BetterAIBetterAI
AI-Powered Databricks FinOps Platform

BetterAI Cost Advisor™

Maximize the value of your Databricks investment. Gain complete visibility, ensure SLA compliance, eliminate technical debt, and scale with confidence.

Organizations invest heavily in Databricks — but lack visibility into whether they're getting maximum value from that investment.

Common challenges:

BetterAI transforms your Databricks platform into a well-governed, high-performance asset.

Architecture

Cost Advisor Platform

Full data pipeline from ingestion to AI-powered insights.

BetterAI Cost Advisor architecture diagram
Databricks
Bronze
Silver
Gold
AI Agents
Dashboards
How It Works

From Raw Data to Insights

Five steps to complete cost visibility and optimization.

1

Collect

Billing, System Tables, Warehouse Events, Query History

2

Analyze

AI-powered workload health and efficiency assessment

3

Detect

15 detection rules across clusters, jobs, warehouses, and storage

4

Recommend

Prioritized actions to improve performance, SLA, and efficiency

5

Report

Executive dashboards with ROI metrics and platform health scores

AI Agents

Five Specialized Agents

Each agent is purpose-built for a specific dimension of cost optimization.

1

Forecast Agent

Predict future capacity needs using historical patterns, seasonal trends, and growth trajectories — plan ahead, not react.

2

Optimization Agent

Right-size workloads, detect idle resources, ensure SLA compliance, and eliminate technical debt across your platform.

3

SQL Generation Agent

Natural language → SQL → Insights. Ask questions about platform health, get instant answers.

4

Executive Summary Agent

Board-ready reports showing platform ROI, workload efficiency, and strategic recommendations.

5

FinOps Knowledge Agent

FinOps best practices, governance policies, SLA monitoring, and operational health guidance.

Dashboards

Real-Time Cost Visibility

Interactive dashboards — not static screenshots.

BetterAI Cost Advisor™ — Executive View

v1.0

total Spend

$47,200

+12%

monthly Trend

-8%

Improving

forecast

$42,100

Next month

potential Savings

$14,160

30% reduction

Cost by Workspace

Top Workloads

ml-training-prod$8,400
analytics-daily$6,200
etl-pipeline$4,800
reporting-adhoc$2,100

Top Teams

Data Science$18,200
Analytics$14,600
Engineering$9,400
Platform$5,000
Outcomes

Business Outcomes

What you gain with Cost Advisor.

Investment Visibility

See exactly how your Databricks investment delivers value — by workspace, team, and workload.

SLA Compliance

Detect undersized warehouses, failing jobs, and queue bottlenecks before they impact users.

Technical Debt Elimination

Identify idle clusters, stale tables, fragmented storage, and orphaned pipelines automatically.

Capacity Planning

AI-driven forecasting to plan infrastructure growth confidently — no surprises.

Executive Reporting

Automated platform health reports showing ROI, efficiency trends, and strategic recommendations.

Implementation

Get Started in Days, Not Months

A streamlined path from assessment to production.

1

Assessment

Evaluate current Databricks environment, workload health, and efficiency gaps

2

Deployment

Deploy Cost Advisor platform within your Databricks workspace (fully native)

3

Data Collection

Connect system tables, billing data, and query history

4

AI Configuration

Train agents on your specific workload patterns and SLA targets

5

Dashboard Delivery

Executive dashboards live with real-time platform health metrics

6

Ongoing Governance

Continuous monitoring, recommendations, and quarterly business reviews

FAQ

Frequently Asked Questions

Schedule Your Free Assessment

Tell us about your Databricks environment and we'll show you how to maximize its value.

We'll respond within 24 hours. No spam, ever.