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    November 4, 20262 min read

    By Brian Hanson

    Audit Your AI Vendor for These 3 Stability Red Flags

    TL;DR

    Check if your AI tools allow data exports, identify their model providers, and avoid flat-fee unlimited plans to protect your business from vendor failure.

    Key Takeaways

    • Tech giant AI debt hit $3.2 trillion, a 90% increase in 6 months.
    • Startups are vulnerable to price hikes from their underlying infrastructure providers.
    • Data portability is the only insurance against a vendor going out of business.
    • Usage-based pricing is more sustainable than unlimited flat-fee deals.
    A two-panel illustration of a wooden bridge over a foggy chasm. The left panel shows a stack of gold bars sitting on sturdy wooden planks. The right panel shows the same bridge where the planks under the gold bars have turned glowing red and are cracking under the weight.

    Big tech firms are spending cash at a rate that should make you nervous. Off-balance-sheet debt for AI obligations among major US tech companies hit $3.2 trillion recently, nearly doubling in just 6 months (Nikkei Asia). You need to watch this because when these bills come due, software providers usually pass the cost to you through higher prices or service cuts.

    Treat your AI software like a physical supply chain. If your customer service tool relies on a startup burning through cash to pay for servers, your business is at risk. You want to know if the tool you spent 40 hours setting up will exist in 12 months.

    Check the Infrastructure Source

    Most AI apps are wrappers. They pay a larger company like OpenAI or Google to use their model (the software's brain) and add a simpler interface for you. Ask your vendor who provides their underlying model. If their provider is buried in debt, any price hike they face will hit your monthly bill immediately.

    Look for Data Portability

    The biggest risk is your data getting trapped inside a dying company. Check the settings for an export button. You need to download your prompts (the instructions you give the AI) and customer logs in standard files like a CSV. If you cannot get your data out, you are a hostage, not a customer.

    Watch the Pricing Model

    Avoid lifetime deals or cheap unlimited plans for high-powered tools. Running these models costs real money for electricity and computer chips. If a company offers unlimited use for a low flat fee, they probably lose money on every click. That is a countdown clock, not a business. Stick with vendors using usage-based pricing that reflects real costs.

    Audit your top 3 AI tools today. If one looks shaky, find a backup that lets you move your data fast.