BetterAIBetterAI Cost Advisor
AI-Powered Databricks FinOps Platform

BetterAI Cost Advisor™

Reduce Databricks cloud spend. Forecast costs. Optimize workloads. Automate executive reporting.

Organizations spend hundreds of thousands of dollars every month on Databricks and AWS.

Few know:

BetterAI solves this.

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, AWS CUR

2

Normalize

Unified cost model across sources

3

Analyze

AI-powered pattern detection

4

Recommend

Prioritized optimization actions

5

Visualize

Executive dashboards and alerts

AI Agents

Five Specialized Agents

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

1

Forecast Agent

Predict future spend using historical patterns, seasonal trends, and growth trajectories.

2

Optimization Agent

Rightsizing, idle cluster detection, scheduling optimization, and savings calculations.

3

SQL Generation Agent

Natural language → SQL → Insights. Ask questions, get answers.

4

Executive Summary Agent

Board-ready reports with trends, anomalies, and actionable recommendations.

5

FinOps Knowledge Agent

FinOps best practices, governance policies, and platform-specific 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.

Cloud Cost Visibility

See exactly where every dollar goes — by workspace, cluster, job, and team.

Forecast Accuracy

Predict next month's bill with AI-driven models trained on your usage patterns.

Executive Reporting

Automated board-ready reports delivered weekly without manual effort.

Optimization

AI-prioritized recommendations with projected savings and implementation effort.

Governance

Automated policies, budgets, alerts, and compliance audit trails.

Implementation

Get Started in Days, Not Months

A streamlined path from assessment to production.

1

Assessment

Evaluate current Databricks environment and cost structure

2

Deployment

Deploy Cost Advisor platform in your Databricks workspace

3

Data Collection

Connect system tables, AWS CUR, and billing APIs

4

AI Configuration

Train agents on your specific workload patterns

5

Dashboard Delivery

Executive dashboards live with real-time data

6

Optimization

Ongoing recommendations and governance automation

FAQ

Frequently Asked Questions

Ready to Reduce Databricks Cloud Spend?

Book your free assessment. See exactly how much you can save.