Forty-two percent of corporate leaders have no idea what their AI systems actually cost to run. That is the headline finding from KPMG's Q2 2026 Global AI Pulse survey, which polled more than 2,100 senior executives across 20 countries. The number should alarm anyone writing checks for artificial intelligence.
The report, published July 15, reveals that half of all organizations have either scaled back or paused their AI rollouts entirely. The reason is not that AI failed to deliver results. The reason is that nobody could tell what it cost to get those results. Only 26% of organizations have real-time visibility into their AI spending. The rest are flying blind — approving budgets for technology whose operating expenses remain, in KPMG's words, "largely invisible."
This is the hidden crisis behind every AI success story you read. A company announces that its AI agent saved 10,000 hours. What it does not announce is that the compute bill for those savings arrived three months later, and no one in the C-suite had budgeted for it.
The pattern is consistent across industries. Productivity gains go up. Cost visibility goes down. And when the invoice finally lands, the CEO who championed the AI initiative quietly puts the next rollout on hold.
The question for any business owner watching this unfold is simple: how do you use AI without the billing shock?
The answer is a pricing model that shows you exactly what every task costs before you approve it. That is how Viktor works. Viktor is an AI agent that runs on credits — each task has a visible cost, deducted from a balance you control. There is no monthly compute bill that arrives after the fact. There is no invisible infrastructure spend. You see the price, you approve the work, and the credits come off your balance. That is the entire model.
For the CEOs in that KPMG survey who froze their spending, the issue was never the AI itself. It was the gap between what they expected to pay and what they actually paid. Viktor eliminates that gap by design. It runs on Claude, GPT-4, and Gemini — all three models included in one credit balance — and it selects the right model for each task automatically. You never pay for a model you did not need.
Viktor also works inside the tools your team already uses. It connects to Slack, Google Drive, email, spreadsheets, and more than 3,200 other integrations. There is no six-month implementation. No consultant. No invisible infrastructure layer generating costs you cannot track.
A Note on Security
Viktor holds SOC 2 Type II, GDPR, CCPA, and CASA Tier 3 certifications. Credentials are stored in an encrypted vault, never exposed in logs or to other users. Your data is never used to train AI models. Every external action requires your approval in Slack before it executes. Full details at viktor.com/security.
You get $100 of free credits to begin. No time limit, no commitment. That's enough to do real work and see what Viktor can actually do before you spend a penny. There's also $50 off your first bill. You must use this exact link to receive both benefits.
Disclosure: Some links in this article are affiliate links. If you choose to get started with Viktor using the links provided, I may receive a commission — at no additional cost to you. I only recommend tools I use and believe in.