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Automate Aryn with AI Agents.

Automate Aryn with AI workers to process complex documents, extract structured insights, and improve document-heavy business workflows.

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Your Aryn AI Worker

Aryn AI Worker

Active

You: Review the 240 supplier contracts we received this quarter, extract renewal dates, termination clauses, pricing changes, and auto-flag anything with non-standard legal language for procurement and legal review.

Parsing contract language across uploaded files...

Extracting renewal terms and exception clauses...

240 contracts processed and 37 renewal risks surfaced before they became expensive surprises.

The worker organized contract data into a structured review summary, highlighted pricing and clause changes, and flagged high-risk agreements for legal follow-up. Procur...

240Contracts reviewed

37Risks flagged

3 weeksBeforeto18 minWith Toolhouse

Use cases

Document intelligence automation with Aryn

Use case 1

Extract insights from complex documents

Toolhouse AI workers can use Aryn to support workflows that depend on reading, structuring, and understanding complex documents across research, operations, finance, and compliance teams. Workers can process files, extract relevant information, and trigger downstream actions automatically. This helps teams reduce manual review while turning documents into more usable business data.

Your Aryn AI Worker

Aryn AI Worker

Active

You: Process the last 6 months of customer onboarding documents, extract missing fields, identify incomplete submissions, and prepare a follow-up list for the operations team so accounts don't stall in review.

Reviewing onboarding packets for missing data...

Grouping exceptions by document type and priority...

128 onboarding files triaged and 29 stalled accounts moved back into the pipeline.

The worker scanned each onboarding package, identified missing documentation and incomplete fields, then grouped accounts by issue type for faster follow-up. Operations...

128Files processed

29Accounts recovered

5 daysBeforeto11 minWith Toolhouse

Use case 2

Automate document processing workflows

Document workflows become far more valuable when extracted insights directly drive the next operational step. By combining Aryn with Toolhouse, AI workers can analyze incoming files, surface important content, and route follow-up tasks, approvals, or updates automatically. That improves speed and consistency across document-heavy operations.

Your Aryn AI Worker

Aryn AI Worker

Active

You: Analyze our incoming insurance claim documents, extract claim amounts, incident dates, claimant details, and flag any submissions with inconsistent information or missing supporting evidence for manual review.

Extracting claim fields from multi-page documents...

Checking for inconsistencies across forms and attachments...

412 claim files processed with 54 exception cases routed for faster adjudication.

The worker converted unstructured claim packets into structured records, identified inconsistencies across forms and attachments, and created a review queue for edge cas...

412Claims processed

54Exceptions flagged

2 weeksBeforeto22 minWith Toolhouse

Use case 3

Support knowledge and research operations

Research and back-office teams often lose time sorting through long files, reports, and unstructured records. AI workers can use Aryn to organize this work, support recurring review workflows, and reduce repetitive analysis without sacrificing visibility into what matters. This makes document intelligence more practical for business execution.

Your Aryn AI Worker

Aryn AI Worker

Active

You: Go through our research library of earnings reports, board decks, and market briefs, extract company performance signals, summarize recurring themes, and build a digest our strategy team can use for next week'...

Reading reports and extracting performance signals...

Summarizing trends across earnings and market documents...

86 research documents synthesized into a decision-ready strategy brief.

The worker pulled out relevant financial and market insights, grouped recurring themes across documents, and produced a concise summary the strategy team can act on imme...

86Documents analyzed

14Themes surfaced

4 daysBeforeto9 minWith Toolhouse

Use case 4

Reduce manual review work

Organizations also need stronger reporting on document throughput, extraction quality, and operational exceptions. Toolhouse can automate Aryn-based workflows that summarize results, notify stakeholders, and support recurring analysis of document processing performance. That improves oversight while reducing administrative overhead.

Your Aryn AI Worker

Aryn AI Worker

Active

You: Automate Aryn with AI workers to process complex documents, extract structured insights, and improve document-heavy business workflows.

Reading workflow context...

Preparing the next best action...

Reduce manual review work

Organizations also need stronger reporting on document throughput, extraction quality, and operational exceptions. Toolhouse can automate Aryn-based workflows that summa...

-Tasks handled

-Actions ready

manualBeforetominutesWith Toolhouse

Use case 5

Report document workflow performance

Leadership teams benefit from reporting on processed volume, workflow bottlenecks, and insight extraction outcomes. AI workers can summarize Aryn activity into reports on document trends, recurring issues, and automation performance, helping teams improve document operations over time. Better reporting supports smarter knowledge workflows and operational efficiency.

Your Aryn AI Worker

Aryn AI Worker

Active

You: Automate Aryn with AI workers to process complex documents, extract structured insights, and improve document-heavy business workflows.

Reading workflow context...

Preparing the next best action...

Report document workflow performance

Leadership teams benefit from reporting on processed volume, workflow bottlenecks, and insight extraction outcomes. AI workers can summarize Aryn activity into reports o...

-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 Aryn with AI workers

Common questions about Aryn automation with AI workers.

How can Toolhouse automate Aryn workflows?

Toolhouse lets you build AI workers that use Aryn to automate document analysis, insight extraction, workflow routing, and reporting across business teams.

Is Aryn a good fit for AI workers?

Yes. Aryn is a strong fit for AI workers because complex document workflows benefit from structured extraction, automated follow-up, and better operational visibility.

What teams benefit from Aryn automation?

Operations, research, finance, compliance, and support teams benefit most because they can reduce manual document review and turn unstructured content into useful workflows.

Build this integration workflow in minutes

Turn your best documented process into a repeatable AI worker job.

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