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Automate Lark with AI Agents.

Automate team communication and operations with Lark and AI workers. Use Toolhouse to streamline messaging, approvals, scheduling, and internal support without manual follow-up.

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Your Lark AI Worker

Lark AI Worker

Active

You: Triage every new employee request coming into our Lark help desk chat today. Categorize each one by HR, IT, payroll, or facilities, ask for missing details, and draft the right follow-up for the assigned owner.

Sorting new Lark requests by team and urgency...

Collecting missing details before routing each case...

47 internal requests triaged and routed in one pass.

The worker organized employee requests by function, filled in missing context through automated follow-up prompts, and prepared owner-ready summaries inside your support...

47Requests routed

68Avg. response time reduced

5 hours of manual triageBeforeto9 minWith Toolhouse

Use cases

Top Lark automation use cases

Use case 1

Automate internal support requests

Toolhouse AI workers can use Lark to handle repetitive internal support workflows across HR, IT, and operations. Workers can collect employee requests, ask follow-up questions, and route each issue to the right owner automatically. This reduces manual triage and helps teams respond faster without adding more admin work. It is especially useful for growing businesses that need better workflow automation for internal service.

Your Lark AI Worker

Lark AI Worker

Active

You: Run our pending approval queue in Lark for purchase requests over $2,000. Find anything stuck for more than 24 hours, notify the right approver, and prepare a summary of budget impact and urgency.

Reviewing approval status across active Lark workflows...

Preparing stakeholder-specific reminders with request context...

19 stalled approvals reactivated before they delayed operations.

The worker identified overdue approvals, matched each request to the correct stakeholder, and packaged the context needed to make a faster decision. Teams avoid bottlene...

19Approvals recovered

54Decision time improved

2 days of manual follow-upBeforeto11 minWith Toolhouse

Use case 2

Streamline team approvals

Approvals often slow down purchasing, policy exceptions, and day-to-day operations. By combining Lark with Toolhouse, AI workers can trigger approval workflows, notify the right stakeholders, and follow up until a decision is made. That keeps requests moving instead of getting lost in chat threads. The result is faster operations and better accountability across the business.

Your Lark AI Worker

Lark AI Worker

Active

You: After every client and cross-functional meeting in Lark this week, summarize the decisions made, pull out action items, assign owners, and send a follow-up message with deadlines.

Scanning meeting notes and conversation threads for decisions...

Assigning owners and drafting deadline-based follow-ups...

83 action items captured and assigned automatically.

The worker turned meeting discussions into structured execution plans, reducing the chance that next steps get buried in notes or chat. Sales, customer success, and oper...

83Action items created

91Follow-up completion rate

7 hours of manual recap workBeforeto14 minWith Toolhouse

Use case 3

Coordinate meeting follow-up

Meetings create action items, but teams often lose momentum after the call ends. AI workers can use Lark to capture discussion outcomes, send follow-up summaries, and assign next steps automatically. This helps sales, customer success, and operations teams turn conversations into clear execution. Better follow-up means fewer dropped tasks and more consistent workflow management.

Your Lark AI Worker

Lark AI Worker

Active

You: Monitor our operations alerts in Lark and escalate only the incidents that threaten customer SLAs. Group similar alerts, summarize likely impact, and notify the on-call lead with recommended next steps.

Grouping duplicate alerts and scoring business impact...

Preparing SLA-focused escalations for on-call responders...

11 high-priority incidents surfaced from 126 alerts.

The worker filtered noisy operational chatter into a focused incident queue, helping the team act on the alerts that matter most. This improves incident response speed,...

11Critical incidents flagged

73Alert noise reduced

continuous manual alert reviewBeforeto6 minWith Toolhouse

Use case 4

Route operational alerts

Operations teams need quick visibility when something important changes. Toolhouse can use Lark to send alerts from business workflows, escalate urgent issues, and make sure the right people are notified in real time. AI workers can also classify alerts so teams focus on what actually needs action. This supports faster incident response and more efficient monitoring.

Your Lark AI Worker

Lark AI Worker

Active

You: Automate team communication and operations with Lark and AI workers. Use Toolhouse to streamline messaging, approvals, scheduling, and internal support without manual follow-up.

Reading workflow context...

Preparing the next best action...

Route operational alerts

Operations teams need quick visibility when something important changes. Toolhouse can use Lark to send alerts from business workflows, escalate urgent issues, and make...

-Tasks handled

-Actions ready

manualBeforetominutesWith Toolhouse

Use case 5

Summarize team activity

Leaders need a simple view of what is happening across projects, requests, and internal communication. AI workers can use Lark to compile updates, summarize progress, and create reporting snapshots for managers. This reduces the need for manual status gathering and gives decision makers better operational visibility. It is a practical way to improve reporting and coordination without extra meetings.

Your Lark AI Worker

Lark AI Worker

Active

You: Automate team communication and operations with Lark and AI workers. Use Toolhouse to streamline messaging, approvals, scheduling, and internal support without manual follow-up.

Reading workflow context...

Preparing the next best action...

Summarize team activity

Leaders need a simple view of what is happening across projects, requests, and internal communication. AI workers can use Lark to compile updates, summarize progress, an...

-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 Lark with AI workers

Common questions about Lark automation with AI workers.

How can Toolhouse automate Lark workflows?

Toolhouse lets you build AI workers that use Lark to automate internal support, approvals, scheduling follow-up, operational alerts, and team reporting. This helps businesses reduce repetitive work and keep workflows moving faster.

Is Lark a good fit for AI-driven business automation?

Yes. Lark is a strong fit for AI-driven workflow automation because it sits at the center of team communication, coordination, and day-to-day operations where manual follow-up often creates delays.

What teams benefit most from Lark automation?

Operations, HR, IT, customer support, and management teams benefit most because they can use Lark automation to improve response times, reduce admin overhead, and keep business workflows organized.

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