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Automate Mural with AI Agents.

Automate collaborative planning with Mural and AI workers. Use Toolhouse to turn workshop inputs, team feedback, and sticky-note chaos into organized workflows that move projects forward.

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Your Mural AI Worker

Mural AI Worker

Active

You: Review our quarterly planning board in Mural, group the sticky notes into themes, pull out the top 10 decisions, and turn the highest-priority ideas into owners, deadlines, and next steps for each team.

Scanning workshop clusters and decision notes...

Converting brainstorm themes into assigned next steps...

Quarterly planning follow-up generated in 9 minutes.

The worker transformed an unstructured planning board into a clear execution plan with grouped themes, assigned owners, and deadline-ready action items. Teams leave the...

24Action items created

10Decisions captured

6 hoursBeforeto9 minWith Toolhouse

Use cases

Top Mural automation use cases

Use case 1

Summarize workshop outcomes

Mural is often where strategy sessions, retrospectives, and planning workshops create valuable ideas, but the follow-up work usually stays manual. Toolhouse AI workers can organize notes, cluster themes, and generate clear summaries from busy boards so teams do not lose momentum after the session ends. This helps operations, product, and leadership teams move from discussion to execution faster.

Your Mural AI Worker

Mural AI Worker

Active

You: Take this retrospective board from Mural, summarize the biggest blockers mentioned by engineering, support, and product, then route each issue to the right team with urgency tags and suggested follow-up action...

Analyzing retrospective notes across departments...

Ranking blockers by frequency, urgency, and owner...

17 blockers triaged and routed automatically.

Instead of having a project manager manually read every note and sort feedback, the worker identified recurring issues, prioritized the most urgent blockers, and organiz...

17Blockers routed

3Teams aligned

4.5 hoursBeforeto11 minWith Toolhouse

Use case 2

Turn boards into action plans

Many teams use Mural for brainstorming but still rely on someone to manually convert ideas into next steps. AI workers can review board content, identify priorities, and create structured action plans for projects, support improvements, or cross-functional initiatives. That reduces admin work and makes workflow automation more useful after every planning session.

Your Mural AI Worker

Mural AI Worker

Active

You: Go through the customer journey mapping board in Mural, identify the top friction points mentioned across sales and onboarding, and create a prioritized improvement list with estimated business impact for each...

Reviewing customer journey notes and pain-point clusters...

Estimating impact and ranking fixes by urgency...

8 customer friction points prioritized for action.

The worker turned collaborative journey-mapping input into a ranked improvement plan focused on the highest-impact pain points. This helps revenue and operations teams a...

8Friction points identified

5Workstreams created

1 full dayBeforeto14 minWith Toolhouse

Use case 3

Route stakeholder feedback

Collaborative boards often collect feedback from multiple departments, which can be hard to sort and route. Toolhouse AI workers can classify comments from Mural, separate requests by team or topic, and send the right feedback into support, operations, or product workflows. This makes stakeholder collaboration easier to scale without adding more manual coordination.

Your Mural AI Worker

Mural AI Worker

Active

You: Analyze the last six Mural boards from leadership workshops, extract recurring themes around hiring, delivery risk, and customer feedback, and prepare an executive summary with the top trends we should address...

Comparing themes across multiple Mural sessions...

Drafting leadership-ready summary of recurring signals...

Executive trend summary built from 6 workshop boards.

The worker synthesized repeated patterns across multiple sessions and surfaced the issues leadership should address first. Instead of manually reviewing every board, exe...

6Boards analyzed

12Themes surfaced

2 daysBeforeto18 minWith Toolhouse

Use case 4

Track planning and delivery risks

Planning sessions frequently surface blockers, dependencies, and open questions that get buried once the meeting ends. AI workers can scan Mural boards for unresolved issues, flag delivery risks, and trigger follow-up workflows so teams know what needs attention first. That gives managers better visibility and helps prevent delays before they affect execution.

