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Expert AI Labs
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199
roles mapped and scored
17
industries with a playbook
25
automation playbooks

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  • ๐Ÿ›ก๏ธRisk ManagementFraud, policy, a signed audit trail
  • ๐Ÿ”„Digital TransformationOne operating layer, not another tool
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Coverage at a glance

199
roles scored
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departments
25
playbooks

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199
roles mapped and scored
17
industries with a playbook
25
automation playbooks

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  • ๐ŸŒพAgriculture & Food
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  • ๐ŸคNon-Profit & Associations
  • ๐Ÿ’ผProfessional Services
  • ๐Ÿ—๏ธReal Estate & Construction
  • ๐Ÿ›’Retail & E-commerce
  • ๐Ÿ’ปSoftware & Technology
  • ๐Ÿš›Transportation & Logistics

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Featured playbooks

Home Services & Restoration

Missed-call recovery, insurance package builder, multi-location franchise reporting.

Retail & E-commerce

Catalog enrichment, abandoned-cart sequences, inventory forecasting, smart dunning.

Financial Services

KYC automation, broker outbound, renewal queue, compliance-aware workflows.

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Moss Home USA

A full week back for 3 key people.

See all industries RIA or wealth firm? Wealth Systems
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25
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roles mapped and scored
17
industries with a playbook
25
automation playbooks

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Industries
Non-Profits & Associations

Non-Profits & Associations

AI for nonprofits and associations who can't add headcount this year.

Grants, membership, events, comms. We build the workflows that let a small team do the work of a larger one, without breaking your CRM or your code of ethics.

Pick your org type and see the workflows.Book a free strategy call

Firm shapes we build for

  • Operating Non-Profit / 501(c)(3)
  • Professional / Trade Association
  • Advocacy / Cause Organization
  • Membership Organization (Chamber, Alumni, Recovery, etc.)

30+ named workflow automations across operating non-profits, professional associations, advocacy orgs, and membership organizations

Built for the firms inside Non-Profits & Associations

Pick the firm shape closest to yours

Each card opens a playbook built for a firm shaped like yours, with real workflows and a number on the outcome.

Operating Non-Profit / 501(c)(3)

Direct-service non-profit (food, housing, health, youth, social services). Donor cultivation + grant management + program delivery + outcomes reporting is the operational stack.

$400k-$1M/yr in incremental giving at a mid-sized non-profit.

Professional / Trade Association

Professional or trade association ($1-100M). Member recruitment + retention + events + advocacy + continuing education + chapter coordination is the operational stack.

$200-600k/yr in capacity + retained dues at a 5,000-member association.

Advocacy / Cause Organization

Advocacy, social-change, or political 501(c)(4) organization. Supporter mobilization + advocacy campaigns + grassroots organizing + media is the operational stack.

$300-700k/yr in mobilization value + supporter retention at a regional advocacy org.

Membership Organization (Chamber, Alumni, Recovery, etc.)

Membership organization other than professional associations: chambers of commerce, alumni associations, recovery + support communities, religious congregations.

$200-500k/yr in retained + new dues at a 1,500-member chamber.

What you're actually dealing with

The work that's eating your team

You know what's broken. Here are the parts the system can run without you.

Donor + member cultivation is generic, not personal

Mass blasts have low engagement. AI personalizes per relationship.

Grant cycles consume program staff hours

Application + reporting + compliance. AI auto-drafts from program data.

Member services queues are days long

Members can't get answers fast. AI auto-resolves routine 60-70%.

Volunteer coordination is constant juggling

Recruitment + scheduling + onboarding + retention + recognition. AI orchestrates each loop.

Outcomes + impact reporting is a quarterly fire drill

Pulls from many program systems. AI assembles continuously.

Advocacy mobilization moves slower than the news cycle

By the time supporters get the action alert, the moment has passed. AI drafts within hours.

29 named workflows ยท 6 groups

What we run for non-profits & associations teams

Named workflows, not categories. Expand a group to see exactly what each one does and where it slots into your stack.

Donor + supporter cultivation (operating non-profit + advocacy)

6 workflows

Personal at scale.

  • Donor cultivation drafter

    Live

    Drafts personalized donor cultivation touches per giving history + interests + program engagement.

    BrainMemoryDonor cycle / event
  • Year-end appeal drafter + segmentation

    Live

    Drafts year-end appeal with segments (LYBUNT, SYBUNT, major, monthly, lapsed); auto-personalizes asks.

    BrainMemoryYear-end cycle
  • Donor stewardship + recognition

    Live

    Auto-orchestrates donor stewardship (thank-you within 48h, impact updates, recognition events, milestone gifts).

    BrainHandsGift received
  • Supporter onboarding + segmentation

    Ready on engagement

    New supporters get a welcome sequence, are tagged by issue interest and action history, and are routed into the cultivation track that fits how they actually engage.

