Buyer's guideNo named competitors

Questions to ask before letting any AI tool message your customers

A tool that will draft, send, and rewrite anything you ask it to has not thought about your business's edges. Six questions about disclosure, holds, and honest delivery reporting — with Automix's own answer to each, across five different agents.

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What this guide will not do

No named or characterised competitorNo invented statistic or ratingHonest where our own answer is a limit

Before you buy

A tool with no refusals has not thought about the regulated edges of your business.

'Can it write and send a message to my customer' is the wrong first question to ask an AI tool. The right one is what it refuses to do on the way there — does it disclose itself, does a human get a chance to catch a mistake before it reaches someone, does it tell you honestly when a send actually failed instead of reporting success. A tool with an answer to every one of those is worth trusting with your customers. A tool that has never considered the question is not, no matter how fluent its drafts are.

The six questions below span several different places in Automix's own product where AI-generated content can reach — or almost reach — a customer: a WhatsApp reply, a social caption, an email campaign, a phone script. Each answer names which agent it is about and how that agent actually behaves, including the one place the human-review hold is built but not yet delivering a notification to the person who needs to clear it.

Ask what it refuses to do

A tool with no refusals has not thought about the edges of your business.

These are specific refusals in Automix's own code, named so you can ask the same question of anything else you evaluate.

It will not create an AI session with no disclosure the customer sees

The disclosure is not a setting that can be left off — there is no code path that creates a session without it.

It will not produce filler copy when no AI provider is configured

An unconfigured model returns an explicit 503 naming what is missing, never a generic draft standing in for a real one.

It will not send AI-marked campaign copy without a named human clearing the hold

The hold is automatic on any AI-marked copy, and any later edit re-arms it — there is no send path that skips a human reviewer for AI-assisted campaign content.

Evaluation criteria

6 questions to ask any vendor in this category.

Ask these of Automix and of anything else on your shortlist. The status pill is how the honest answer scores today, not a claim of perfection.

Can an AI agent start replying to a customer with no disclosure that it is AI?

Why it matters. A customer who believes they are talking to a person is owed a correction the moment that stops being true — both as a matter of basic honesty and, in a growing number of jurisdictions, as a matter of law. The mechanical test: is there a code path where an AI session begins with nothing shown to the customer first?

How Automix answers it. No — an AI agent session cannot be created without a disclosure the customer sees. Handing off to a person is immediate and idempotent, and it marks the conversation operator-handled so the bot stops replying — asking for a human twice does not queue two people.

Works today

If no AI model is configured, does the tool fail loudly, or quietly send filler instead?

Why it matters. This is a specific and common failure mode: a workspace has not yet added an API key for the underlying model, and rather than surfacing that clearly, the feature returns a generic, low-effort output and calls it a draft. It looks like the feature working badly instead of not working — which delays anyone noticing and fixing it.

How Automix answers it. An unconfigured AI provider returns an explicit 503 naming what is missing — never filler text standing in for a real draft. Saved caption templates and the rest of the compose workflow continue to work with no AI provider connected at all.

Needs your setup

Is AI-marked copy automatically held for a named human to clear before it can be sent to a list?

Why it matters. Email and messaging campaigns can reach thousands of people in one send. If AI-generated copy in a campaign is treated identically to human-written copy — no extra hold, no extra reviewer step — a hallucinated claim or an invented statistic can go out before anyone who understands the regulatory stakes has looked at it.

How Automix answers it. AI-marked copy is always held: the same regulated-claim guard that runs elsewhere in the product runs over it, a named human must clear the hold before send, and any later edit to the copy re-arms the hold rather than letting a stale clearance carry forward. Generating and rewriting copy both work end-to-end now — the routes for each call the LLM with a prompt that forbids invented prices, guarantees or regulated claims, parse its reply, and write the result through the same code path a hand-typed campaign uses, with the AI-generated flag always set so the hold still applies. Every call is logged for audit. Both routes need an LLM key configured; without one they return an error naming the missing key rather than a stub draft.

Needs your setup

Can the AI-disclosure or human-handoff option be quietly switched off in an automated flow?

Why it matters. A flow-builder that lets someone remove the disclosure step to make an interaction feel more human, or remove the handoff option to keep a customer inside the automation longer, is a flow-builder configured for deception by omission — even if nobody intended it that way when they clicked delete.

How Automix answers it. Every way of building a call script — a template, a hand-built configuration, or a plain-English description — writes through the same normaliser, which re-inserts the AI-disclosure and human-handoff nodes on every write. Wording is editable; their existence in the flow is not, and deleting them from a draft does not take effect.

Works today

When AI-generated copy is rewritten or shortened, is it checked for a fact the original did not have?

Why it matters. A rewrite pass — shorten this, make it punchier — is exactly where a generated claim can drift further from the truth than the first draft did, because each pass compounds on the last one with no anchor back to the original facts.

How Automix answers it. A flag row is created per finding, a decision carries who decided and when, and a document cannot reach approved status while a flag on its current version is open. Editing an approved document takes it back out of approved automatically, so an approval can never attach to words nobody actually reviewed.

Works today

If AI-drafted content misses its delivery window, does the tool still report it as sent?

Why it matters. This is not specific to AI, but it is where an AI-drafted reply's failure is easiest to miss: a generated response that took a few minutes too long to leave the queue, sent into a channel with a delivery window, needs the same honest 'this did not go through' signal as anything else — not a success status that happens to be wrong.

How Automix answers it. A free-form reply outside WhatsApp's 24-hour service window is refused with a 409 naming the approved-template alternative, before a provider is ever called — whether the reply was AI-drafted or typed by a person makes no difference to the check.

