Direct answer: Cheap, single-purpose AI tools, the "berries," feel helpful but leave consumer service businesses stuck juggling multiple systems with pricing that breaks under real volume. The real opportunity is building the "cake": a unified AI infrastructure the business can grow on.

Executives in consumer services, pest control, plumbing, tire shops, funeral services, are all facing the same pressure. Customers want faster service, staff are hard to hire and keep, and costs keep climbing. It is tempting to grab the first AI tool that promises help, especially when it is cheap or free to start.

What Counts as a Berry

Berries are single-purpose tools that do one small task: a chatbot that answers FAQs but cannot book or upsell, call transcription that makes notes but does not follow up, sentiment trackers that label a call as positive or negative but do not act on it, form-fill bots that send an automatic reply but still leave the work to a human, and QA modules that grade agent calls but do not cut labor costs. They can be a valuable first test of AI, but as a primary strategy they keep you paying for multiple tools with pricing that will not hold up as usage grows.

Why Cheap AI Pricing Is a Trap

AI costs money every time it runs, since the system is making calculations on cloud servers that vendors pay for, often by the second. If a vendor sells "unlimited AI" for a flat fee, heavy users can cost them more than they earn. Many cover that gap with investor money, hoping to fix pricing later. When funding runs out, some vendors raise prices without warning, others cap usage or cut service, and some go under completely, leaving businesses locked out of their own data.

The Cake: A Platform That Scales

The cake is a full system built on three layers. First, a unified platform replaces complexity: calls, texts, emails, chat, scheduling, payments, reporting, and quality checks all live in one place, so you stop paying for duplicate licenses and your team stops flipping between screens. Second, AI works like a real employee: answering questions across every channel, qualifying leads, scheduling appointments, processing payments, and logging every interaction into the CRM. Third, humans and AI operate inside the same system, so escalations are seamless and nothing slips through the cracks.

The Cost of Choosing Wrong

Companies that chase berries end up juggling tools, absorbing hidden costs, and dealing with vendors that cannot keep up. Some lose their AI system overnight when a provider fails. Companies that built the cake instead have a stable system, a workforce multiplier, and confidence their infrastructure can handle growth.

Building the right infrastructure only pays off if the team running it knows how to sell and serve at the new pace.

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Frequently Asked Questions

What are the berries in AI vendor selection?

Berries are single-purpose tools that do one small task, like a chatbot that answers FAQs but cannot book or upsell, or a QA module that grades calls but does not cut labor costs.

Why is cheap or unlimited AI pricing risky?

AI costs money every time it runs on cloud servers. If a vendor sells unlimited AI for a flat fee, heavy usage can cost them more than they earn. Many cover the gap with investor money, and when funding runs out the pricing breaks.

What does the cake include?

The cake is a unified platform that replaces point solutions, AI that works like a real employee across every channel, and humans and AI operating inside the same system instead of separate silos.

Sources
  1. With AI Vendors: Don't Lose the Whole Cake for Just a Few Berries — Phill Keene, LinkedIn