Answers
Questions about Olakai, each answered from its own pages.
AI Agent Monitoring
AI Spend and Financials
- How do AI spend budgets and alerts work in Olakai?
- How do you calculate ROI on enterprise AI investments?
- How do you reconcile AI spend across OpenAI, Anthropic and Google Vertex in one view?
- How do you run a 30-day AI pilot that proves value?
- How do you turn time saved by AI into a dollar figure a CFO will accept?
- How does Olakai detect unused and idle AI SaaS seat licenses?
- How does Olakai help CFOs track token costs and forecast AI spend before the invoice arrives?
- How does Olakai help companies manage AI model routing to lower token expenses?
- Is it cheaper to self-host an open-source model or keep paying per token for an API?
- What are the best AI ROI measurement platforms for enterprises?
- What are the limitations of Cloud FinOps platforms for managing AI token spend?
- What do you do when you burn through a year of AI budget in four months?
- What is prompt caching, and how much can it actually cut an enterprise AI bill?
- What is the four-step framework for enterprise AI ROI?
- What key token metrics should CFOs monitor to manage AI expenditure?
- What should a Head of AI report to the board every quarter?
- What tools can enterprises use to track and govern AI coding tool spend?
- Why did our AI bill go up even though model prices came down?
- Why do over 70% of enterprise AI projects fail to deliver ROI?
AI System of Record
- How do hospitals and life sciences companies govern AI without exposing patient data?
- What custom KPI framework does Olakai use to measure enterprise AI success?
- What is an AI system of record and what makes it different from traditional enterprise systems?
- What is the difference between AI analytics and traditional software observability?
- What is the OLA Index and how is it calculated?
Developer Productivity and Coding
- How does Olakai calculate pull request velocity and ROI for engineering teams?
- How does Olakai measure AI coding tool productivity and ROI?
- Which AI apps and copilots does Olakai Assistive cover?
- Which AI coding tools and autonomous agents does Olakai support?
Executive Assistant Kai
Governance and Regulatory Compliance
- How can CISOs use an AI risk heatmap to balance governance and innovation?
- How does Olakai help organizations comply with the EU AI Act?
- What key items should CISOs include on an AI governance checklist?
- Who owns AI governance in an enterprise – IT, security, legal or finance?
Integrations and Ecosystem
- How does Olakai integrate with developer tools and Microsoft 365 Copilot?
- What data does the Olakai browser extension collect?
Pricing and Plans
Product Offerings
- How does Olakai track and audit autonomous AI agent executions?
- How should enterprises handle AI governance when their AI vendor gets acquired?
- What is the difference between Olakai Agentic and Olakai Assistive?
Security and Data Privacy
- Can Olakai run air-gapped, with no outbound internet access?
- How does Olakai secure customer data and maintain multi-tenant isolation?
- How long does it take to deploy Olakai and get the first usable data?
- Is Olakai on-prem different from Olakai SaaS in features or limits?
- What does an Olakai on-prem installation consist of?
- What hardware does Olakai on-prem require?
- What hosting and deployment options does Olakai support for enterprise environments?
- What is Olakai and what does it do?
- What security compliance certifications and standards does Olakai meet?
Shadow AI Management
- Can Olakai stop employees from pasting confidential data into ChatGPT?
- Does Olakai on-prem send our prompts to a cloud AI model?
- Does Olakai see our employees' AI prompts and conversations?
- How can a bank run AI governance without sending data outside its own infrastructure?
- How does Olakai discover and control shadow AI usage across an enterprise?
- What is shadow AI and how common is it in enterprises?
- What sanctioned alternatives should companies provide to replace shadow AI?
- Why is blocking shadow AI ineffective for enterprise risk management?