12 situations · 83 platforms

Start with What Is Going Wrong

Nobody wakes up wanting an AI agent. They wake up with a queue full of where-is-my-order, a bill that doubled the month they switched it on, or a vendor who will not say what counts as a resolution. Each list below is filtered on criteria the vendors state publicly.

On a Tight Budget

19

What is the cheapest AI support tool that actually works?

Per-resolution pricing charges you more the better the AI performs. These have predictable bills.

+14

Shopify Stores

6

Which AI support tool can look up an order and issue a refund?

Support that acts on orders, returns and refunds without handing off to a human.

+1

SaaS Startups

20

What should a small SaaS team use before hiring a support person?

Self-serve, quick to deploy, and priced so a traffic spike does not produce a shock invoice.

+15

Regulated Industries

37

Which AI support platforms are HIPAA compliant?

Healthcare, finance and insurance, where a wrong answer is a compliance event rather than a bad review.

+32

Self-Hosted & Open Source

1

Can I self-host an AI support agent and keep customer data in-house?

For teams that cannot send customer conversations to somebody else's cloud.

Support in Slack

3

How do B2B teams run support through shared Slack channels?

For companies whose customers expect a shared channel, not a ticket portal.

Can Process Refunds

5

Which AI can actually issue a refund, not just explain the policy?

Most agents describe your refund policy. Far fewer can act on it.

Multilingual support

4

Which AI supports customers in languages my team doesn't speak?

Previously a hiring problem. Now a configuration problem — if the quality holds in your markets.

Phone and voice

9

Which AI can answer the phone, not just the chat widget?

Voice is priced per minute and lives or dies on latency.

+4

IT and internal helpdesk

5

Can I use this to support my own staff, not just customers?

Often the best place to start — your colleagues are a forgiving audience.

Enterprise, sales-led

31

Which enterprise vendor should I shortlist before the procurement cycle?

No published pricing, long implementations, six-figure contracts.

+26

Still Independent

77

Which vendors have not been acquired by a bigger platform?

Acquisitions change roadmaps and pricing. These are still setting their own direction.

+72

Counts are derived from the directory, so a list and its number cannot disagree. Filters read stated criteria only — where a vendor has not said, it is excluded rather than assumed.