Medallion Architecture Starter Kit
Stand up a production-ready Bronze → Silver → Gold lakehouse pipeline in 2 weeks. Includes Auto Loader ingestion, Delta Live Tables, Unity Catalog governance, and Databricks Workflows orchestration — all pre-wired.
PoC in 2 weeks
40% faster delivery
Built-in data quality
Batch + Streaming
What's Included
- Auto Loader ingestion templates (10+ source types)
- DLT pipeline with expectations & data quality
- Unity Catalog setup & governance
- Workflow orchestration with alerting
- Architecture guide & runbook
Delta LakeAuto LoaderDLTUnity CatalogWorkflows
Request Demo
Data Warehouse Migration Accelerator
Migrate from Teradata, Oracle, SQL Server, or Snowflake to Databricks in 40% less time. Automated schema translation, lineage mapping, validation pipelines, and Photon performance benchmarking included.
40% effort reduction
Zero-downtime migration
Auto schema translation
Photon benchmarking
What's Included
- Automated DDL/DML translation toolkit
- Data lineage & dependency mapping
- Row-count & checksum validation suite
- Performance benchmark reports
- Cutover playbook & rollback plan
Delta LakePhotonSpark SQLUnity Catalog
Request Demo
Unity Catalog Governance Framework
Enterprise data governance in 3 weeks. Pre-built RBAC policies, column masking, row-level security, data lineage tracking, and audit logging. Designed for compliance with GDPR, HIPAA, SOX, and PCI-DSS.
Governance in 3 weeks
GDPR/HIPAA/SOX ready
Full data lineage
Fine-grained access control
What's Included
- Catalog, schema & table RBAC templates
- Column masking for PII (email, SSN, phone)
- Row-level security by region/department
- Audit log dashboards (system tables)
- Compliance reporting templates
Unity CatalogDelta LakeSystem TablesSCIM
Request Demo
Real-Time Fraud Detection Engine
Production-grade fraud detection with sub-100ms inference latency. Combines streaming feature engineering, XGBoost/Gradient Boosting models, MLflow model registry, and Databricks Model Serving for real-time scoring.
PoC in 2 weeks
<100ms inference
95%+ detection accuracy
Real-time streaming
What's Included
- Streaming feature engineering pipeline
- ML model training & hyperparameter tuning
- MLflow experiment tracking & registry
- Real-time model serving endpoint
- Alerting & case management integration
Structured StreamingMLflowFeature StoreModel Serving
Request Demo
RAG / Intelligent Document Processing
Enterprise-grade Retrieval-Augmented Generation (RAG) framework on Databricks Mosaic AI. Ingest PDFs, Word, HTML, and structured data into a vector store, then query with any LLM. Deploy in your cloud, on your data — no data leaves your environment.
Live in 3 weeks
Data stays in your cloud
10+ document formats
Any LLM compatible
What's Included
- Multi-format document ingestion pipeline
- Chunking, embedding & vector indexing
- Databricks Vector Search integration
- LLM orchestration (Mosaic AI / OpenAI / Claude)
- Chat UI template + REST API
Mosaic AIVector SearchLLMDelta LakeMLflow
Request Demo
Demand Forecasting Platform
Accurate SKU-level demand forecasting across thousands of products and locations. Combines classical time-series (Prophet, ARIMA) with gradient boosting models, holiday/promotion effects, and automated retraining pipelines.
First forecast in 4 weeks
MAPE <15% typical
Reduce overstock by 20%
Auto-retraining
What's Included
- Historical sales data pipeline (Bronze → Gold)
- Multi-model training framework (Prophet + GBM)
- MLflow tracking & model registry
- Automated weekly retraining workflow
- Forecast dashboard (Power BI / Databricks SQL)
MLflowDelta LakeHyperoptDatabricks SQL
Request Demo
Predictive Maintenance AI
Prevent equipment failures before they happen. Ingest IoT sensor data in real-time, detect anomalies, predict remaining useful life (RUL), and generate maintenance work orders automatically. Typical outcome: 85% reduction in unplanned downtime.
PoC in 3 weeks
85% less downtime
Real-time IoT streaming
Auto work-order generation
What's Included
- IoT data ingestion (MQTT, Kafka, Event Hubs)
- Anomaly detection models (isolation forest + LSTM)
- Remaining Useful Life (RUL) prediction
- Maintenance alerting & CMMS integration
- Asset health monitoring dashboard
Structured StreamingMLflowDelta LakeIoT
Request Demo
Patient 360 Healthcare Lakehouse
Unified patient data platform integrating EHR, claims, lab, and device data in a HIPAA-compliant Databricks lakehouse. Enables population health analytics, readmission prediction, and care gap identification at scale.
