Data engineering
Batch and streaming pipelines to prepare data with quality and traceability.
DATABRICKS DATA INTELLIGENCE PLATFORM
Governed data. Applied intelligence. Decisions at scale.
Add Solution uses Databricks to connect data engineering, lakehouse, governance, analytics, machine learning and AI in an architecture designed to turn distributed data into reliable decisions.
The platform is the technology core. Our engineering connects sources, quality, security, context and operations so data truly delivers value.
FROM DATA TO DECISION
Centralizing data is not the goal. The goal is to make it useful, reliable and actionable.
Enterprise data originates in applications, databases, clouds, equipment, logs and business systems. Without engineering and governance, volume only increases fragmentation. The Databricks Data Intelligence Platform creates a common foundation for organizing this journey.
- FONTES
Applications, databases, files, telemetry and events.
- ENGENHARIA
Ingestion, quality, transformation and orchestration.
- LAKEHOUSE
Data structured on an open, scalable foundation.
- GOVERNANCE
Access, catalog, lineage, quality and auditing.
- INTELLIGENCE
BI, analytics, ML, GenAI, agents and applications.
- DECISÃO
Context delivered to the right people and processes.
Artificial intelligence starts long before the model. It starts with data quality, governance and context.
DATA INTELLIGENCE PLATFORM
A unified architecture for data, analytics and AI.
The platform combines capabilities for data engineering, data warehousing, governance, business intelligence, machine learning and AI applications. The composition is defined according to sources, workloads, security, latency and use cases.
Analytics at scale
SQL Warehouses for queries, dashboards and analytical consumption.
Unified governance
Policies and context for data, models, metrics and AI assets.
Applied AI
Development, evaluation, deployment and monitoring lifecycle for models and agents.
LAKEHOUSE ARCHITECTURE
The flexibility of a data lake with the analytical discipline of a data warehouse.
The Lakehouse combines open, scalable storage with transactional reliability, performance and governance. Delta Lake underpins this layer, while medallion architecture organizes data evolution according to quality and purpose.
- BRONZE
Data ingested with source fidelity and history.
- SILVER
Validated, standardized, enriched and related data.
- GOLD
Data products oriented toward analytics and decisions.
ALÉM DA PLATAFORMA
Technology delivers results only when the architecture answers business questions.
Add Solution starts with sources, responsibilities, criticality, quality, security and expected outcomes. It then defines architecture, standards, integrations and operations so the platform remains sustainable.
Use cases before components
Architecture starts with the decisions the data needs to support.
Trust built into the pipeline
Rules, contracts and observability make problems detectable.
Governance by design
Identities, access and domains follow the data lifecycle.
We do not build pipelines just to move data. We build a foundation for turning data into decisions.
DATA ENGINEERING & ORCHESTRATION
From source to data product with observable flows.
Lakeflow Connect supports source ingestion, Lakeflow pipelines organizes declarative batch and streaming transformations, and Lakeflow Jobs coordinates tasks and dependencies. The design considers latency, cost, recovery and operations.
- CONECTAR
Enterprise sources and data platforms.
- INGERIR
Incremental, batch or streaming loads.
- TRANSFORMAR
Quality rules and business logic.
- ORQUESTRAR
Dependencies, schedules, events and recovery.
- SERVIR
Data products for consumption and intelligence.
UNITY CATALOG
Data and AI governance must follow the asset throughout its journey.
Unity Catalog centralizes discovery, permissions, auditing and lineage for data and AI assets. Add Solution structures domains, ownership, policies, classification and processes aligned with organizational reality.
Privilege with context
Consistent policies for catalogs, schemas, tables, files, models and functions.
Visible origins and impact
Lineage supports auditing, investigation and change analysis.
Findable data
Catalogs, descriptions and context reduce reliance on informal knowledge.
Enterprise AI without data governance turns speed into risk.
DATABRICKS SQL + AI/BI
From SQL to natural-language conversation, with semantics and governance.
Databricks SQL and SQL Warehouses deliver analytical consumption with Photon acceleration. AI/BI connects dashboards and Genie to governed data, enabling natural-language questions when metrics, relationships and meanings are well defined.
Asking in natural language is the final step. Before that, the data needs meaning.
MOSAIC AI
Models, GenAI and agents connected to reliable enterprise data.
Mosaic AI and MLflow support experimentation, evaluation, governance and deployment. Vector Search, Model Serving and Agent Bricks enable applications and agents to be composed with context retrieval, tools and quality criteria.
- DADOS CORPORATIVOS
Authorized content and signals.
- GOVERNANÇA
Access, lineage and policies.
- CONTEXTO
Semantics, embeddings, retrieval and tools.
- MODELS & AGENTS
Evaluation, serving, orchestration and monitoring.
- APPLICATION
Experience integrated into the business process.
APPLICATIONS, SHARING & OPERATIONS
Architecture continues after the first use case goes live.
Lakebase adds managed PostgreSQL for operational applications and agent state without replacing the analytical Lakehouse. Delta Sharing supports open sharing. Projects can be designed on AWS, Azure or Google Cloud according to strategy, requirements and available services.
Identity and protection
Access controls, networks, secrets, encryption, auditing and segregation.
Capacidade e custo
Compute policies, serverless where applicable, tags, budgets and workload optimization.
Operable data and pipelines
Quality, failures, duration, consumption, queries, models and SLAs monitored continuously.
Controlled collaboration
Data and product sharing with governance and clear contracts.
DATABRICKS PROFESSIONAL SERVICES
From strategy to continuous operations for the data and AI platform.
Add Solution combines cloud, infrastructure, security, data and observability to structure the journey without separating architecture, deployment and ongoing operational support.
- DISCOVERY
- ASSESSMENT
- ARCHITECTURE
- INGESTION
- ENGINEERING
- GOVERNANCE
- ANALYTICS
- AI
- OPERATION
- EVOLUTION
OPERATIONAL DATA + INTELLIGENCE
Telemetry, assets and events can also inform decisions.
Lansweeper asset data, Zabbix metrics, Progress Flowmon network telemetry and information from enterprise systems can form an analytics architecture when connectors, contracts, permissions and use cases are defined. This is a possible architectural relationship, not a claim of native product integration.
DATA & AI ASSESSMENT
Your organization has data. Is it ready to support decisions and artificial intelligence?
Add Solution can assess sources, architecture, governance, quality, security, consumption, costs and use cases to define a focused, sustainable Databricks journey.
POR QUE ADD SOLUTION
A data platform requires engineering that spans technology and business.
Our work connects cloud, infrastructure, security, governance, observability and operational context so the investment becomes data products that are used and sustainable.
End-to-end view
Sources, ingestion, storage, consumption, AI and operations treated as one chain.
Trust as a requirement
Ownership, policies, quality and lineage built into the design.
Ongoing operational support from the outset
Observability, costs, security and recovery defined before production.
Use cases with purpose
Decisions and outcomes guide technical priorities.
SOLUÇÕES RELACIONADAS
Tecnologia conectada à operação.
ADD SOLUTION + DATABRICKS
Turn distributed data into a reliable foundation for decisions and AI.
Talk to our specialists about lakehouse architecture, data engineering, governance, analytics, machine learning and artificial intelligence with Databricks.