How do you choose the right integration platform for your organization?

Rob Stark
5 min readApr 20, 2022

It’s indispensable while you’re choosing a reconciliation stage that you comprehend your ongoing IT scene, your forward IT procedure and the bigger extent of what should be accomplished.

While surveying stages for their adequacy and effect you should consider your current framework scene, coordination draws near, engineer ranges of abilities, security, observing, progressed administrations, for example, IoT or stream examination as well as more extensive functional and support structures. A ‘amazing’ arrangement in disengagement that would require enormous scope changes in your labor force or that doesn’t supplement existing and future frameworks are most likely not good for reason.

The expense of a reconciliation stage is significantly something other than the expense of the licenses. You should likewise consider the expense of the talented individuals expected to create, keep up with and support the mixes. A few items underline lightweight advancement draws near, notwithstanding, it requires solid specialized mastery to create great outcomes.

What do we believe our design should seem to be?

Guaranteeing you have a plainly characterized engineering is significant, particularly with regards to reconciliation. A clear cut engineering empowers us to choose the suitable devices for quick element conveyance and essentially affects the progress of your future reconciliations.

It can likewise direct the exhibition, practicality, and future-sealing of your foundation.

Best practice engineering for a coordination stage ought to include 4 unmistakable layers: frameworks of record (SoR), combinations, administrations and channels.

Frameworks of record

Presumably inside your business you will have various center frameworks that you need to have the option to incorporate. These are the longstanding, primary frameworks that your association might have depended upon for a long time. Exclusively by freeing the information from these frameworks, whether on-premises or facilitated by a third gathering, can you make the most of the information inside your business and use it in manners that were already unimaginable.

These frameworks of record and the information inside them are in many cases business-basic and essential to the outcome of your association. Accordingly, you’ll need to treat them with care and have the option to normalize and control the turn of events and organization of these reconciliations at every possible opportunity.

Does your foundation of decision take into consideration best practices like constant coordination/ceaseless conveyance, Infrastructure as Code (IaC), adaptation control and arrangement pipelines? Does it incorporate with your current tooling? Is a framework as code approach accessible to help climate creation?

These inquiries are significant likewise with normalization and robotization, comes repeatable and unsurprising turn of events. You need to try not to be hindered in that frame of mind for every combination or gaining a new toolset without any preparation before you can start new mixes.

At last, you need to have the option to flawlessly converse with your frameworks of record, extricating a scope of information from these frameworks to be ingested into your coordination stage and freed for use by different applications and administrations.

Incorporation stage

Whenever you’ve recognized the important information from the frameworks of record, we’re into the joining layer, the actual stage and the ETL motor (remove, change, load) which is at the focal point of any coordination stage. The ETL motor is answerable for ingesting, purging, mixing and changing information into normalized or controlled organizations and designs, fit to be surfaced, questioned or examined.

Coordinating, combining and changing information is basic to the progress of your incorporation stage. Your ETL motor ought to give these, alongside other change capacities, which permit adjustments to the information. Instruments like Data Factory and Logic Apps from Azure, make this accessible with basic simplified usefulness. You ought to likewise search for devices that give you logs and examination, to screen and improve your ETL processes.

Anything the cosmetics of your ETL motor, whether it’s Azure parts or an in-fabricated motor from an iPaaS stage, it ought to empower you to implement information quality and information administration guidelines. Hence datasets from individual frameworks can be utilized together, and set up the information to be utilized by the help level or surfaced to clients at the channel level.


With your information changed, you are prepared to make that information accessible to the help layer. This layer is basically liable for presenting the information to your different client confronting channels. It is the surface region of your incorporation stage where overseen admittance to information can happen.

Information distributed from here ought to be normalized and seen from the perspective of your hierarchical tasks (not in light of SoR requirements and quirks). You may likewise wish to section your information for granular access from coordination stage buyers. This will be driven by a very much framed and implemented information engineering and administration procedure.

The administrations layer ought to furnish you with the capacity to uncover the information as RESTful APIs, for controlled admittance to changed datasets, and through a help transport, for uncovering more ‘hot’ or occasion/change-feed based information.

To be a genuinely coordinated framework the stage ought to interface with your previous hierarchical personality the executives (like Azure Active Directory). This works with access control, increment security and information administration while, simultaneously, guaranteeing consistency with the remainder of your IT scene.

With your administration layer designed, you can open your information to your channels and use it to further develop the encounters you give to your clients.


How do your clients draw in with you? Through electronic frameworks? A versatile application? An actual connection?

Investigation of the normal client channels will illuminate your choices about the previous layers of your design. Explicit use cases might require modified or collected APIs at the high level of a multi-level engineering as well as have special necessities around the client experience.

In this way your foundation ought to consider a “layering technique”, with portrayal and conglomeration of numerous SoR informational indexes and extraordinary APIs for various applications, while limiting duplication. Low-level framework APIs can introduce information all the more intently looking like that of the hidden SoR, mid-level APIs give sifted perspectives and capacities on top of the low-level APIs.

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Rob Stark

“Blogging is just writing — writing using a particularly efficient type of publishing technology.”