Topic: strategy
AI Cost Management for Finance Teams: A Non Technical Guide
A clear, jargon-free guide for finance professionals to understand, track, and manage the unique challenges of AI spending.
AI Spending Trends 2024: The Numbers Behind the Enterprise AI Revolution
Enterprise AI spending grew 500% in 2024. Analyzing the shift from experimentation to production and what it means for your budget.
The AI Tools Sprawl Problem: When Your Company Uses 15 Different AI Products
How to manage the growing chaos of disconnected AI tools, inconsistent data policies, and redundant spending across your organization.
How to Calculate ROI on AI Tools When Costs Keep Changing and Outcomes Are Hard to Measure
A practical framework for finance and business leaders to calculate the real return on investment for AI tools despite variable costs and complex benefits.
Calculating Gross Margin Per Feature: The Metric Every AI Product Manager Needs
Why AI product managers must move beyond adoption metrics and track the specific profitability of individual AI features.
How to Choose Between AI Models Based on Cost Without Sacrificing Quality
Navigating the quality-cost tradeoff in AI model selection and implementing multi-model strategies for optimal profitability.
FinOps for AI: Why Traditional Cost Management Doesn't Work Anymore
Why traditional cloud FinOps frameworks fail for AI workloads and how to build a specialized AI FinOps practice to optimize complex, usage-based costs.
Why Mid Market Companies Need Different AI Cost Monitoring Than Startups or Enterprises
Mid-market companies face a unique 'squeeze' in AI cost management—enterprise complexity without enterprise resources. Here's the specialized approach they need.
How to Price Your AI Product When Your Costs Are Unpredictable
Strategies for pricing AI products when underlying costs are volatile, including tiered, commitment, and outcome-based models.
The Rise of Usage Based Pricing in SaaS: What Every Finance Team Should Know
Why SaaS is shifting from subscriptions to usage-based models and how finance teams must adapt their forecasting and operations.
The Great Migration: Why Every SaaS Company Is Moving to Usage Based Pricing
Why the shift to usage-based pricing is inevitable for SaaS companies, driven by AI economics and customer demand for flexibility.