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Automate Daffy with AI Agents.

Automate Daffy with AI workers to streamline donation workflows, improve donor follow-up, and reduce repetitive nonprofit admin across giving operations.

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Your Daffy AI Worker

Daffy AI Worker

Active

You: Review this week’s donation activity, flag first-time donors above $500, draft personalized thank-you follow-ups, and highlight any gifts that still need internal acknowledgment.

Scanning recent donation activity...

Drafting personalized donor follow-ups...

18 high-value donor follow-ups prepared in one pass.

The worker organized recent donation activity, identified first-time donors worth prioritizing, and drafted tailored outreach for your team to send. It also surfaced gif...

18Donors prioritized

18Follow-ups drafted

6 hoursBeforeto8 minWith Toolhouse

Use cases

Nonprofit donation automation with Daffy

Use case 1

Automate donation and nonprofit giving workflows

Toolhouse AI workers can use Daffy to support workflows around giving activity, donations, and nonprofit-related financial coordination. Workers can monitor updates, trigger follow-up actions, and reduce the manual effort required to keep donation workflows moving. This helps nonprofit, finance, and operations teams improve responsiveness while organizing giving operations more effectively.

Your Daffy AI Worker

Daffy AI Worker

Active

You: Find recurring donors whose giving has slowed in the last 90 days, group them by donation history, and prepare re-engagement messages for our development team.

Comparing current giving against prior periods...

Segmenting donors by retention risk...

42 at-risk recurring donors identified for re-engagement.

The worker grouped donors by past giving behavior, highlighted where recurring support appears to be dropping off, and prepared segmented outreach recommendations. This...

42At-risk donors found

4Segments created

2 daysBeforeto11 minWith Toolhouse

Use case 2

Track donor activity and follow-up

Donation workflows create the most value when contribution events automatically trigger the right next action. By combining Daffy with Toolhouse, AI workers can support donor follow-up, internal coordination, and operational routing across giving and finance workflows. That improves consistency and helps teams strengthen donor relationships with less manual effort.

Your Daffy AI Worker

Daffy AI Worker

Active

You: Summarize monthly donation performance by campaign, flag missed follow-up tasks, and prepare an operations-ready report for our fundraising and finance leads.

Compiling campaign donation performance...

Checking workflows for missed follow-up steps...

Monthly giving report generated with 9 follow-up gaps flagged.

The worker turned donation activity into a clean operating summary for leadership, showing campaign performance trends and surfacing missed donor actions that could impa...

7Campaigns summarized

9Gaps flagged

1 dayBeforeto7 minWith Toolhouse

Use case 3

Support nonprofit finance and engagement teams

Teams often lose time manually checking donations, coordinating reminders, and following up on repetitive giving-related tasks. AI workers can use Daffy to support those recurring workflows, reduce repetitive admin, and maintain better visibility into what needs attention. This makes nonprofit giving operations easier to scale across programs and campaigns.

Your Daffy AI Worker

Daffy AI Worker

Active

You: Review all donations from our year-end campaign, identify major-gift opportunities, and draft a prioritized next-step plan for stewardship and outreach.

Reviewing year-end donor patterns...

Ranking major-gift opportunities by potential...

11 major-gift opportunities surfaced from year-end donors.

The worker reviewed year-end giving patterns, identified donors with strong upgrade potential, and organized a stewardship plan your team can act on immediately. That he...

11Major-gift prospects found

16Actions prepared

3 daysBeforeto14 minWith Toolhouse

Use case 4

Reduce repetitive giving admin

Organizations also benefit from stronger reporting on donor trends, workflow bottlenecks, and giving performance. Toolhouse can automate Daffy-based workflows that summarize donation activity, flag follow-up gaps, and support recurring nonprofit reviews. That improves oversight without adding more manual reporting work.

Your Daffy AI Worker

Daffy AI Worker

Active

You: Automate Daffy with AI workers to streamline donation workflows, improve donor follow-up, and reduce repetitive nonprofit admin across giving operations.

Reading workflow context...

Preparing the next best action...

Reduce repetitive giving admin

Organizations also benefit from stronger reporting on donor trends, workflow bottlenecks, and giving performance. Toolhouse can automate Daffy-based workflows that summa...

-Tasks handled

-Actions ready

manualBeforetominutesWith Toolhouse

Use case 5

Report donation performance trends

Leadership teams benefit from reporting on donation patterns, workflow efficiency, and fundraising impact. AI workers can summarize Daffy activity into reports on donor engagement, giving trends, and operational outcomes, helping teams improve nonprofit operations over time. Better reporting supports stronger fundraising strategy and smarter donor management.

Your Daffy AI Worker

Daffy AI Worker

Active

You: Automate Daffy with AI workers to streamline donation workflows, improve donor follow-up, and reduce repetitive nonprofit admin across giving operations.

Reading workflow context...

Preparing the next best action...

Report donation performance trends

Leadership teams benefit from reporting on donation patterns, workflow efficiency, and fundraising impact. AI workers can summarize Daffy activity into reports on donor...

-Tasks handled

-Actions ready

manualBeforetominutesWith Toolhouse

Testimonials

What our customers say

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“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

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EngineeringSince 2025

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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 Daffy with AI workers

Common questions about Daffy automation with AI workers.

How can Toolhouse automate Daffy workflows?

Toolhouse lets you build AI workers that use Daffy to automate donor follow-up, giving workflows, nonprofit routing, and reporting across fundraising teams.

Is Daffy a good fit for AI workers?

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

What teams benefit from Daffy automation?

Nonprofit, finance, fundraising, and operations teams benefit most because they can reduce repetitive giving admin and manage donor workflows more efficiently.

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