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Automate with AI

Automate Scale AI with AI Agents.

Scale AI automation with AI workers built for real business workflows. Use Toolhouse to streamline operations, lead generation, support, and reporting without adding manual work.

Scale AI Worker
Your Scale AI AI Worker
Thinking
Scanning active labeling queues and delivery deadlines...
Ranking jobs by backlog, reviewer capacity, and SLA risk...
9 at-risk labeling jobs prioritized before SLA breach.
0 Jobs prioritized
0 SLA risk reduced
$0 saved by preventing delayed model delivery
6 hours8 min

Top Scale AI automation use cases

Automate data labeling operations

Automate data labeling operations

Toolhouse can use Scale AI in workflow automation that manages repetitive data labeling and dataset preparation tasks. AI workers can collect job details, route requests, track completion status, and keep operations teams updated automatically. This reduces manual coordination for teams running high-volume AI projects. The result is faster execution and more reliable data operations.

Scale AI Worker
Your Scale AI AI Worker
Thinking
Compiling recent evaluation outcomes across test batches...
Detecting regression patterns and release-blocking failure clusters...
3 release-blocking evaluation issues surfaced fast.
0 Issues identified
0 Reports generated
$0 saved by reducing release delay risk
1 day11 min
Scale AI Worker
Your Scale AI AI Worker
Thinking
Reviewing QA scores, rejection reasons, and vendor output quality...
Mapping recurring annotation errors to remediation actions...
4 vendor quality gaps caught before rework scaled.
0 Vendors flagged
0 Error patterns found
$0 saved by reducing annotation rework costs
8 hours14 min

Speed up model evaluation workflows

Speed up model evaluation workflows

Model development depends on structured evaluation workflows that are often slow to manage by hand. AI workers can coordinate Scale AI evaluation tasks, organize review inputs, and trigger follow-up actions when issues appear. This helps teams move from testing to decision-making faster. It also improves consistency across AI operations and model iteration cycles.

Route quality review tasks

Route quality review tasks

Quality control is one of the most important parts of any AI data workflow. With Scale AI in the loop, Toolhouse AI workers can assign review tasks, escalate exceptions, and summarize common error patterns for operations teams. That makes quality assurance easier to scale across large annotation volumes. Teams spend less time chasing status and more time improving output quality.

Scale AI Worker
Your Scale AI AI Worker
Thinking
Pulling project throughput, backlog, and review activity...
Summarizing delivery risks and cross-team handoff delays...
Weekly AI ops reporting prepared in minutes.
0 Projects summarized
0 Stakeholder updates ready
$0 saved in operations reporting time
5 hours6 min

Even more use cases

Coordinate annotation team handoffs

Coordinate annotation team handoffs

Annotation and data operations often involve multiple teams, vendors, and approval steps. AI workers can use Scale AI inside workflow automation to coordinate handoffs, notify stakeholders, and keep every stage of the process moving on time. This reduces delays between request intake, labeling, review, and delivery. The outcome is a more organized and scalable AI production workflow.

Support AI project reporting

Support AI project reporting

Leaders need visibility into throughput, backlog, and project health across AI operations. Toolhouse can automate reporting workflows using Scale AI activity so AI workers generate summaries for stakeholders without manual spreadsheet work. This helps teams understand where projects are slowing down and what needs attention next. Better reporting supports smarter planning and resource allocation.

Testimonials

What our customers say

7,000+ teams · 1,000+ integrations · Start for free

Marcos Ocón

COO @ Develative (Developer Agency)

"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"

Engineering

customer since 2025

Since 2025

Andrew Njoo

Founder @ Stack2Sale

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

Marketing

Since 2025

customer since 2025

Kristian Freeman

Manager @ Cloudflare

Manager @
Large Engineering Company

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.

Operations

Since 2025

customer since 2024

Pricing

Simple, transparent pricing

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

For scaling businesses

Business Max

$1,200/month

Includes free unlimited tokens

Credits / month
80,000
Workers
500
Log retention
1 year
Worker email inbox
Onboarding
Organizations
Account engineer
On demand
Support
Priority (Slack, Email, Phone)
Start now

No credit card needed

Most popular

Business

$500/month

Includes free unlimited tokens

Credits / month
25,000
Workers
50
Log retention
30 days
Worker email inbox
Onboarding
Organizations
Account engineer
Support
Slack, Email
Start now

No credit card needed

For larger companies

Enterprise

Custom

For scaling needs

Credits / month
Volume pricing
Workers
Unlimited
Log retention
Custom
Worker email inbox
Onboarding
Organizations
Account engineer
Named
Support
Custom
Talk to sales

14-day free trial on all plans · cancel anytime

FAQs

Got questions?

Common questions about Scale AI automation with AI workers.

Do I need any technical skills?

How is this different from Zapier?

Is my data safe?

Do I need any technical skills?

How is this different from Zapier?

Is my data safe?

You can save hours of work every single day!

Stop building agent. Let your computer do all the work.

Don't build agents. Delegate work.

Funded by the European Union
NextGenerationEU

© 2026 Toolhouse Technologies, Inc. All rights reserved

Don't build agents. Delegate work.

Funded by the European Union
NextGenerationEU

© 2026 Toolhouse Technologies, Inc. All rights reserved