Data Pipelines

Seamless data integration and robust ETL/ELT pipelines that connect, transform, and deliver data across your entire ecosystem

Data Sources and Ingestion

Connect every critical data source across your landscape and deliver it to AI workloads with reliable, scalable ingestion patterns.

🌐

Diverse Source Connectivity

Integrate structured and unstructured data from databases, SaaS platforms, APIs, and IoT devices with pre-built and custom connectors.

Real-time & Batch Ingestion

Employ streaming and scheduled ingestion pipelines that balance throughput and latency across both real-time and batch workloads.

♻️

Change Data Capture (CDC)

Capture incremental changes from transactional systems with CDC patterns that keep downstream AI models synchronized without reprocessing full datasets.

Data Processing and Transformation

Convert raw feeds into AI-ready datasets through automated data preparation, enrichment, and feature engineering pipelines.

🧼

Data Cleaning & Normalization

Standardize and validate inputs with automated profiling, cleansing, and normalization rules tailored to each domain.

Enrichment & Aggregation

Blend internal and external datasets, aggregate key metrics, and create business-friendly data models optimized for analytics and AI.

🧠

Embedding Generation

Generate vector embeddings for textual and semi-structured data, enabling advanced semantic search, personalization, and machine learning use cases.

Orchestration and Automation

Coordinate complex data ecosystems with centralized orchestration that automates workflows, enforces governance, and keeps AI delivery on schedule.

🧭

Central Control Plane

Manage every pipeline from a single console with reusable templates, environment management, and policy-driven guardrails.

🔁

Automated Runbooks

Turn manual scripts into automated runbooks that standardize execution, enforce SLAs, and support self-service operations.

🤝

Integrated Collaboration

Connect data engineers, ML teams, and business stakeholders with shared dashboards, approval workflows, and automated notifications.

Workflow Automation and Scheduling

Automate complex pipelines with dynamic scheduling, event triggers, and time-aware execution that keeps data flowing to AI workloads.

⏱️

Adaptive Scheduling

Leverage cron, event-based, and on-demand triggers that adapt to workload priorities, ensuring timely delivery for downstream analytics and AI.

🧮

Resource Optimization

Balance compute and storage resources with intelligent scaling policies that prevent bottlenecks and contain operational costs.

🔔

Alerting & Escalation

Configure multi-channel alerts with escalation policies that keep cross-functional teams informed before deadlines are missed.

Dependency Handling and Recovery

Protect critical AI initiatives with dependency-aware orchestration that anticipates failures, automates recovery, and maintains compliance.

🧷

Dependency Graphing

Visualize upstream and downstream dependencies to orchestrate safe execution paths and understand business impact before changes go live.

🛡️

Automated Rollbacks

Implement automated rollback and retry logic that isolates failures, preserves data quality, and keeps pipelines compliant with SLAs.

🧯

Incident Response Playbooks

Codify response procedures with automated ticketing, stakeholder updates, and post-incident analytics to accelerate resolution.

Continuous Monitoring and Performance Tracking

Maintain peak pipeline health with observability, automated diagnostics, and feedback loops that evolve with your AI strategy.

📡

Unified Observability

Consolidate metrics, logs, and traces across pipelines to detect anomalies early and correlate performance with business outcomes.

📈

Performance Benchmarking

Track throughput, latency, and cost KPIs with benchmark dashboards that highlight optimization opportunities and capacity needs.

🔄

Closed-loop Improvement

Feed monitoring insights back into backlog planning with automated root-cause analysis, A/B experimentation, and continuous improvement cadences.

Discover how we help businesses achieve their goals

Ready to Build Robust AI & Data Pipelines?

Let's discuss how VRIBA can streamline your data integration and unlock real-time insights

Explore Solutions

Message Sent Successfully!

Thank you! Your message has been sent successfully. Our team will get back to you soon.