Data and Analytics

Benefit from all the data your business generates and needs in real time
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Gain the power to clarify and detail the picture of your business and market environment with data. Manage your company proactively, foreseeing the consequences of actions through prompt data collection and analysis. We craft a system that continuously provides the crucial insights you need to achieve goals and control the future.
UNLOCK DATA EXCELLENCE
When partnering with us, you obtain an end‑to‑end data collection and processing BI system that ensures accuracy, security, and real‑time insights. We minimize disruption and maximize positive impact at each stage, from seamlessly gathering information across every touchpoint to delivering live dashboards and predictive models.

Our Essential Steps to Turn Raw Data into Business Value

Data and Analytics

01. Data Ingestion Layer

We begin by unifying all your inputs: they can originate from industrial IoT sensors, PLCs, and SCADA systems on the factory floor, CRM or ERP databases, third-party APIs, log files, spreadsheets, e-commerce platforms, web forms, and more. Using enterprise-grade tools like Apache NiFi, Kafka, Logstash, Google BigQuery, AWS DynamoDB and Azure Data Factory, we automate and scale the flow of high-volume heterogeneous data into a centralized pipeline, ensuring nothing slips through the cracks.

02. Data Processing Layer

Once ingested, your raw data enters a transformation engine, where we clean, normalize, and apply custom business logic. We enrich records with external reference data, demographic, geospatial, or market feed to provide context and depth. Leveraging Apache Spark, dbt, pipelines, and Airflow orchestration, we guarantee that every data point is accurate, consistent, and analytics-ready.

03. Data Storage & Access Layer

The storage layer for processed data is arranged considering the specifics of your business and can combine cost-efficient Data Lakes on S3 or Azure Blob; high-performance Data Warehouses like Snowflake, BigQuery, or Redshift; or specialized time series databases such as InfluxDB and TimescaleDB. We implement role-based access controls, encryption-at-rest, and compliance guardrails (GDPR, HIPAA, SOC 2) so your information remains secure, auditable, and accessible only to authorized users.

04. Analytics & Visualization Layer

The robust data foundation allows for exploring and visualizing information in real-time. We use rich solution libraries from our Scaler cloud app, the Keras library, and advanced GenAI tools for clear visualization and analysis. We also plug into ML platforms, enabling rapid prototyping and deployment of predictive algorithms that drive informed decisions.

05. Orchestration & Monitoring Layer

To keep your data pipeline running smoothly, we automate workflows end-to-end using Apache Airflow, Azure Data Factory, Google Cloud Dataflow, or AWS Step Functions. Continuous monitoring with Prometheus and Grafana tracks performance alerts you instantly to ETL failures or data quality deviations while providing a real-time operational dashboard so you can fix issues before they impact the business.

06. Data CI/CD Layer

Adopting DevOps best practices for data, we implement automated testing, including data unit tests, schema checks, and regression tests, so every change to your transformation logic is verified before deployment. Using DataOps workflows, new pipelines, and transformations merge automatically into production, facilitating operations while preserving data integrity.

07. The Endgame: Data-Driven Impact

At the finish line, you and your teams enjoy fast access to clean, trustworthy data. You may rely on live dashboards for on-the-fly decisions. Your divisions leverage predictive models to optimize operations.

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A complete picture of your business

Making informed decisions requires integrating data from every aspect of your operations. Our solutions help you collect and connect data from all departments, turning scattered information into actionable insights. Manage with confidence, backed by real-time analytics from across your organization.

Related Experience

Computools' Product: Scaler

Systemize and scale your business with our intuitive, secure Scaler Cloud Platform - all by yourself, guided by your own business intuition and our proven methodology

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As a Software Engineering vendor and consulting partner, our team is notable for:

01. Professional practices

We are focused on delivering results and projects on time and to high-quality standards. Efficient resource use, process optimisation, and the application of advanced technologies are key components of our approach. For each field, we are always on top of industry best practices and the latest updates and trends.

02. Full transparency

Our commitment to open information sharing and clear communication is not just a principle, it's a value we hold. We believe that honest reporting of work processes, financial costs, and project progress is the foundation of trust and successful collaborations. By being transparent, we ensure that our teams and clients feel trusted.

03. Strategic development partner

We are focused on achieving the client's strategic goals, and ready to work together to develop metrics that will prove the effectiveness of our work and help the client achieve results through interaction with us. We hold ourselves to high standards of accountability to our customers, team and community. This includes clearly defining roles and responsibilities, respecting confidential data, being willing to accept responsibility for errors and mistakes, and adjusting our actions as necessary.

04. Individual approach

We constantly strive to innovate and improve the quality of our services. Developing our team's professional skills and introducing new technologies and working methods help us stay ahead of the competition and meet our customers' needs. We adapt to your unique needs and develop tailored approaches and processes to maximise the efficiency of your product.

Selected Cases

Explore and learn more about some of Computools' recently delivered projects

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CONTACT US

Get in touch with us to explore how our consulting and engineering expertise can help you achieve your goals. Use the form below or email us at info@computools.com

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