Solutions
We design data exchange between systems using ESB, ETL, and DWH so integrations are manageable and scalable.
Our clients
Integrations
The integration layer cures four ailments of rigid data exchange: data loss, cascading rework, source overload and inconsistency. ESB, Kafka and n8n solve different problems.
Routing, transformation, guaranteed delivery and low-code support of legacy exchanges.
Durable log: an event is stored, re-read, multiple consumers read at their own pace.
Fast orchestration of a process and AI steps where heavy event streaming isn't needed.
Point-to-point exchange
ESB and storage
With point-to-point exchange, data can be lost when one system fails: one system treats the message as delivered while the other never received it. We set up integrations so that if the connection drops, the message is treated as unprocessed and is delivered on the next pass.
In the old approach, any change in the source triggers a cascade of edits across all related flows. With us, a change in ERP or any other system affects only the source-to-storage connectors; for all consumers, everything stays unchanged.
Different systems need the same data, and consumers duplicate requests to the source, raising the load. Consumers query the storage instead, so load on the main source drops without reworking the system or adding resources.
To connect many similar consumers, such as retail outlets, the API is often built inside the system, and its downtime becomes a problem for everyone. We build API connectors as a separate service rather than inside the application, so they work independently of the source and handle high load.
Sources → warehouse → consumers
Source systems
Data bus (ESB) + storage
Consumers
By implementing ESB, we create a shared structured enterprise data repository: a Data Warehouse (DWH). Any analytics or reporting system can be connected to such a repository with ease because all data is already prepared. We design the repository architecture so that generating reports from large volumes of data does not reduce the speed of daily data exchange.
We log the key stages of each flow.
If an error occurs that needs attention, you get a Telegram message describing the error with a link to the details.
You respond to incidents proactively, not after users report them.
The support operator knows exactly where and what went off script, which helps resolve the incident faster.
We deploy a monitoring system from scratch or set up monitoring in your existing infrastructure.
We analyze the current IT architecture (AS-IS), work through data exchanges for key entities, design the TO-BE architecture, and prepare a transition roadmap, tool recommendations and documentation. You get a transition plan tailored to your business.
BPMN process diagrams, deployment and setup of components (ETL, storage, logging, monitoring), connector setup, log collection, documentation and training. This solves 80% of data-exchange problems between systems.
BPMN process diagrams, connector setup, log and monitoring collection, documentation and training. You get a single enterprise-wide exchange mechanism and complete data for analytics.
We use open-source solutions, so clients cut licensing costs with no risk of restrictions under different countries' laws. If you have preferences, we can also work with other products, including paid-license ones.
Graphical low-code studio for building connectors, part of Salesforce. We use the Community Edition.
Open-source web tool for the DevOps lifecycle: version control and access rights (role) management.
An open-source object-relational DBMS for data storage, under active development for more than 35 years.
Log storage, analysis, and search on the Elasticsearch platform for enterprise security and observability.
Dashboards on flow status: out-of-the-box data visualization and analysis across a wide range of sources.
ActiveMQ, RabbitMQ, Kafka; ETL - Ballerina, Nifi, Datareon, WSO2, MuleSoft; databases - MongoDB, Hadoop, Arenadata; BI - Yandex DataLens, Redash, Google Data Studio, Microsoft Power BI.
Material
We assessed how three popular integration types affect IT landscape quality and compiled the result into a compact comparison table. Submit a request and get the file for free.
Cases
Testimonials
The KT.Team team is a mature development partner. The delivery process is very clearly organized, and the smooth collaboration within the engineering team deserves special mention. When the team sees that the development process needs fine-tuning, it does it. During discussions, the team digs into the essence of the tasks and seeks to understand the business context. The work is aimed not at formally fulfilling the specification but at solving the real problem. Thanks to strong engineering expertise and product thinking, the team can be trusted not only with implementation but also with the architecture of the entire system.
The Muztorg group of companies has been working successfully with the KT.Team team for more than two years. The high professionalism of our partners helps us a great deal, as does their ability to combine well-structured project management with minimal formal constraints. I would especially like to note the friendliness and openness of the KT.Team staff.
You set a high standard for working with contractors. After you, dealing with others leaves a feeling of falling short of expectations.
We have been working with kt.team for more than a year, and in that time we have come a long way — from quickly launching a small website to an introductory catalog and several integrations. The team responded promptly to our requests and additions to the specification; together we tested several hypotheses and chose the ones that worked best. None of this prevented us from jointly creating a project with a modern design and functionality convenient both for users and for Maxxium employees.
We came to KT.Team with a request to set up a platform to easily connect clients, carriers and WMS in FM Logistic France. The result was successively achieved, and by now we have onboarded a big client on the new platform — it's a great result! I'd like to especially note very good reactivity and professionalism of the project managers, devs and ops who always help us.
You know our business better than we do!
