

By Ultiblob Engineering · 1 min read
Abstract trust and compliance visual over a clean datacenter corridor.
Compliance·

Make identity and access boundaries part of the project brief

Begin by identifying users, applications, devices and the information each workflow needs. Document who approves access and the evidence required to maintain it.

By Ultiblob Engineering · 1 min read
Healthcare leaders and an IT specialist reviewing an abstract operations dashboard.
Compliance·

Healthcare hosting questions for an initial scoping conversation

Start with the clinical and front-office workflows the proposed service would support. Identify application dependencies and where sensitive information may be stored, processed or exchanged.

By Ultiblob Engineering · 1 min read
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