Discuss your project

Systems & Infrastructure

Design the platform around the business it must support.

Know where each application should run, what it costs to keep running and who will look after it, before the purchase order is signed.

Discuss your infrastructure projectSee the kinds of work

First conversation free. Scope and price in writing before any access.

Delivered on Azure and your servers, storage and networks.

Choose where it runsIllustration

Choosing where an application runs: the application and its data with capacity, connectivity and recovery requirements, on-site servers and cloud services as the options, and a backup and recovery plan with restore tests, a runbook and a named owner.

Planned firstThe application and its data set the capacity, connectivity and recovery requirements. Your own servers and cloud services are weighed against them, and backup and recovery are planned with restore tests, a runbook and a named owner before anything is bought.

Illustrative sample · constructed example

Compare the same workload before choosing its home.

Illustrative workload · document-processing service

Decision input

Can this workload tolerate losing the external connection?

Workload placement / decision criteriaIllustrative
CONCEPT / DOCUMENT PROCESSING01 / DESIGN STUDY
Business applicationRequests · documents · processing queue
Local operating boundary
Processing serviceCompute · application runtime
Read / write / queue
Local data + pending workStorage · access · queue state
↳ Recovery design Restore target + operating owner
External connectionWhat still runs if this fails?
Connected cloud services
Cloud processing / syncCapacity · transfer · identity
Synchronizing data and keeping the local service running are separate design questions.
DECISION POINTAgree requirements before recommending the destination.
Workload placement / decision criteria: constructed inspection record
RequirementDesign implicationSample review
External link outageLocal processing and cloud synchronization need separate failure paths.Requirement unknown
Peak demandSize compute, storage and the queue against the same workload.Measurement required
RecoveryName the restore target, recovery owner and test.Target to agree
Operating costInclude support, connectivity, backup and the team running it.Comparable costs needed

Conceptual design. The local option remains conditional on capacity, recovery and support evidence.

Reference guidance: failure mode analysis
Evidence
Peak demand, acceptable interruption and recovery target are missing.
Decision
Insufficient evidence to recommend
Next action
Measure demand and agree operating and recovery requirements before pricing equivalent options.

Illustrative comparison, not procurement advice. No cost total or savings estimate is invented.

Inspect the wider infrastructure model

Illustrative systems architecture

Where it runs is
only the first decision.

One platform model.
Three ways to test the design.

Scroll across to inspect placement and recovery paths.

Systems architecture: Where it runsCompare data location, network connections and capacity with the skills and time your team has to run the service. Recognizable cloud compute, storage and private server racks are connected by shared identity and networking. Recovery requires protected data, alternate capacity and a tested procedure. Operations requires a named owner and a handover record.Business workloadApplications + dataRequirements before placementDESIGN REQUIREMENTSData location · capacity · recovery · operating ownerCLOUD SERVICESComputeStoragePRIVATE INFRASTRUCTUREServers + local capacityPrimary serviceCompute unavailableShared identity & network connectionsPlacement decisionCompare options against the workload requirements.Private AI is an optional, separately qualified capability.Isolated recoveryProtected dataAgreed restore pointRecovery needs a test.Data · identity · network · capacityA drawn route is not a proven restore.Operating recordRunbook · changes · test evidenceNamed operating ownerMonitor · respond · approve changesSupport and supplier responsibilities agreed.
Business workload
Cloud capacityPrivate capacity

Shared identity · data paths · connectivity

Choose a location based on data requirements, capacity and who will run the service.

Where it runs / decision lens

The workload chooses the platform.

Compare data location, network connections and capacity with the skills and time your team has to run the service.

Which applications, data and connections are affected when the service moves?

Location choices · connected systems · capacity estimates

When the workload requires accelerated compute: Private AI & High-Performance InfrastructureQualified capability within Systems Engineering.

Illustrative reference architecture. Failure inspection is a design scenario, not live infrastructure telemetry.

When to involve us

Resolve the design questions before the purchase order.

  • Your systems are outgrowing the current setup.

    Growth, consolidation or limited capacity means deciding what to keep, move or replace, in cloud or on your own infrastructure.

  • A major commitment needs a technical review.

    A proposed design, supplier quote, or renewal needs to be tested against workload demand, failure modes, and operating cost.

  • The new platform has not been tested for handover.

    Agree performance and recovery tests, monitoring and operating instructions before your team takes responsibility.

Five engagements

The right scope for the next infrastructure decision.

Start with a new design, a review of a supplier proposal, or a check of an existing platform. The proposal states what you receive, what it costs, what is excluded and how the result will be tested.

Prior work and reading

What we can show you for infrastructure work.

Completed projects, prior experience and illustrative examples are kept separate on the Results page. These are the two records that apply here.

Prior delivery experience · contract scope

Permissions and cost visibility in a cloud subscription

A prior engagement concerned access permissions and cost visibility in Azure.

The underlying contract record is not published here. No cost reduction or access result is inferred from the contract category.

See prior infrastructure experience

From Insights · Decision guide

Is Cloud Storage Cheaper Than Owning Your Own Server?

Compare the complete service: storage, access, backup, recovery, administration and migration. Cloud can cost less, but a drive price and a cloud gigabyte price do not answer the same question.

Read the article

What you keep

A decision your team can trace.
A platform they can own.

How a project runs

The handover is a System guide: the target design, the tests run and their results, open issues and operating instructions.

  1. 01 / Architecture

    Target design, dependency map, capacity assumptions, and the reasons behind material choices.

  2. 02 / Buying requirements

    Procurement requirements, supplier responsibilities, cost assumptions, and acceptance obligations.

  3. 03 / Acceptance

    Agreed performance and recovery tests, recorded results, exceptions, and approval responsibilities.

  4. 04 / Operations

    Monitoring requirements, runbooks, support boundaries, and named operational owners.

Within this practice

Private AI starts with a workload and an investment case.

For a defined AI use case, compare a dedicated platform with hosted alternatives. We assess data needs, computing capacity, cost and who would run it before recommending further investment.

Explore private AI feasibility

How you know the work is good

Judge it by what you can inspect.

The method is written down, the sample records open and the demo can be broken on purpose. Read it the way your technical owner would.

How a project runs

A first conversation, free. An agreed scope with a named technical lead in the proposal. The price fixed in writing before we are given access. Checks before handover.

How we work
What is checked

Release checks, access test matrices and ownership maps. Constructed inspection records on the service pages show the standard before you buy.

See sample deliverables
What you keep

A System guide: what was agreed, what changed, what was tested and what remains open. With it, the scripts and check results behind the work.

Start with the constraints

What needs to run?
What needs to change?

Discuss your infrastructure project

Tell us what your applications need, the purchase or deadline ahead, and who will manage the system. We identify the design or review needed before you commit.

Your team names a sponsor to approve the work and a technical owner to coordinate it. AZ Innovations defines the design, connected-system requirements, tests and delivery coordination included in the scope. Licensed engineering and specialist trade work is performed by qualified delivery partners where required.

First conversation free. Scope and price in writing before any access.