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AI Builder for Workflows Gets a Major Upgrade

SMBcrm has rebuilt the AI Builder in workflows with live streaming progress, session memory, multi-edit prompts, smarter canvas behavior, and improved Chat and Learn modes.

S
SMBcrm Team · May 1, 2026

SMBcrm has rebuilt the AI Builder in workflows as a streaming, context-aware copilot for creating, editing, and learning about workflows. The update improves transparency, session continuity, and multi-step requests inside automation workflows while connecting naturally with broader AI features.

What changed

Live streaming progress

Builds, edits, and questions now stream results in real time. A step-by-step progress card shows when the AI is asking clarifying questions, searching for actions and triggers, creating the schema, placing it into the workflow, or validating the result.

Live streaming workflow AI progress

Multiple edits in one request

You can ask for several workflow changes in a single message, such as renaming a workflow step, adding a 24-hour wait, and turning off re-entry. The AI can process those changes together instead of requiring separate prompts.

Session memory and continuity

The AI keeps the current session context, so follow-up instructions like changing a wait from 24 hours to 48 hours can refer back to the previous request. If you close the sidebar and reopen it, the chat history and progress remain available.

Smarter workflow canvas behavior

When you start a build from a canvas that already contains a workflow, the AI asks whether you want to start fresh or edit the existing workflow. This removes the need to manually create a separate workflow just to begin a new AI-assisted build.

AI builder start fresh prompt

Context-aware suggestions

The AI sidebar now adapts to the workflow state. A blank canvas shows build-from-scratch prompts, an existing workflow shows Make it and Fix it suggestions based on the current flow, and Chat Mode surfaces knowledge prompts.

Context-aware workflow AI suggestions

Chat to Build handoff

When you ask a build-related question in Chat Mode, a Continue in Build Mode button appears. Selecting it switches modes and auto-submits the request.

Continue in Build Mode from chat

Learn Mode 2.0

Learn Mode responses stream in real time and include related follow-up questions at the end of each answer, supported by a dedicated knowledge base search tool.

Brand-neutral AI output

The AI is designed not to reference the platform by name in generated output, reducing cleanup for teams that expose the builder to end users.

Why it matters

This update makes Workflow AI Builder interactions easier to follow and reduces the need for repeated prompts. The rebuilt architecture also supports future workflow AI capabilities without requiring the pipeline to be rewritten.

In Case You Missed It

For another automation-related improvement, read Custom Date Reminders Now Support More CRM Record Types.

Release Images

Workflow AI Builder sidebar with multi-edit prompt

Workflow AI Builder Learn Mode response with related follow-ups

Need Help Applying This Update?

If you’d like help rolling this out in SMBcrm, visit Support or request a demo.

Tags Improvement AI Automation
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