We help organizations get more value from Databricks — through intelligent FinOps, migration acceleration, governance automation, and executive insights.
Consulting, software, and AI-powered accelerators for the Databricks ecosystem.
Total DBUs
142,800
This month
Platform Health
94%
All systems nominal
Active Workloads
47
Across 5 workspaces
Recommendations
12
Action items
Top Workloads by DBU
Trusted By
Software, services, and expertise — everything organizations need to maximize their Databricks investment.
Proprietary software that delivers immediate value from your Databricks platform.
Enterprise data platform transformation with proven architecture patterns.
Hands-on engineering leadership from assessment to production.
Organizations investing in Databricks face significant operational and strategic challenges.
Unpredictable cloud spending, limited cost attribution, and poor financial forecasting across teams.
Legacy data warehouses trapping data in rigid silos with slow migration lifecycles and growing tech debt.
Complex data access management, compliance gaps, security vulnerabilities, and fragmented metadata.
Poor data quality, fragmented architecture, limited operational visibility, and no production AI governance.
AI-powered platform intelligence for Databricks. Understand, forecast, and optimize your entire Databricks environment.
Complete DBU breakdown by workspace, cluster, job, team, and SKU.
AI-driven monthly predictions with budget tracking and capacity planning.
Board-ready dashboards, KPI scorecards, and automated summaries.
15 detection rules across clusters, jobs, warehouses, and storage.
Chargeback allocation, budget alerts, and compliance audit trails.
Prioritized actions with estimated impact and implementation guidance.
A non-invasive, metadata-only architecture. We never touch your business data.
Enterprise Data
System Tables • Billing • Query History
Databricks
Unity Catalog • Delta Lake • Workflows
BetterAI AI Engine
5 Agents • 15 Detections • ML Models
Insights
Anomalies • Trends • Forecasts
Recommendations
Prioritized • Actionable • Estimated Impact
Executive Dashboards
KPIs • Reports • Alerts
We combine consulting excellence with proprietary, IP-driven software to accelerate time-to-value.
Validated expertise with direct access to the Databricks ecosystem and partner resources.
20+ years designing and delivering enterprise-scale data platforms for Fortune 500 organizations.
Proprietary software that delivers value in days — not months of consulting.
Unique combination of IP-driven software and hands-on engineering execution.
Deep specialization in financial operations, chargeback, forecasting, and platform governance.
Delta Lake, Unity Catalog, Medallion Architecture, and Liquid Clustering at scale.
A proven path from initial discovery to long-term platform intelligence.
Map current architecture, identify gaps, and define target state.
Deploy BetterAI Cost Advisor™ to scan system tables and surface insights immediately.
Design target-state Lakehouse architecture with Unity Catalog governance.
Engineering execution — migration, optimization, and validation.
AI-powered recommendations, performance tuning, and workload efficiency.
Ongoing platform monitoring, executive reporting, and quarterly reviews.
Tailored cost optimization for your industry.
Challenge
Unpredictable genomics and clinical data workloads
Solution
Cost guardrails with HIPAA compliance
Outcome
Predictable monthly spend
Challenge
Strict compliance with limited budgets
Solution
Automated governance and chargeback
Outcome
Full audit trails and cost accountability
Challenge
Massive risk and fraud analytics workloads
Solution
Right-sizing with SOX compliance
Outcome
40% cost reduction maintained
Challenge
Seasonal spikes for recommendation engines
Solution
Dynamic scaling and batch optimization
Outcome
Cost scales with revenue, not linearly
Challenge
IoT streaming pipelines running 24/7
Solution
Auto-scaling policies and spot adoption
Outcome
Optimized streaming costs
Tell us about your Databricks environment and we'll show you how to maximize its value.
BetterAI