Databricks Data & AI

From Governed Data to Business-Ready AI

We build AI-native applications on Databricks, from governed data foundations to intelligent agents, turning enterprise knowledge into competitive advantage.

Databricks Data & AI

From Governed Data to Business-Ready AI

We build AI-native applications on Databricks, from governed data foundations to intelligent agents, turning enterprise knowledge into competitive advantage.

Databricks Data & AI

From Governed Data to Business-Ready AI

We build AI-native applications on Databricks, from governed data foundations to intelligent agents, turning enterprise knowledge into competitive advantage.

Data Quality & Trust

70%

Increase in data quality and trust across client Lakehouse implementations

Time-to-Insight

60%

Quicker turnaround from raw data to trusted, decision-ready reporting

AI Readiness

3×

Faster progression from AI pilot to production-grade deployment

Our Databricks Practice

Data and AI,
Built as One System

Many enterprises still run data and AI as separate programs - each on different tools, built by different teams, governed differently, connected by integrations that slow everything down. We build end-to-end solutions on Databricks as one governed system, bringing data engineering, semantic modelling, and AI engineering onto the same foundation - cutting the friction and risk of moving between platforms.

Features

Our Databricks Offerings

Data Platform & Engineering

Semantic Model & Ontology

AI & Applications

Data & AI Operations

Build the Trusted Data Foundation for Analytics and AI

We build Lakehouse architectures that turn fragmented, siloed data into an analytics-ready foundation - Delta Lake or Iceberg for open storage, Unity Catalog for governed, auditable access across it all. AI-assisted engineering and reusable patterns accelerate delivery, so new data sources are connected in a fraction of the usual time, whether they're batch, streaming or SaaS.

Features

Our Databricks Offerings

Data Platform & Engineering

Semantic Model & Ontology

AI & Applications

Data & AI Operations

Build the Trusted Data Foundation for Analytics and AI

We build Lakehouse architectures that turn fragmented, siloed data into an analytics-ready foundation - Delta Lake or Iceberg for open storage, Unity Catalog for governed, auditable access across it all. AI-assisted engineering and reusable patterns accelerate delivery, so new data sources are connected in a fraction of the usual time, whether they're batch, streaming or SaaS.

Features

Our Databricks Offerings

Data Platform & Engineering

Semantic Model & Ontology

AI & Applications

Data & AI Operations

Build the Trusted Data Foundation for Analytics and AI

We build Lakehouse architectures that turn fragmented, siloed data into an analytics-ready foundation - Delta Lake or Iceberg for open storage, Unity Catalog for governed, auditable access across it all. AI-assisted engineering and reusable patterns accelerate delivery, so new data sources are connected in a fraction of the usual time, whether they're batch, streaming or SaaS.

How we can help

With Years of Experience, a Deep Understanding of the Market.

We turn ideas into impactful digital experiences that engage audiences and fuel measurable growth.

Talk to our Databricks team

Talk to our Databricks team

Lakehouse Modernization

Consolidating legacy, siloed environments into one governed platform. We design the Lakehouse architecture on Delta Lake or Iceberg with Unity Catalog, so analytics, reporting and AI all draw from the same foundation.

Data Engineering & Integration

Getting data in reliably, from wherever it lives. We build ingestion and transformation pipelines with Lakeflow, using AI-assisted engineering and reusable patterns that onboard new sources faster.

Analytics & Self-Service Intelligence

Putting answers in the hands of the people who need them. We build the reporting layer with Databricks SQL, AI/BI Dashboards and Genie, so teams can ask questions instead of waiting for a report.

Data Migration & Modernization

Moving off a legacy platform without losing trust in the numbers. We use LakeBridge and our own frameworks for SQL conversion, data movement and reconciliation, so you can prove the migration was done correctly.

AI/ML & Agentic AI

Building AI that reaches production, not just a pilot. We develop predictive models, GenAI applications and autonomous agents with Agent Bricks and MLflow, with evaluation and governance built in.

Semantic Models & Ontology

Making sure everyone means the same thing by the same term. We define governed metrics in Unity Catalog and connect them with Genie Ontology, so definitions stay consistent across dashboards, analysts and AI agents.

Data + AI Applications

Bringing intelligence into the tools people already use. We build on Databricks Apps and Lakebase to embed data, analytics and AI directly into business workflows, not another dashboard to check.

How we can help

With Years of Experience, a Deep Understanding of the Market.

We turn ideas into impactful digital experiences that engage audiences and fuel measurable growth.

Talk to our Databricks team

Talk to our Databricks team

Lakehouse Modernization

Consolidating legacy, siloed environments into one governed platform. We design the Lakehouse architecture on Delta Lake or Iceberg with Unity Catalog, so analytics, reporting and AI all draw from the same foundation.

Data Engineering & Integration

Getting data in reliably, from wherever it lives. We build ingestion and transformation pipelines with Lakeflow, using AI-assisted engineering and reusable patterns that onboard new sources faster.

Analytics & Self-Service Intelligence

Putting answers in the hands of the people who need them. We build the reporting layer with Databricks SQL, AI/BI Dashboards and Genie, so teams can ask questions instead of waiting for a report.

Data Migration & Modernization

Moving off a legacy platform without losing trust in the numbers. We use LakeBridge and our own frameworks for SQL conversion, data movement and reconciliation, so you can prove the migration was done correctly.

AI/ML & Agentic AI

Building AI that reaches production, not just a pilot. We develop predictive models, GenAI applications and autonomous agents with Agent Bricks and MLflow, with evaluation and governance built in.

Semantic Models & Ontology

Making sure everyone means the same thing by the same term. We define governed metrics in Unity Catalog and connect them with Genie Ontology, so definitions stay consistent across dashboards, analysts and AI agents.

