Human approval and automation levels in Typewise

Typewise lets you decide how much the AI does on its own: every action in a connected system has its own approval setting with approval by a person on by default, and human review can hold every AI reply on email and WhatsApp until a colleague approves, edits or rejects it. You widen the AI’s scope specialist by specialist, with every action logged and your team able to pause it at any time.

Three settings decide the automation level

There is no single automation slider. The level the AI works at is the combination of three settings, each decided separately.

SettingWhat it holdsDefaultSet per
Human reviewEvery AI reply on email and WhatsApp, until a colleague approves, edits or rejects it.Your choiceChannel and topic
Action approvalAny change in a connected system, such as a refund, an address change or a rebooking.Approval onAction
Hand off conditionsThe situations that send a conversation to the team you define, with the history and a summary attached.Your conditionsSpecialist

Your team decides where the line sits: which topics people handle, which actions need approval, and which answers the AI gives on its own. The architecture behind this is on how it works.

Approving a reply

A reply waiting for approval lands in the Typewise Inbox or in your existing helpdesk with the full context: the conversation, the customer and order data, and the drafted reply. Your agent edits, approves and sends it in a click, and the AI picks the case up again from there.

For billing, a reply approved without changes counts as a full resolution, because the AI did the work and a person only approved it. A reply the person edits counts as a partial resolution. The definition is at what counts as a resolution.

Approving an action

Actions change something in a connected system, if that system offers the operation. Each action has its own description, inputs and approval setting, and you can check it in test conversations before it goes live. You can keep a sensitive action, such as refunds above an amount you set, on human approval while routine ones run on their own.

An input can be limited to verified values: a customer signed in to your portal, an email address confirmed with a one time code, or the phone number on WhatsApp. Without a verified value the action does not run, so a change only applies to that customer’s own order or shipment. Where no integration exists yet, the AI collects what the change needs and raises a manual action for your team.

Hand off to the right team

Hand off conditions are set per specialist, and team routing sends each request to the team that owns it, in the Typewise Inbox or in the helpdesk you already use, such as Salesforce, Zendesk, Freshdesk or Outlook. Tickets and their context flow both ways, so nothing is lost in the hand off, and the customer keeps one conversation rather than starting a new one. More on ticket management.

Growing autonomy step by step

  1. Start with one specialist and human review on

    Read every reply before it goes out. Agents can rate conversations, and an Unrated filter finds the ones still waiting for a quality check.

  2. Switch review off topic by topic

    Once the replies for a topic prove themselves, let that specialist send on its own while the others stay reviewed.

  3. Open up actions one at a time

    Keep approval on for sensitive actions and remove it where the action is routine and the input is a verified value.

  4. Let Nova propose the next change

    Nova, the AI Operator, watches quality, drafts fixes and waits for your approval. Its changes stay drafts until someone on your team publishes them, and Simulator tests check the expected behaviour again after every change.

Typewise recommends this conservative rollout: a single specialist with human review first, then more scope as the evidence comes in.

Logged and under your control

Every action the AI takes is logged, and the Insights Hub shows where conversations escalate to human support and every case where a guardrail held the AI back. Role based access and SSO or SAML control who can change what, and you can pause the AI at any time. Certifications, hosting and audit logging are described in the trust center.

Where to read next

The platform end to end is on how it works. Security, hosting and compliance are in the trust center. Plans and the per resolution rate are on pricing, and the free trial runs on your real tickets for 14 days with no credit card.

Questions buyers ask next.

Only where you allow it. On email and WhatsApp, human review holds every reply until a colleague approves, edits or rejects it. You switch it off per topic once you trust the replies, and a review agent still checks every outgoing response against your guidelines.

Yes. Every action in a connected system is configured separately, and approval by a person is on by default. You decide action by action which ones may run without approval.

Yes. Human review, action approvals and hand off conditions are all set per specialist and per action, so returns can run on their own while refunds above an amount you set wait for a colleague.

The team you route the case to, in the built in Typewise Inbox or in the helpdesk you already use, such as Salesforce, Zendesk, Freshdesk or Outlook. The approval carries the conversation, the customer and order data, and the drafted reply.

Yes, if it was sent without changes: it counts as a full resolution. If the person edits the reply before it goes out, it counts as a partial resolution. See what counts as a resolution.

Every action is logged, the Insights Hub shows escalations and guardrail events, and you can pause the AI at any time. Access is controlled with roles and SSO or SAML.

Start with approval on. Loosen it when you are ready.

The free trial runs on your real inbox with your team in control of what goes out. Nothing is sent that you have not allowed.