    BrainMemoryHandsSupporter created
  • Lapsed donor win-back

    Live

    Identifies lapsed donors + drafts personalized win-back campaign with relevant program updates.

    BrainMemoryQuarterly cycle
  • Major donor research + briefing

    Live

    Researches major donor prospects + drafts briefing for development director.

    BrainMemoryProspect identified

Grant management

4 workflows

Compress application + reporting cycles.

  • Grant funding application drafter

    Live

    Drafts grant applications from RFP + organization's prior submissions + impact data + program details.

    BrainMemoryGrant opportunity
  • Grant performance report assembler

    Live

    Assembles grant performance reports from program data + program staff updates + grant requirements.

    BrainMemoryReporting cycle
  • Grant deadline tracker + nudger

    Live

    Tracks grant deadlines + deliverables; auto-nudges program staff before deadlines.

    NervousBrainDeadline approaching
  • Grant compliance auto-checker

    Live

    Validates grant spending + activities against grant terms; flags compliance risks.

    BrainMemoryMonthly cycle

Member services + retention (associations + memberships)

7 workflows

Faster service. Retention orchestration.

  • Member onboarding + retention nudges

    Live

    New member onboarding drip + ongoing retention nudges based on engagement signals.

    BrainMemoryNew member / engagement signal
  • Member services Q&A assistant

    Live

    Auto-responds to member services inquiries (dues, status, benefits, CE, chapter, event); routes judgment cases.

    BrainMemoryMember inquiry
  • Member-to-member connection matcher

    Live

    Identifies + suggests valuable member-to-member connections (B2B, mentorship, partnership).

    BrainMemoryQuarterly cycle
  • Member newsletter + content drafter

    Live

    Drafts member newsletter from organization activity + member milestones + industry/cause updates.

    BrainMemoryNewsletter cycle
  • Chapter coordination + reporting

    Ready on engagement

    Collects chapter activity, membership, and financial reporting on a cycle and assembles the national picture, instead of national chasing volunteer chapter leaders by email.

    BrainMemoryHandsReporting cycle
  • Renewal + lapsed member campaigns

    Live

    Renewal cycle automation + lapsed member win-back drafted personally per member.

    BrainMemoryRenewal approaching / lapse event
  • Sponsor / business member coordinator

    Ready on engagement

    Tracks what each sponsor and business member was promised, what has actually been delivered, and when renewal lands, then drafts the fulfilment report.

    BrainMemoryBenefit cycle

Events + continuing education

4 workflows

Orchestrate registration โ†’ CE credit โ†’ follow-up.

  • Event registration + CE orchestrator

    Live

    Event registration + attendance + CE credit awarding + transcript update + post-event survey orchestrated end-to-end.

    NervousBrainHandsEvent cycle
  • Event coordination + post-event follow-up

    Live

    Pre-event coordination (logistics, speakers, sponsors) + post-event follow-up (thank-yous, surveys, next steps).

    BrainHandsEvent lifecycle
  • CE course recommendation engine

    Live

    Recommends CE courses to members per profession + tenure + state requirements + career goals.

    BrainMemoryQuarterly cycle
  • Speaker + content sourcing assistant

    Live

    Drafts speaker outreach + content sourcing for upcoming events.

    BrainMemoryEvent planning cycle

Advocacy + organizing

4 workflows

Move at the speed of the moment.

  • Legislative tracking + action alert drafter

    Live

    Monitors legislative + regulatory feeds; drafts supporter action alerts when issue-relevant moves happen.

    EyesBrainLegislative event
  • Grassroots organizer toolkit drafter

    Live

    Drafts event toolkits, talking points, supporter outreach scripts for grassroots organizers.

    BrainMemoryCampaign launch
  • Supporter mobilization campaign drafter

    Live

    Drafts supporter mobilization campaigns per segment + geographic + engagement profile.

    BrainMemoryMobilization moment
  • Media + content distribution coordinator

    Live

    Coordinates media + content distribution across earned/owned/paid channels with talking points + assets.

    BrainHandsContent launch

Program + volunteer coordination

4 workflows

Reduce admin tax on mission staff.

  • Program participant intake + eligibility

    Live

    Program participant intake + eligibility determination + service coordination compressed.

    BrainHandsParticipant inquiry
  • Volunteer scheduling + onboarding

    Live

    Volunteer recruitment + scheduling + onboarding + retention nudges + recognition.

    BrainMemoryHandsVolunteer cycle
  • Outcomes + impact data assembler

    Live

    Assembles outcomes + impact data from program records continuously for board + funder + public reports.

    BrainMemoryMonthly cycle
  • Board + funder report drafter

    Live

    Drafts monthly + quarterly board + funder reports from program impact + financial data.

