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Automate Cortex with AI Agents.

Automate Cortex with AI workers to streamline engineering workflows, improve service visibility, and reduce repetitive operational admin across software teams.

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Your Cortex AI Worker

Cortex AI Worker

Active

You: Review our service catalog and flag any services missing an owner, on-call rotation, or runbook. Draft follow-up tasks for the responsible engineering managers and prioritize anything tied to customer-facing s...

Scanning service ownership records across the catalog...

Prioritizing high-risk gaps in customer-facing systems...

18 service ownership gaps identified and routed for follow-up.

The worker organized missing ownership metadata across the service catalog, highlighted the highest-risk customer-facing services first, and prepared follow-up tasks for...

18Services flagged

9Manager tasks drafted

2 daysBeforeto11 minWith Toolhouse

Use cases

Engineering effectiveness automation with Cortex

Use case 1

Automate engineering visibility and service workflows

Toolhouse AI workers can use Cortex to support workflows around engineering metrics, service ownership, and developer effectiveness. Workers can monitor changes, trigger follow-up actions, and reduce the manual effort required to keep engineering workflows moving. This helps platform, DevOps, and leadership teams improve visibility while organizing software operations more effectively.

Your Cortex AI Worker

Cortex AI Worker

Active

You: Analyze team health signals for the past 30 days and surface which services have declining reliability, missing operational standards, or repeated alerts. Summarize the top issues for our platform team standup.

Reviewing recent service health and reliability signals...

Compiling the top operational risks for platform review...

7 at-risk services surfaced for platform review.

The worker grouped recent reliability and operational health signals into a concise summary, showing which services need immediate platform attention and which recurring...

7At-risk services

22Issues summarized

6 hoursBeforeto8 minWith Toolhouse

Use case 2

Track team health and operational signals

Engineering workflows create the most value when service or team signals automatically trigger the right next action. By combining Cortex with Toolhouse, AI workers can support ownership follow-up, health monitoring, and operational coordination across engineering organizations. That improves speed and helps teams act on delivery and reliability signals more consistently.

Your Cortex AI Worker

Cortex AI Worker

Active

You: Prepare a weekly engineering operations report showing service maturity trends, scorecard gaps, and teams that need follow-up on production readiness standards. Keep it executive-friendly and action oriented.

Aggregating scorecard and service maturity data...

Drafting an executive summary with action items...

Weekly engineering report prepared with 12 scorecard gaps.

The worker turned raw engineering effectiveness signals into an executive-ready summary, highlighting maturity trends, missing standards, and the teams that need action...

12Scorecard gaps found

5Teams requiring follow-up

1 dayBeforeto14 minWith Toolhouse

Use case 3

Support platform and DevOps teams

Teams often lose time manually checking service health, coordinating engineering follow-up, and tracking repetitive operational metrics. AI workers can use Cortex to support those recurring workflows, reduce repetitive admin, and maintain better visibility into what needs attention. This makes developer effectiveness operations easier to scale across teams and services.

Your Cortex AI Worker

Cortex AI Worker

Active

You: Find services with repeated compliance or readiness issues across the last quarter, identify patterns by team, and draft a remediation queue our DevOps leads can work through this sprint.

Reviewing quarterly readiness and compliance signals...

Grouping recurring gaps into prioritized remediation work...

14 recurring readiness issues converted into a remediation queue.

The worker identified repeated engineering and compliance gaps across teams, grouped them by underlying pattern, and created a sprint-ready remediation list for DevOps l...

14Recurring issues found

6Teams impacted

3 daysBeforeto19 minWith Toolhouse

Use case 4

Reduce repetitive engineering admin

Organizations also benefit from stronger reporting on engineering health, workflow bottlenecks, and delivery trends. Toolhouse can automate Cortex-based workflows that summarize service activity, flag issues, and support recurring platform reviews. That improves oversight without adding more manual reporting work.

Your Cortex AI Worker

Cortex AI Worker

Active

You: Automate Cortex with AI workers to streamline engineering workflows, improve service visibility, and reduce repetitive operational admin across software teams.

Reading workflow context...

Preparing the next best action...

Reduce repetitive engineering admin

Organizations also benefit from stronger reporting on engineering health, workflow bottlenecks, and delivery trends. Toolhouse can automate Cortex-based workflows that s...

-Tasks handled

-Actions ready

manualBeforetominutesWith Toolhouse

Use case 5

Report software delivery trends

Leadership teams benefit from reporting on service ownership, delivery quality, and workflow efficiency. AI workers can summarize Cortex activity into reports on engineering trends, operational gaps, and business impact, helping teams improve software operations over time. Better reporting supports stronger platform strategy and smarter engineering management.

Your Cortex AI Worker

Cortex AI Worker

Active

You: Automate Cortex with AI workers to streamline engineering workflows, improve service visibility, and reduce repetitive operational admin across software teams.

Reading workflow context...

Preparing the next best action...

Report software delivery trends

Leadership teams benefit from reporting on service ownership, delivery quality, and workflow efficiency. AI workers can summarize Cortex activity into reports on enginee...

-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 Cortex with AI workers

Common questions about Cortex automation with AI workers.

How can Toolhouse automate Cortex workflows?

Toolhouse lets you build AI workers that use Cortex to automate engineering follow-up, service health workflows, platform coordination, and reporting across teams.

Is Cortex a good fit for AI workers?

Yes. Cortex is a strong fit for AI workers because engineering operations workflows are repetitive and benefit from automated visibility, follow-up, and routing.

What teams benefit from Cortex automation?

Engineering, DevOps, platform, and leadership teams benefit most because they can reduce repetitive admin and manage software workflows more efficiently.

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