Live in 4 weeks
HIPAA compliant
Full patient view
FHIR R4 ready
What's Included
- HL7 FHIR & EHR data ingestion connectors
- Claims & clinical data normalization
- HIPAA-compliant Unity Catalog setup
- Population health analytics dashboards
- Readmission risk ML model
FHIR R4Delta LakeUnity CatalogMLflow
Request Demo
MLflow MLOps Framework
Enterprise MLOps foundation on Databricks. Standardizes model training, experiment tracking, approval workflows, deployment, and monitoring across all ML projects. Cuts ML project setup time from weeks to hours.
Setup in 1 week
Full CI/CD for ML
Model monitoring
Audit trail
What's Included
- MLflow experiment & registry templates
- Unity Catalog model governance
- CI/CD pipeline (GitHub Actions / Azure DevOps)
- Model drift & data quality monitoring
- Databricks Asset Bundles for deployment
MLflowUnity CatalogAsset BundlesCI/CD
Request Demo
Databricks Cost Governance & FinOps
Stop Databricks overspend with automated governance. Cluster policies, budget alerts, DBU consumption dashboards, idle cluster termination, and chargeback reporting — all configured and operational in days.
Live in 1 week
30–50% cost reduction
Automated tagging
Budget alerts
What's Included
- Cluster policies by team & role
- System tables billing dashboards
- Tagging enforcement framework
- Budget alert configuration
- Monthly chargeback reporting
System TablesCluster PoliciesDatabricks SQLSDK
Request Demo
Agentic AI Development Framework
Build autonomous AI agents on Databricks Mosaic AI Agent Framework. Pre-wired tool calling, memory management, multi-agent orchestration, guardrails, and LLMOps monitoring. From idea to deployed agent in 3 weeks.
Agent live in 3 weeks
Multi-agent support
Built-in guardrails
LLMOps monitoring
What's Included
- Agent Framework scaffolding & tool templates
- Multi-agent orchestration patterns
- Guardrails & safety layer (AI Gateway)
- LLM evaluation & quality monitoring
- Production deployment with auto-scaling
Mosaic AIAgent FrameworkAI GatewayMLflow
Request Demo
Customer 360 Analytics Platform
Unify every customer touchpoint — transactions, web, mobile, CRM, support — into a single customer view on Databricks. Enable segmentation, lifetime value prediction, churn scoring, and next-best-offer recommendations.
Unified view in 4 weeks
Single customer record
LTV & churn scoring
Personalization-ready
What's Included
- Multi-source data ingestion & identity resolution
- Customer feature engineering (100+ features)
- LTV, churn & propensity models
- Segmentation & cohort analysis dashboards
- CRM export & marketing platform connectors
Feature StoreDelta LakeMLflowDatabricks SQL
Request Demo
Enterprise AI Automation Platform
Production-ready AI automation framework integrating OpenAI, Claude, and open-source LLMs into enterprise workflows. Includes LLM routing, prompt management, RAG pipelines, guardrails, and monitoring — from first API call to enterprise-wide AI adoption in 3 weeks.
First workflow in 3 weeks
Multi-LLM support
Built-in guardrails
Cost & quality monitoring
What's Included
- Multi-LLM router (OpenAI, Claude, Llama, DBRX)
- Prompt template library & version management
- RAG pipeline with vector search & evaluation
- AI Gateway with rate limiting & PII filtering
- Token usage tracking & cost dashboards
- LLM output evaluation framework
OpenAIClaudeLangChainMosaic AIAI Gateway
Request Demo
AI Copilot & Agent Builder
Build enterprise AI copilots and autonomous agents that handle multi-step workflows — with tool calling, memory, knowledge retrieval, and human-in-the-loop approvals. Deploy to Slack, Teams, web, or API in weeks.
Copilot live in 2 weeks
Tool calling built-in
Multi-agent support
Human-in-the-loop
What's Included
- Agent scaffolding (LangGraph / Mosaic AI)
- Tool integration templates (APIs, DBs, SaaS)
- Conversation memory & session management
- Guardrails, safety filters & content moderation
- Slack / Teams / Web chat deployment templates
- Usage analytics & feedback collection
LangGraphMosaic AIClaudeOpenAISlack/Teams
Request Demo
AWS Control Tower & Landing Zone
Production-ready, multi-account AWS landing zone with Control Tower, AWS Organizations, SCPs, centralized logging, and security guardrails. Includes GovCloud variant for government clients. From zero to enterprise-grade AWS in 2 weeks.