Data + AI Applications

Bringing intelligence into the tools people already use. We build on Databricks Apps and Lakebase to embed data, analytics and AI directly into business workflows, not another dashboard to check.

How we can help

With Years of Experience, a Deep Understanding of the Market.

We turn ideas into impactful digital experiences that engage audiences and fuel measurable growth.

Talk to our Databricks team

Talk to our Databricks team

Lakehouse Modernization

Consolidating legacy, siloed environments into one governed platform. We design the Lakehouse architecture on Delta Lake or Iceberg with Unity Catalog, so analytics, reporting and AI all draw from the same foundation.

Data Engineering & Integration

Getting data in reliably, from wherever it lives. We build ingestion and transformation pipelines with Lakeflow, using AI-assisted engineering and reusable patterns that onboard new sources faster.

Analytics & Self-Service Intelligence

Putting answers in the hands of the people who need them. We build the reporting layer with Databricks SQL, AI/BI Dashboards and Genie, so teams can ask questions instead of waiting for a report.

Data Migration & Modernization

Moving off a legacy platform without losing trust in the numbers. We use LakeBridge and our own frameworks for SQL conversion, data movement and reconciliation, so you can prove the migration was done correctly.

AI/ML & Agentic AI

Building AI that reaches production, not just a pilot. We develop predictive models, GenAI applications and autonomous agents with Agent Bricks and MLflow, with evaluation and governance built in.

Semantic Models & Ontology

Making sure everyone means the same thing by the same term. We define governed metrics in Unity Catalog and connect them with Genie Ontology, so definitions stay consistent across dashboards, analysts and AI agents.

Data + AI Applications

Bringing intelligence into the tools people already use. We build on Databricks Apps and Lakebase to embed data, analytics and AI directly into business workflows, not another dashboard to check.

Industry Solutions

Solutions Built for Lending
and Financial Service

Lending Intelligence Accelerator

Regulatory compliance, automated from policy assessment and evidence validation through to regulatory impact assessment. Governed regulatory knowledge and agentic AI determine which requirements apply, assess policies and controls, identify gaps, validate evidence and maintain end-to-end traceability - so audit season stops being a fire drill.

AI-Powered Compliance Intelligence

Regulatory compliance, automated from policy assessment and evidence validation through to regulatory impact assessment. Governed regulatory knowledge and agentic AI determine which requirements apply, assess policies and controls, identify gaps, validate evidence and maintain end-to-end traceability - so audit season stops being a fire drill.

AI-Driven Delinquency Intelligence

Regulatory compliance, automated from policy assessment and evidence validation through to regulatory impact assessment. Governed regulatory knowledge and agentic AI determine which requirements apply, assess policies and controls, identify gaps, validate evidence and maintain end-to-end traceability - so audit season stops being a fire drill.

Case Study

Proof from Production

  • Lending Analytics for a Major APAC Lender

    Manual, spreadsheet-driven reporting, replaced with a centralized lending data and analytics platform on Databricks - trusted historical data, automated KPIs and scalable analytics behind cash-flow visibility and standardized portfolio metrics.

    90%+ faster regulatory assessments
    60–75% reduction

    in manual compliance effort

  • Collections Analytics for a Major APAC Lender

    Loan, repayment, arrears and collections activity, unified into one governed data foundation - giving servicing and collections teams a single view of portfolio and delinquency trends, roll-rate and aging analysis, collector performance and promise-to-pay tracking.

    Faster identification of deteriorating accounts
    Reduced manual collections reporting

  • AI-Powered Regulatory Compliance for a US Financial Services Provider

    Interpretive, fragmented regulatory information, turned into structured compliance intelligence through a modular multi-agent architecture - built on Databricks Apps, Agent Bricks, Vector Search, Unity Catalog, Delta Lake, Lakeflow and MLflow - that scopes regulations, assesses policies and controls, and validates evidence with human oversight.

    3–5× faster reporting
    50–70% Reduction

    in manual reporting and validation effort

  • Lending Analytics for a Major APAC Lender

    Manual, spreadsheet-driven reporting, replaced with a centralized lending data and analytics platform on Databricks - trusted historical data, automated KPIs and scalable analytics behind cash-flow visibility and standardized portfolio metrics.

    90%+ faster regulatory assessments
    60–75% reduction

    in manual compliance effort

  • Collections Analytics for a Major APAC Lender

    Loan, repayment, arrears and collections activity, unified into one governed data foundation - giving servicing and collections teams a single view of portfolio and delinquency trends, roll-rate and aging analysis, collector performance and promise-to-pay tracking.

    Faster identification of deteriorating accounts
    Reduced manual collections reporting

  • AI-Powered Regulatory Compliance for a US Financial Services Provider

    Interpretive, fragmented regulatory information, turned into structured compliance intelligence through a modular multi-agent architecture - built on Databricks Apps, Agent Bricks, Vector Search, Unity Catalog, Delta Lake, Lakeflow and MLflow - that scopes regulations, assesses policies and controls, and validates evidence with human oversight.

    3–5× faster reporting
    50–70% Reduction

    in manual reporting and validation effort

Insights

Insights and Perspectives

Our thinking on Data + AI on Databricks.

View all insights

Databricks

The Rise of Agentic Customer Intelligence 

Read more

Databricks

The True Cost of Consumer Frauds Across Financial Services 

Read more

Databricks

How AI is Rebuilding Cybersecurity With Databricks Data Intelligence

Read more

contact us today

Talk to our Databricks team

Whether you're standing up a Lakehouse or moving AI from pilot to production, we'll start from where your data actually is.

Get in Touch

Get in Touch