    BrainMemoryReporting cycle
Phased rollout

What the first 6 months look like

We ship in phases, each with a measurable success criterion before the next phase begins.

1

Weeks 1-4

Foundation: donor/member services

  • Member services Q&A assistant live (associations)
  • Donor cultivation drafter live (non-profits)
  • Daily ops digest live

By end of Phase 1, donor + member service experience improves materially and capacity recovered.

2

Weeks 5-12

Grants + events + CE

  • Grant funding application drafter live
  • Grant performance report assembler live
  • Event registration + CE orchestrator live

By end of Phase 2, grant cycles compress 50%+ and event/CE orchestration runs without manual coordination.

3

Weeks 13-20

Advocacy + supporter mobilization

  • Legislative tracking + action alert drafter live (advocacy)
  • Supporter mobilization campaign drafter live
  • Media + content distribution coordinator live

By end of Phase 3, advocacy mobilization moves at the speed of the news cycle and donor/supporter retention improves.

4

Weeks 21-26

Program + outcomes + community

  • Outcomes + impact data assembler live
  • Board + funder report drafter live
  • Member-to-member connection matcher live (associations + memberships)

By end of Phase 4, outcomes reporting is continuous, members feel like part of a network, and program staff get their hours back for mission.

Compliance & governance

What the AI is allowed to do, and what it isn't

Mission-driven governance balances mission impact + donor/member trust + tax-exempt obligations. AI handles routine donor + member + grant + program work; humans approve every donor commitment, grant, advocacy position, and program eligibility decision.

501(c)(3) / 501(c)(4) / 501(c)(6) tax-exempt regulations

Different exempt categories have different operating + lobbying restrictions. Activities must align with exempt purpose.

  • Activity classification + recordkeeping
  • Lobbying expenditure tracking (501(c)(3) limits)
  • 501(c)(4) social welfare focus documentation

Boundary: AI tracks; CFO + executive director validate exempt-purpose alignment.

Form 990 + state charitable registrations

Annual Form 990 + state-level charitable registrations require comprehensive program + financial reporting.

  • Auto-assembly of Form 990 sections from operational data
  • State charitable registration tracking + renewal
  • Auditor-ready records continuously

Donor privacy + GLBA-style protections

Donor information is sensitive + protected under organizational privacy policy + sometimes GLBA-style law.

  • Donor data handling per privacy policy
  • PII protection in routine workflows
  • Right to deletion + access workflow

Grantor compliance + restrictions

Restricted grants must be spent per grant terms. Federal grants subject to OMB Uniform Guidance.

  • Restricted fund tracking
  • Grant compliance auto-checking
  • OMB Uniform Guidance documentation

FEC / IRS + 501(c)(4) electioneering

501(c)(4) + advocacy organizations must respect electioneering rules + corporate giving rules.

  • Advocacy vs lobbying vs electioneering classification
  • Coordinated communication tracking
  • Voter contact compliance
4 actions: AI2 actions: AI with human approval3 actions: Human only
Where to start

Pick one. Run it for a quarter. Prove it.

Real, measurable pilots with explicit success criteria, so the answer at the end is "yes, kept" or "no, scrapped", not "maybe."

60 days pilot

Member services pilot (association)

Run member services Q&A on inbound member inquiries for 60 days.

Success criteria

  • ยทAuto-resolution >60%
  • ยทMember satisfaction +15pp+
  • ยทMember services capacity recovered
1 quarter pilot

Donor cultivation pilot (non-profit)

Run donor cultivation drafter for 1,000 donors for 1 quarter.

Success criteria

  • ยทRetention +5pp+
  • ยทAverage gift +10%+
  • ยทDevelopment director time on personalized cultivation -50%+
1 quarter pilot

Grant submission pilot (non-profit)

Run grant funding application drafter on grant pipeline for 1 quarter.

Success criteria

  • ยทSubmission throughput +50%+
  • ยทWin rate +10pp+
  • ยทGrant officer time on drafting -50%+

We extend your stack, we don't replace it

Your systems of record stay. We plug into them and become the connective tissue between the tools you already pay for.

Salesforce NPSP / Bonterra / Bloomerang / DonorPerfect / Raiser's EdgeAPI
iMIS / YourMembership / Personify / Naviga / Fonteva (association management)API
Submittable / Fluxx / GrantHub (grant management)API
Mailchimp / Constant Contact / Pardot / EveryAction / Action Network (email + organizing)API
Eventbrite / Cvent / Whova / Aventri (events)API
VolunteerMatch / Galaxy Digital / Better Impact (volunteer management)API

Get my organization's automation map

Tell us your organization type (operating non-profit / association / advocacy / membership), constituent + budget scale, and the workflow that costs the most mission staff time. We'll come back with a written map of which 5-7 automations matter first and what the first 90 days would change.

Industry: Non-Profits & AssociationsReply within 1 business day

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