Which Conversational AI Platform Fits Your Business?

Enterprise conversational AI platforms (NICE CXone, Genesys Cloud, Salesforce Einstein, Zendesk Suite + AI) are designed for contact centers running hundreds to thousands of agents. They have deep integration with enterprise data warehouses, formal change management workflows, and customer success teams.

Pricing typically starts at $100K/year in committed spend with usage fees on top. Implementation timelines are measured in quarters, not weeks. If you're a service business under 100 employees, you almost certainly do not need this category, and the procurement cycle alone will outlast your patience.

Mid-market horizontal platforms (Ada, Forethought, Ultimate, Drift, Yellow.ai) sit a tier below enterprise. They're still built to handle any vertical, but at $1,500 to $5,000/month they're accessible to companies in the $5M to $50M revenue range.

The trade-off: because they're horizontal, the out-of-the-box workflows aren't specifically designed for your industry. You end up doing customization work, and that customization is where the project schedules slip.

Vertical SMB conversational AI platforms are purpose-built for one or two industries (service businesses, restaurants, medspas, etc.) at price points and onboarding timelines that fit how SMBs actually buy. Lani AI is in this category, built specifically for service businesses, $997 to $1,497/month flat-rate, live in 7 days.

The advantage of vertical SMB platforms is that the workflows you need are already there. The AI receptionist already knows how med spa consultations work. The lead reactivation already understands how roofing leads decay. The dashboard already shows the metrics service business owners care about.

The trade-off: if your business has unusual workflows that don't fit the vertical template, you'll hit ceilings faster than on a horizontal mid-market platform.

DIY conversational AI builders (Voiceflow, Botpress, Microsoft Copilot Studio, OpenAI Assistants API) give you raw tools to construct your own conversational AI. Pricing is usually cheap ($0 to $300/month) but the labor cost is enormous, you're effectively hiring a chatbot developer for 3 to 6 months to build what a Vertical SMB platform ships in 7 days.

These are great if you have a genuinely unusual workflow and an in-house technical team. They're catastrophic if you don't, most DIY conversational AI projects in SMB stall at month three.

Three questions:

First, how many customers do you have? Under 10K, you're in Vertical SMB or DIY territory. 10K to 500K, mid-market horizontal. Over 500K, enterprise.

Second, how unusual are your workflows? If you're a med spa, roofer, dental practice, or other standard service business, Vertical SMB. If your business has truly unique processes, mid-market horizontal or DIY.

Third, what's your timeline? Need it live in weeks, Vertical SMB. Months, mid-market. Quarters, enterprise.

Most service businesses end up firmly in Vertical SMB on all three questions, but get sold mid-market platforms because the mid-market sales process is more aggressive. Don't buy capability you don't need.

A demo that only works on the vendor's example business. Ask them to set it up for yours, with your services and your hours, before you go any further.

No answer to "what happens when it doesn't know?" Every platform will meet a question it can't answer. The good ones transfer the caller or take a message cleanly. The weak ones guess.

And a long build before anything goes live. If you run a service business and the timeline is measured in months, you're probably looking at a category built for someone else.

Pick the 3 conversations that matter most to your business, usually a new booking, a change to an existing one and a pricing question, and make the platform handle all 3 on a real line.

Check what happens after the conversation too: did the booking land in your calendar, did the record show up in your CRM, did the customer get a confirmation? Our guide to AI receptionist integrations covers what to look for.

Lani AI is built for the vertical SMB category, and the 7-day pilot is completely free, so you can run those 3 tests on your own calls. If you decide to move forward, there's a setup.