AI, Insights, and Optimization

Use this article to understand how Yarken connects AI, insights, analytics, FinOps, planning, and optimization workflows across the platform.

Overview

AI, Insights, and Optimization brings together the Yarken features that help teams understand change, investigate cost and usage signals, guide financial decisions, and act on optimization opportunities.

This page family covers Ask Yarken, Insights, Recommendations, Analytics, FinOps and Cloud, Planning, Cost Transparency, and Business Cases.

Use these pages when you want to move from understanding what changed to deciding what to do next.


What this section covers

  1. Ask Yarken for natural-language financial analysis.

  2. Detect unusual spend and usage patterns with Insights.

  3. Track optimization opportunities with Savings Recommendations.

  4. Use Analytics to investigate spend, variance, and performance.

  5. Connect cloud spend to TBM and FinOps workflows.

  6. Plan budgets, forecasts, workforce, and investments in one model.

  7. Understand how cost flows through TBM and Cost Transparency structures.


Ask Yarken: AI-Powered Financial Intelligence

Use Ask Yarken to ask questions about spend, variance, forecast performance, optimization, and financial drivers in natural language.

Yarken Insights Overview

Use Insights to detect unusual spend or usage behavior, investigate what changed, and manage the response lifecycle.

Savings Recommendations

Use Recommendations to capture, prioritize, and track potential and realized savings opportunities.

Analytics Overview

Use Analytics to move from high-level dashboards into deeper financial and operational analysis.


How to use this page family

Start with the page that best matches your goal.

Use Ask Yarken when you want direct answers.

Use Insights when you need proactive monitoring.

Use Analytics when you want deeper investigation.

Use Recommendations when you want to track optimization work.

Use the planning, TBM, cloud, and business case pages when you need to connect analysis to ownership, budgets, forecasts, and investment decisions.


Next step

Ask Yarken: AI-Powered Financial Intelligence


Related articles

Ask Yarken: AI-Powered Financial Intelligence

Yarken Insights Overview

Savings Recommendations

Analytics Overview