The ROI framework for AI

​Stop Working. Start Delegating: The 80/20 Framework to measure and optimize the Return on AI spend.

​Most companies are thinking about AI all wrong.

​They ask: "Can we build a sales agent?"
They should ask: "Can we cut prospecting time from 40% to 10%?"

​They ask: "Which model should we use?"
They should ask: "How do we get from €10K/month in marketing costs down to €100?"

​The result? A 40x spread in total cost of ownership, misaligned incentives with providers who profit from your token usage, and "agents" that drift, hallucinate, and still need you in the loop for every single task.

​There's a better way.

​What You'll Learn

​In this interactive roundtable, we'll unpack why the status quo is failing companies, and you will walk away with the framework that's driving 90% ROI, 50% cost reductions, and 80% operational gains for teams already using it.

​You'll discover:

• ​Outcome-Based Thinking. How to shift from "What can I build?" to "How can I improve this KPI?" and finally make ROI predictable

• ​Real Playbooks. How companies in e-commerce, SaaS, real estate, and fintech are running end-to-end workflows and with what results.

​Who This Is For

• ​Operations leaders tired of AI pilots that never ship

• ​Founders and CFOs who need predictable unit economics, not surprise token bills

• ​Team leads who want to offload high-volume workflows without hiring another headcount

• ​Anyone who believes AI should work for you, not create more work for you

​About Toolhouse

​Toolhouse allows businesses to turn endless chats into AI employees you pay per outcome. Toolhouse has already delivered millions of task for companies of any sizes, saving up to 90% per task compared to the status quo.

​Toolhouse's founders come from X, Meta, and Coinbase, and it is backed by Vento.