Works today

Where we do not measure up yet

In one place: which of the answers above is not a green light.

Pulled straight from the criteria above, not a separate list — a guide that scores itself full marks on every criterion is not one you should believe, ours included.

If no AI model is configured, does the tool fail loudly, or quietly send filler instead?

An unconfigured AI provider returns an explicit 503 naming what is missing — never filler text standing in for a real draft. Saved caption templates and the rest of the compose workflow continue to work with no AI provider connected at all.

Needs your setup

Is AI-marked copy automatically held for a named human to clear before it can be sent to a list?

AI-marked copy is always held: the same regulated-claim guard that runs elsewhere in the product runs over it, a named human must clear the hold before send, and any later edit to the copy re-arms the hold rather than letting a stale clearance carry forward. Generating and rewriting copy both work end-to-end now — the routes for each call the LLM with a prompt that forbids invented prices, guarantees or regulated claims, parse its reply, and write the result through the same code path a hand-typed campaign uses, with the AI-generated flag always set so the hold still applies. Every call is logged for audit. Both routes need an LLM key configured; without one they return an error naming the missing key rather than a stub draft.

Needs your setup

Questions

Common questions.

Is the AI disclosure the same wording everywhere, or does each agent handle it differently?

It differs by channel, because the right disclosure for a WhatsApp conversation and a phone call are not the same interaction — but the underlying rule is consistent across Automix's agents: no code path creates an AI-facing interaction with the disclosure step removable.

Can a workspace turn off the human-review hold on AI-generated campaign copy to move faster?

No — the hold is automatic on any copy marked as AI-assisted, and there is no setting to bypass it. A named human has to clear it before send.

What happens if AI-generated copy gets edited after a human already approved it?

The approval clears automatically. There is no route to sending copy whose final wording was never actually reviewed by the person who approved an earlier draft of it.

Does 'AI refuses to do X' mean the underlying feature does not exist at all?

Not necessarily — several of the refusals here sit inside features that are only partially built. The refusal is real and enforced regardless of how much of the surrounding feature is finished; this guide tells you which is which for each one.

Why does this guide reference five different agents instead of one product?

Because 'letting an AI tool message your customers' is not one feature — it happens across reply drafting, social captions, email campaigns and phone scripts, and each one is a different place the same underlying question needs its own honest answer.

Is any of this available to try today?

Wavy — the WhatsApp agent behind the disclosure and window-guard answers above — is available today. Socie, Patri, Lekha and Wani are still in build, shown with their honest status next to their name rather than marketed as live.

Apply it

Apply these six questions to Wavy, and to anything else that will touch your customers.

Connect a WhatsApp number and see the AI-agent disclosure and the window guard run on a real conversation — then ask the same six questions of anything else with access to your customer list.

Start free trial Read the neutral evaluation framework

Wavy's own status today:Available

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Questions to ask before letting any AI tool message your customers

What this guide will not do

No named or characterised competitorNo invented statistic or ratingHonest where our own answer is a limit

Questions to ask before letting any AI tool message your customers

A tool with no refusals has not thought about the regulated edges of your business.

A tool with no refusals has not thought about the edges of your business.

It will not create an AI session with no disclosure the customer sees

It will not produce filler copy when no AI provider is configured

It will not send AI-marked campaign copy without a named human clearing the hold

6 questions to ask any vendor in this category.

Can an AI agent start replying to a customer with no disclosure that it is AI?

If no AI model is configured, does the tool fail loudly, or quietly send filler instead?

Is AI-marked copy automatically held for a named human to clear before it can be sent to a list?

Can the AI-disclosure or human-handoff option be quietly switched off in an automated flow?

When AI-generated copy is rewritten or shortened, is it checked for a fact the original did not have?

If AI-drafted content misses its delivery window, does the tool still report it as sent?

In one place: which of the answers above is not a green light.

If no AI model is configured, does the tool fail loudly, or quietly send filler instead?

Is AI-marked copy automatically held for a named human to clear before it can be sent to a list?

Common questions.

Apply these six questions to Wavy, and to anything else that will touch your customers.

Evaluate the rest of your stack.

How to choose a WhatsApp business tool

What to look for in a CRM for a small sales team

Choosing a social media scheduling tool

Questions to ask before letting any AI tool message your customers

A tool with no refusals has not thought about the regulated edges of your business.

A tool with no refusals has not thought about the edges of your business.

It will not create an AI session with no disclosure the customer sees

It will not produce filler copy when no AI provider is configured

It will not send AI-marked campaign copy without a named human clearing the hold

6 questions to ask any vendor in this category.

Can an AI agent start replying to a customer with no disclosure that it is AI?

If no AI model is configured, does the tool fail loudly, or quietly send filler instead?

Is AI-marked copy automatically held for a named human to clear before it can be sent to a list?

Can the AI-disclosure or human-handoff option be quietly switched off in an automated flow?

When AI-generated copy is rewritten or shortened, is it checked for a fact the original did not have?

If AI-drafted content misses its delivery window, does the tool still report it as sent?

In one place: which of the answers above is not a green light.

If no AI model is configured, does the tool fail loudly, or quietly send filler instead?

Is AI-marked copy automatically held for a named human to clear before it can be sent to a list?

Common questions.

Apply these six questions to Wavy, and to anything else that will touch your customers.

Evaluate the rest of your stack.

How to choose a WhatsApp business tool

What to look for in a CRM for a small sales team

Choosing a social media scheduling tool