Your Mural AI Worker

Mural AI Worker

Active

You: Automate collaborative planning with Mural and AI workers. Use Toolhouse to turn workshop inputs, team feedback, and sticky-note chaos into organized workflows that move projects forward.

Reading workflow context...

Preparing the next best action...

Track planning and delivery risks

Planning sessions frequently surface blockers, dependencies, and open questions that get buried once the meeting ends. AI workers can scan Mural boards for unresolved is...

-Tasks handled

-Actions ready

manualBeforetominutesWith Toolhouse

Use case 5

Report on collaboration themes

Mural boards contain useful signals about team priorities, customer pain points, and recurring operational issues. Toolhouse can use AI workers to extract trends across sessions, summarize common themes, and prepare reporting for leaders who need fast visibility into what teams are seeing. This turns collaborative input into practical insights for business automation and decision-making.

Your Mural AI Worker

Mural AI Worker

Active

You: Automate collaborative planning with Mural and AI workers. Use Toolhouse to turn workshop inputs, team feedback, and sticky-note chaos into organized workflows that move projects forward.

Reading workflow context...

Preparing the next best action...

Report on collaboration themes

Mural boards contain useful signals about team priorities, customer pain points, and recurring operational issues. Toolhouse can use AI workers to extract trends across...

-Tasks handled

-Actions ready

manualBeforetominutesWith Toolhouse

Testimonials

What our customers say

1,000,000+ agents· 15,000+ teams· 1,000+ integrations· Start for free

“We built in record time what would have taken weeks otherwise! I can honestly say that without Toolhouse, our team would have been spending much MUCH more time delivering AI features in the products we're building.”

Marcos Ocón

COO @ Develative (Developer Agency)

EngineeringSince 2025

“I built an agent that qualifies my leads and books calls automatically. No developer, no agency. It paid for itself in the first week.”

Andrew Njoo

Founder @ Stack2Sale

MarketingSince 2025

“Our team of 12 was drowning in repetitive tasks. We described what we needed and the agent just worked. We didn't write a single line of code.”

Kristian Freeman

Manager @ Large Engineering Company

InfrastructureSince 2025

Pricing

Simple, transparent pricing

Start free, scale as you grow. No hidden fees, no surprises.

Business

$500/month

Includes FREE unlimited tokens

Credits / month25,000
Workers50
Log retention30 days
Worker email inboxIncluded
OnboardingIncluded
Organizations—
Account engineer—
SupportSlack, Email

Start now →

No credit card needed

For scaling businesses

Business Max

$1,200/month

Includes FREE unlimited tokens

Credits / month80,000
Workers500
Log retention1 year
Worker email inboxIncluded
OnboardingIncluded
OrganizationsIncluded
Account engineerOn demand
SupportPriority (Slack, Email, Phone)

Start now →

No credit card needed

For larger companies

Enterprise

Custom

For scaling needs

Credits / monthVolume pricing
WorkersUnlimited
Log retentionCustom
Worker email inboxIncluded
OnboardingIncluded
OrganizationsIncluded
Account engineerNamed
SupportCustom

Talk to sales →

14-day free trial on all plans · cancel anytime

FAQ

Using Mural with AI workers

Common questions about Mural automation with AI workers.

How can Toolhouse automate Mural workflows?

Toolhouse lets you build AI workers that use Mural to summarize workshops, organize collaboration input, route feedback, and trigger follow-up actions across operations, planning, and project workflows.

What is a strong use case for Mural and AI workers?

A strong use case is automating post-workshop follow-up. AI workers can turn Mural boards into summaries, action items, and prioritized next steps so teams spend less time on manual cleanup and more time on execution.

Why connect Mural to workflow automation?

Connecting Mural to workflow automation helps teams capture more value from brainstorming and planning sessions by reducing repetitive admin work, improving follow-through, and turning collaboration into measurable business outcomes.

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