Databricks Services

Enterprise Databricks Execution.

We stabilize pipelines, improve data reliability, and move real workloads into production.

A consulting partner embedded with your team, focused on execution, not theory.

Production. Not POCs

Reliability built in

Clear path to scale

Generative AI

Turn your enterprise data into intelligent, governed AI

Databricks' Data Intelligence Platform brings data, analytics, and AI together on a single foundation. With Mosaic AI, organizations can build, tune, and serve private LLMs securely using their own data.

KData operationalizes Generative AI on Databricks from strategy to production using proven frameworks and certified expertise.

Data readiness. AI outcomes. Without the complexity.

What We Help You Achieve

Assess & Prepare

Evaluate data readiness, governance, and AI maturity to identify high-impact LLM and RAG use cases.

Build & Integrate

Deploy Mosaic AI, Unity Catalog, Delta Live Tables, and Databricks Workflows for governed Generative AI.

Operationalize & Monitor

Apply MLOps and AutoDQ to validate data quality, optimize workflows, and ensure responsible AI delivery.

Adopt & Scale

Enable business units to use natural-language interfaces (text-to-SQL, copilots, chatbots) safely across the enterprise.

Agentic AI

Turn enterprise data into intelligent, governed AI agents

Identify high-value agent use cases

Pinpoint where intelligent agents create measurable impact (customer support, document intelligence, operations, compliance).

Design agent architectures on Databricks

Using Agent Bricks, Vector Search, and OpenAI models on the platform to build agents that reason over your governed Delta data.

Build and deploy production-ready agents

Integrate agents into your existing data ecosystem, connect them to your systems, and automate their workflows.

Ensure governance, security, and reliability

Unity Catalog, AI Gateway, lineage, access controls, monitoring, and evaluation pipelines implemented end-to-end.

Integrate AI into your data pipelines

GenAI-enabled ETL with Lakeflow: ingest, classify, summarize, extract actions, generate knowledge, and deliver outputs at scale.

Enterprise-safe AI agents grounded in your data, fully governed, and ready to drive value across the business.

Core Services

Why Enterprises Hire Databricks Experts

Complex challenges require specialized expertise. Here's how KData accelerates your Databricks success.

Migration Platforms

Teradata Netezza Snowflake Redshift Hadoop Oracle Legacy Data Lake +15 More

Databricks Migrations from Legacy Data Warehouses

Legacy SQL, ETL, and data warehouse logic must be translated, validated, and optimized for Databricks.

With BladeBridge acquisition, we leverage AI-powered migration tools to automate refactoring and validation across 20+ platforms.

Data Quality for Databricks Pipelines

Without robust validation, downstream analytics and AI models suffer. Most teams lack scalable frameworks for continuous quality checks.

AutoDQ: 200+ pre-built rules, schema-derived checks, GenAI explanations. Teams validate data in hours, not weeks.

Databricks Performance & Cost Optimization

Inefficient Delta Lake queries and poorly tuned clusters lead to high cloud bills and slow runtimes.

Proven playbooks from Canada's largest Databricks deployments cut costs and speed up queries.

Extended Capabilities

Governance, ML, and Talent

Governance & Security with Unity Catalog

Scaling adoption requires fine-grained access control, lineage, and compliance across business units.

From Unity Catalog to Collibra/Purview integration, we deliver governance architectures that satisfy auditors and empower analysts.

AI & Machine Learning Enablement

Many enterprises struggle to operationalize ML beyond notebooks.

Certified ML engineers productionize Mosaic AI, MLflow, and feature stores for forecasting, recommendation, and NLP at scale.

Rapid Databricks Talent Augmentation

Hiring and training Databricks talent takes time your project doesn't have.

Just-in-time delivery places certified architects and engineers in days — without paying for idle bench time.

Expert Roles Available

Certified professionals ready for rapid deployment:

Databricks Architects Data Engineers ML Engineers

SAP Integration

SAP + Databricks Integration

SAP holds the most business-critical enterprise data, but extracting, integrating, and activating it for analytics and AI is difficult, slow, and costly. Traditional solutions often lose SAP context.

KData understands the SAP + Databricks partnership. We help enterprises combine SAP's curated business data with Databricks' AI, SQL, and governance capabilities — without duplication or ETL workarounds.

Use Cases

Credit underwriting & claims automation

Supply chain forecasting & inventory optimization

Predictive quality in manufacturing plants

Customer 360 views & churn prediction

Geospatial, media-mix, and service log analysis

Public sector compliance & open-source intelligence

SAP Data Integration Capabilities

Zero-copy Delta Sharing

Share data without duplication across platforms.

Unity Catalog Governance

Unified access control and lineage tracking.

Domain-specific GenAI Models

AI models trained on your SAP business context.

Real-time SQL Analytics

Immediate insights from SAP data on Databricks.

KData Accelerator

AutoDQ for Databricks

Reduce data quality implementation from weeks to days with our AI-powered, Databricks-native accelerator.

200+ pre-built data quality rules

Ready-to-use validation rules for common data quality scenarios.

Schema-derived validation checks

Automatic validation based on your data schema.

GenAI-powered explanations and remediation

AI-generated insights for data quality issues and fixes.

Native Delta Lake and Unity Catalog integration

Built-in governance and lineage for your quality checks.

Why KData

Certified expertise, proven accelerators, flexible engagements

Designed for enterprise success. Trusted by Canada's largest enterprises for mission-critical Databricks deployments.

Accelerators Included

AutoDQ — Data Quality

i-QA — Validation & Testing

BladeBridge — AI-powered Migration

What Sets Us Apart

Databricks Certified Professionals

Architects, engineers, ML specialists with proven Databricks expertise.

Accelerators Included

AutoDQ, i-QA, and BladeBridge tools available with every engagement.

Enterprise Proven

Trusted by Canada's largest enterprises for mission-critical deployments.

Flexible Engagements

Advisory, full projects, or rapid staff augmentation models.

End-to-End Coverage

Covering every aspect of data pipelines

KData's expertise transforms Databricks implementations for enterprise clients.

KData Databricks implementation dashboard showing performance metrics and analytics

Performance optimization. Enterprise security. Rapid deployment.

Get Started

Ready to maximize your Databricks investment?

KData delivers certified experts, accelerators, and proven frameworks to help you migrate, optimize, and scale on Databricks.

Certified Databricks professionals ready in days

Proven accelerators included with every engagement

Enterprise-grade security and compliance expertise

Flexible engagement models to fit your needs

Canada-based with global delivery capabilities

Same-day response time guaranteed

Book Your Databricks Consultation