We combine analytics engineering expertise with clean implementation. Our teams understand the technical complexity of modern data stacks and the business context behind analytics decisions, delivering systems that get used.
Build Data Infrastructure That Scales With Your Growth
Build analytics foundations that support decision-making at enterprise scale.
👋 Partner with data engineers.
Trusted and top rated tech team
Analytics systems engineered for strategic decisions
Curotec turns information chaos into a competitive edge by creating high-performance analytics systems. We unify fragmented sources, build real-time processing pipelines, and enable self-service business intelligence with a focus on technical excellence and streamlined implementation.
Our capabilities include:
- Real-time processing infrastructure architecture
- Business intelligence dashboard development
- Data warehouse design & optimization
- Analytics API & microservices integration
- Machine learning model deployment
- Compliance & governance frameworks
Who we support
From scattered spreadsheets to real-time dashboards, we solve analytics challenges at every stage. Our engineers work with your workflows to improve how your organization uses information.
Startups Struggling with Reporting
Your team spends hours collecting data across platforms. We create automated pipelines to cut manual work and provide reliable metrics for investor updates and strategic planning.
Scale-Ups Outgrowing Tools
Google Sheets isn't cutting it anymore, and your BI setup crashes under load. We design data architecture that scales with your users and handles complex queries without strain.
Enterprises Breaking Information Silos
Incompatible tools across departments make company-wide insights impossible. We unify information sources and provide reporting that gives leadership full visibility.
Ways to engage
We offer a wide range of engagement models to meet our clients’ needs. From hourly consultation to fully managed solutions, our engagement models are designed to be flexible and customizable.
Staff Augmentation
Get access to on-demand product and engineering team talent that gives your company the flexibility to scale up and down as business needs ebb and flow.
Retainer Services
Retainers are perfect for companies that have a fully built product in maintenance mode. We'll give you peace of mind by keeping your software running, secure, and up to date.
Project Engagement
Project-based contracts that can range from small-scale audit and strategy sessions to more intricate replatforming or build from scratch initiatives.
We'll spec out a custom engagement model for you
Invested in creating success and defining new standards
At Curotec, we do more than deliver cutting-edge solutions — we build lasting partnerships. It’s the trust and collaboration we foster with our clients that make CEOs, CTOs, and CMOs consistently choose Curotec as their go-to partner.
Helping a Series B SaaS company refine and scale their product efficiently
Why choose Curotec for analytics infrastructure?
1
Extraordinary people, exceptional outcomes
Our outstanding team represents our greatest asset. With business acumen, we translate objectives into solutions. Intellectual agility drives efficient software development problem-solving. Superior communication ensures seamless teamwork integration.
2
Deep technical expertise
We don’t claim to be experts in every framework and language. Instead, we focus on the tech ecosystems in which we excel, selecting engagements that align with our competencies for optimal results. Moreover, we offer pre-developed components and scaffolding to save you time and money.
3
Balancing innovation with practicality
We stay ahead of industry trends and innovations, avoiding the hype of every new technology fad. Focusing on innovations with real commercial potential, we guide you through the ever-changing tech landscape, helping you embrace proven technologies and cutting-edge advancements.
4
Flexibility in our approach
We offer a range of flexible working arrangements to meet your specific needs. Whether you prefer our end-to-end project delivery, embedding our experts within your teams, or consulting and retainer options, we have a solution designed to suit you.
Our expertise in analytics and business intelligence
Real-Time Data Processing
Your dashboards update instantly, not hours later. Stream processing pipelines handle fast information and deliver insights when they matter most.
Custom ETL Pipeline Architecture
Extract info from any source, transform it to fit your needs, and load it where your team needs it—no vendor lock-in or proprietary formats.
Self-Service Analytics Platforms
Business users get the intelligence they need instantly, with role-based access and simple interfaces delivering insights directly to stakeholders.
Data Warehouse Optimization
Sub-second query responses on billion-row datasets. Indexing, partitioning, and materialized views keep reports smooth as data scales.
Machine Learning Pipeline Integration
Deploy models that automatically learn from current metrics. MLOps workflows manage training, validation, and deployment without manual effort.
Compliance & Data Governance
Stay compliant without slowing development. Automated record tracking, retention policies, and audit trails that scale with your organization.
Our approach to data infrastructure technology
Processing Pipeline Frameworks
Curotec builds reliable ETL/ELT workflows that handle information transformation at scale with proper error handling and monitoring.
- Apache Airflow – Workflow orchestration platform with DAG-based scheduling, dependency management, and visual monitoring dashboards.
- dbt – SQL-first transformation framework with version control, testing, and documentation built into the development workflow.
- Apache Kafka – Distributed streaming platform for real-time data pipelines with exactly-once delivery guarantees and fault tolerance.
- Prefect – Modern workflow engine with dynamic task generation, conditional logic, and hybrid cloud deployment options.
- Luigi – Python-based pipeline framework for complex batch processing with dependency resolution and failure recovery.