Live in 2 weeks
Multi-account governance
CIS/NIST guardrails
GovCloud ready
What's Included
- Control Tower setup with customized account factory
- AWS Organizations with OUs (Prod, Dev, Staging, Sandbox)
- Service Control Policies (SCPs) — CIS & NIST aligned
- Centralized CloudTrail, Config, and GuardDuty
- SSO/Identity Center with SAML federation
- Terraform / CloudFormation IaC templates
Control TowerOrganizationsSCPsGuardDutyTerraform
Request Demo
AWS Network Hub & Connectivity
Enterprise-grade hub-and-spoke networking on AWS. Transit Gateway, centralized egress/ingress, hybrid connectivity (Site-to-Site VPN + Direct Connect), DNS resolution with Route 53, and network firewall — all IaC-deployed.
Deployed in 10 days
Hub-spoke topology
Network Firewall
Hybrid ready
What's Included
- Transit Gateway with multi-VPC routing
- Centralized egress VPC with NAT Gateways
- AWS Network Firewall with stateful rules
- Site-to-Site VPN + Direct Connect templates
- Route 53 private hosted zones & DNS resolution
- VPC Flow Logs with centralized analysis
Transit GatewayNetwork FirewallDirect ConnectRoute 53Terraform
Request Demo
AWS Security & Compliance Baseline
Harden your AWS environment to meet CIS Benchmarks, NIST 800-53, FedRAMP, or HIPAA. Pre-configured Security Hub, Config Rules, IAM Access Analyzer, KMS encryption, and automated remediation — achieving compliance posture in days, not months.
Baseline in 1 week
CIS / NIST / FedRAMP
Auto remediation
Audit-ready reports
What's Included
- Security Hub with CIS & NIST standards enabled
- 50+ AWS Config conformance pack rules
- IAM Access Analyzer & credential rotation
- KMS key management with cross-account policies
- Auto-remediation Lambda functions
- Compliance dashboard & monthly reporting
Security HubConfig RulesGuardDutyKMSLambda
Request Demo
Azure Landing Zone (CAF-Aligned)
Enterprise-scale Azure Landing Zone aligned to Microsoft Cloud Adoption Framework (CAF). Management group hierarchy, policy-driven governance, identity integration, and platform automation — ready for production workloads in 2 weeks.
Live in 2 weeks
Management group hierarchy
Policy-driven governance
Azure Government ready
What's Included
- Management group structure (Platform, Landing Zones, Sandbox)
- Azure Policy initiatives (CIS, NIST, custom)
- Subscription vending automation
- Entra ID (Azure AD) with Conditional Access
- Centralized Log Analytics & Microsoft Sentinel
- Bicep / Terraform IaC modules
CAFAzure PolicyEntra IDSentinelBicepTerraform
Request Demo
Azure Hub-Spoke Network Architecture
Production-ready hub-spoke networking with Azure Virtual WAN or VNet peering, centralized Azure Firewall, ExpressRoute / VPN hybrid connectivity, Private DNS, and Private Endpoints — all deployed via IaC.
Deployed in 10 days
Hub-spoke or Virtual WAN
Azure Firewall Premium
Hybrid connectivity
What's Included
- Hub VNet with Azure Firewall (Standard/Premium)
- Spoke VNets with peering & UDR routing
- ExpressRoute + VPN Gateway (failover)
- Azure Private DNS Zones & Private Endpoints
- NSG flow logs with Traffic Analytics
- DDoS Protection Standard configuration
Azure FirewallExpressRoutePrivate DNSVirtual WANTerraform
Request Demo
Azure Security & Zero-Trust Baseline
Implement Microsoft's Zero-Trust security model across your Azure environment. Entra ID Conditional Access, Defender for Cloud, Key Vault, Managed Identity, and compliance policies for NIST, CIS, FedRAMP, and HIPAA — audit-ready in days.
Baseline in 1 week
CIS / NIST / FedRAMP
Zero-Trust architecture
Compliance reports
What's Included
- Entra ID Conditional Access policies (MFA, device compliance)
- Microsoft Defender for Cloud with Secure Score
- Azure Key Vault with RBAC & rotation policies
- Managed Identity for all workloads (no secrets)
- Azure Policy compliance initiatives (CIS, NIST 800-53)
- Regulatory compliance dashboard & reporting
Entra IDDefenderKey VaultAzure PolicySentinel
Request Demo