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Databricks Engineering

Production-grade data platforms, engineered on Databricks

We design, build, and scale the Databricks platform that unifies it -  from legacy migration and real-time pipelines to production AI. One coherent data ecosystem instead of fragmented, siloed infrastructure.

Advantage

Consolidate your data ecosystem and close the gap from data to decision

Databricks brings every data workload - pipelines, governance, analytics, and AI - into a single, unified platform engineered to handle the full complexity of enterprise data at scale.

One version of truth, across every team

Replace scattered data lakes, inconsistent ETL jobs, and siloed reporting with a single, unified Databricks platform. Every team works from the same data, and the time from question to answer collapses from days to minutes.

Unblock innovation

Aging infrastructure costs more every year while delivering less. Migration feels risky, but standing still means compounding tech debt and steadily losing competitive ground.

AI that reaches production

Most ML models stay in notebooks. We deploy them. From model governance and monitoring to GenAI grounded in your proprietary data, we build AI infrastructure that delivers measurable business outcomes - not just PoCs.

Services

Data platform modernization

Replace fragmented legacy systems with a unified, future-ready data foundation.

Legacy Migration

Your operations continue uninterrupted while legacy data warehouses and on-premise systems move to a unified Databricks platform

Unified Data Architecture

A layered data structure (raw - refined - business-ready) that gives every team reliable, consistent, and fast access to the same data.

Performance & Cost Optimization

Reduce query costs by 30–50% through intelligent storage and processing strategies, turning infrastructure spend into a competitive advantage.

Services

Scalable data operations

Reliable, scalable data delivery - from source to decision.

Real-Time Data Processing

Up-to-date insights for both operational and analytical use cases, backed by continuous ingestion and processing of high-volume data streams.

Automated Data Quality

Built-in validation and monitoring at every stage of the pipeline, so bad data is caught before it reaches business users.

End-to-End Orchestration

Complex, multi-step data workflows run reliably and on schedule - natively on Databricks or integrated with your existing tools.

Services

Data Governance & Compliance

Control who accesses what — across every team, system, and regulation.

Centralized Access Control

A single point of control over data access, implemented through Unity Catalog — Databricks’ native governance layer. Reduce risk without slowing down the business.

Audit & Regulatory Compliance

GDPR, financial, and industry-specific compliance requirements met through automated tracking of data movement and usage.

Secure Data Sharing

Share live, governed data with internal teams, partners, or suppliers — without copying or duplicating datasets.

Services

AI & Generative AI

From proof of concept to business impact.

Production-Ready AI

Machine learning models that move from experimentation to deployment with governance, monitoring, and reliability built in from day one.

Generative AI on Your Data

Build LLM-powered applications grounded in your proprietary data, enabling intelligent search, automation, and decision support without exposing sensitive information.

AI Agents & Automation

Design and deploy autonomous AI agents using Databricks' native agent framework — capable of reasoning, taking actions, and completing multi-step business tasks with minimal human intervention.

Consistent AI Operations

Centralized management of data inputs and model versions, ensuring AI outputs remain accurate and consistent as your business scales.

Why Grape Up?

Proven data expertise

End-to-end data platform expertise

We understand the full Databricks ecosystem — cloud infrastructure across AWS, Azure, and GCP, CI/CD for data, and deep integration with your existing stack. Data platforms are a core capability at Grape Up, not a service added to a broader portfolio.

AI-native by design

For us, Databricks is not just an ETL platform. We build every data platform with AI readiness built in from day one — from feature stores and MLOps workflows to GenAI agents and autonomous AI applications. This connects directly to our AI & Advanced Analytics practice.

Engineering over presentation

We are engineers, not PowerPoint consultants. We deliver working code, infrastructure as code, and teams that embed directly with your developers — hands-on from architecture to deployment.

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Capabilities:
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