- Apache NiFi – Data integration tool with visual flow design, content routing, and transformation capabilities for complex data movement.
Analytics & BI Platforms
Our team deploys business intelligence solutions that give stakeholders self-service access to insights without overwhelming your team.
- Tableau – Enterprise visualization platform with advanced analytics, embedded dashboards, and governed data source connections.
- Power BI – Microsoft’s analytics suite with natural language queries, automated insights, and seamless Office 365 integration.
- Looker – Modern BI platform with Git-based version control, reusable data models, and API-first architecture.
- Metabase – Open-source analytics tool with intuitive query builder, automated reporting, and embedding capabilities.
- Apache Superset – Scalable BI platform with rich visualizations, SQL Lab for ad-hoc analysis, and role-based access controls.
- Grafana – Observability platform with real-time dashboards, alerting, and support for multiple data source integrations.
Storage & Warehouse Solutions
We implement analytics storage architectures optimized for analytical workloads with automatic scaling and cost-effective pricing models.
- Snowflake – Cloud data warehouse with separate compute and storage scaling, zero-copy cloning, and pay-per-query pricing.
- Amazon Redshift – Managed data warehouse with columnar storage, automated backups, and machine learning integration.
- Google BigQuery – Serverless analytics platform with standard SQL support, automatic scaling, and built-in machine learning functions.
- Databricks – Unified analytics platform combining data lakes, data warehouses, and MLOps with collaborative notebooks.
- ClickHouse – Column-oriented database optimized for real-time analytics with sub-second query performance on billions of rows.
- Apache Druid – Real-time analytics database designed for OLAP queries on event data with sub-second response times.
Stream Processing Engines
Curotec’s engineers manage high-speed information streams with low-latency processing that stays accurate under changing loads.
- Apache Flink – Stream processing framework with exactly-once guarantees, event time processing, and savepoint recovery.
- Apache Spark Streaming – Micro-batch processing engine with unified batch and stream APIs, fault tolerance, and dynamic scaling.
- Kafka Streams – Java library for building real-time applications with stateful processing, windowing, and exactly-once semantics.
- Apache Storm – Distributed computation system for processing unbounded streams with guaranteed message processing.
- Amazon Kinesis – Managed streaming platform with automatic scaling, real-time processing, and integration with AWS analytics services.
- Pulsar – Cloud-native messaging platform with multi-tenancy, geo-replication, and tiered storage capabilities.
Monitoring & Observability
We track system health, information quality, and performance metrics with automated alerting and comprehensive monitoring collection.
- Prometheus – Time-series monitoring system with dimensional data model, flexible queries, and efficient storage.
- DataDog – Full-stack monitoring platform with APM, log management, and custom dashboards for data pipeline visibility.
- Great Expectations – Data validation framework with automated profiling, expectation suites, and data documentation generation.
- Apache Griffin – Data quality platform with batch and streaming validation, anomaly detection, and lineage tracking.
- Monte Carlo – Data reliability platform with automated data monitoring, incident detection, and impact analysis.
- Soda – Data quality testing framework with SQL-based checks, automated monitoring, and integration with CI/CD pipelines.
ML/AI Development Tools
Our engineers build ML operations that automate model training, validation, and serving alongside your analytics workflows.
- MLflow – Open-source platform for ML lifecycle management with experiment tracking, model registry, and deployment capabilities.
- Kubeflow – Kubernetes-native ML platform with pipeline orchestration, distributed training, and model serving components.
- Apache Spark MLlib – Scalable machine learning library with distributed algorithms, feature engineering, and model evaluation tools.
- TensorFlow Extended (TFX) – Production ML platform with data validation, transform preprocessing, and model analysis components.
- Weights & Biases – ML experiment tracking with hyperparameter optimization, model versioning, and collaborative reporting.
- H2O.ai – AutoML platform with automated feature engineering, model selection, and interpretability tools for business users.
FAQs on analytics infrastructure development
How do you keep analytics costs under control?
We use query optimization, automated data policies, and cost monitoring from day one. You’ll get predictable monthly bills, not surprise charges during usage spikes.
What if our information is a mess?
We’ve handled tougher challenges. Our team thoroughly analyzes your sources, resolves quality issues, and designs robust pipelines to standardize your information—all while preserving your historical records.
Can you work with our current BI tools and databases?
Absolutely. We create integration layers for Tableau, Power BI, or your database, enhancing performance and adding new features.
How quickly can your team understand our business?
In the first week, we learn your key metrics, processes, and reporting needs. Most clients see meaningful dashboard improvements within 30 days.
What if the processing pipeline breaks in production?
We include monitoring, alerts, and automated failovers in every pipeline. You’ll get instant notifications with clear steps for troubleshooting and rollback.
How do you handle sensitive info and compliance?
We implement governance frameworks with role-based access, audit trails, and encryption. Your compliance team gets the documentation and controls needed for audits.
Ready to have a conversation?
We’re here to discuss how we can partner, sharing our knowledge and experience for your product development needs. Get started driving your business forward.
