Expert AI Labs
Built for publishers, podcast networks, agencies, and creators

AI for the people who actually have to ship the content.

Digital publishers, podcast networks, agencies, creators. We build the editorial, audience, and ad-ops workflows that let you stop being the bottleneck.

30+ named workflow automations across publishing, podcast networks, agencies, and creator businesses

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.

Content production is bottlenecked by post-production

Episodes/articles ship; clips/assets/SEO/social lag for days. AI auto-generates instantly.

Sponsor relationships are inconsistent + slow

Sponsor inquiries get missed; reporting comes late. AI auto-resolves + reports continuously.

Editorial calendars + commitments are spreadsheet-driven

What's due, what's published, what's in flight. AI surfaces continuously.

Image/audio/video rights + clearance is inconsistent

Rights mistakes are expensive. AI tracks every asset's clearance + license terms.

Audience engagement at scale isn't possible manually

Comments, fan emails, community moderation. AI triages so humans focus on real engagement.

Agency utilization + scope creep visibility is lagging

Burn happens before anyone notices. AI flags weekly.

26 named workflows ยท 6 groups

What we run for media & entertainment teams

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

Editorial + content production support

6 workflows

Compress post-production. Lift output.

  • Editorial brief + draft assistant

    Live

    Drafts editorial briefs + first-draft assistance for routine reporting (earnings, product launches, etc.).

    BrainEditor request
  • SEO + social meta generator

    Live

    Auto-generates SEO title + meta description + social copy + Twitter card + LinkedIn copy for every published piece.

    BrainArticle published
  • Episode show notes + transcript generator

    Live

    Generates show notes + chapters + transcript + key quotes from episode audio.

    EyesBrainEpisode published
  • Host scheduling + content coordinator

    Ready on engagement

    Coordinates host and guest availability, recording blocks, and episode deadlines across every show on the network, chasing confirmations without a producer doing it by hand.

    BrainHandsBooking request
  • Episode clip + social asset auto-creator

    Live

    Identifies highest-engagement moments + generates audio clips + captioned video + social copy.

    EyesBrainEpisode published
  • Newsletter assembly + segmentation

    Live

    Drafts newsletter narrative + selects featured pieces + writes subject lines + segments audiences.

    BrainMemoryNewsletter cycle

Rights + clearance + licensing

3 workflows

Track every asset's licensing terms.

  • Image rights + clearance tracker

    Live

    Tracks every image's source, license terms, expiration, allowed uses. Flags risk before publication.

    BrainMemoryImage used
  • Audio + music licensing tracker

    Live

    Tracks audio + music licenses + sync rights + expiration; flags risk before publication.

    BrainMemoryAudio used
  • Talent release + permission tracker

    Live

    Tracks talent releases + permissions + interview consent forms.

    BrainMemoryTalent appearance

Sponsor + advertising operations

4 workflows

Faster sponsor cycles. Better reporting.

  • Sponsor brief + ad copy drafter

    Live

    Drafts sponsor briefs + ad copy per show/property/episode based on prior performance + brand voice.

    BrainMemorySponsor briefed
  • Sponsor performance report assembler

    Live

    Assembles per-sponsor monthly performance reports (impressions, engagement, conversions, audience).

    BrainMemoryMonthly cycle
  • Inbound sponsor inquiry intake

    Live

    Inbound sponsor inquiries qualified + categorized + routed with rate-card suggestion.

    BrainMemorySponsor inquiry
  • Ad campaign pacing + delivery monitor

    Live

    Monitors ad campaign delivery vs commitment; surfaces under-delivery for makegoods.

    NervousBrainDaily cycle

Audience + community engagement

4 workflows

Triage at scale.

  • Comment moderation triage

    Live

    Triages comments (spam, abusive, valuable engagement, question, feedback); surfaces high-value to editor.

    BrainComment posted
  • Inbound email triage + auto-routing

    Live

    Triages inbound email by category (sponsor, fan, press, business, legal); drafts on-brand responses where appropriate.

    BrainEmail received
  • Community moderation + fan engagement

    Live

    Discord/Slack/community comments triaged; routine welcomes + fan engagement automated.

    BrainCommunity message
  • Audience churn + win-back automation

    Live

    Identifies subscribers/listeners showing churn signals; surfaces personalized win-back campaign.

    BrainMemoryEngagement drop signal

Agency operations

6 workflows

Pitches faster. Status auto-drafted. Utilization visible.

  • New business pitch + proposal drafter

    Live

    Drafts pitch decks + proposals from prior similar work + RFP requirements + brand voice.

    BrainMemoryRFP / opportunity
  • Brand voice writing assistant

    Ready on engagement

    Drafts in each client's documented brand voice from their approved examples and guidelines, so a junior writer starts from something on-brand instead of a blank page.

    BrainMemoryDraft requested
  • Weekly project status drafter

    Live

    Drafts weekly client status from time entries + project notes + Slack + recent deliverables.

    BrainMemoryWeekly cycle
  • Utilization + scope creep monitor

    Live

    Weekly utilization + scope creep + WIP/AR analysis; flags concerning projects to leadership.

    BrainMemoryWeekly cycle
  • Client review + asset versioning tracker

    Live

    Tracks asset versions + client feedback rounds + approval status; surfaces stalled assets.

    BrainMemoryAsset uploaded
  • Account team account-plan drafter

    Live

    Drafts per-account quarterly account plans from project history + client communications + industry context.

    BrainMemoryQuarterly cycle

Creator-specific business ops

3 workflows

Reduce admin so creator stays creating.

  • Content ideation + platform draft assistant

    Live

    Suggests content ideas per platform + drafts initial outlines based on trending + audience interest + creator's voice.

    BrainMemoryCreator request
  • Product/merch customer service responder

    Live

    Auto-responds to product + merch customer service inquiries (status, shipping, sizing, returns).

    BrainMemoryCustomer inquiry
  • Quarterly tax + business reporting drafter

    Live

    Drafts quarterly tax + business reporting from sponsor + product + platform revenue + expenses.

    BrainMemoryQuarterly 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: production support + email

  • SEO + social meta generator live
  • Episode show notes + transcript generator live (podcast)
  • Inbound email triage + auto-routing live

By end of Phase 1, post-production for routine pieces drops 60%+ and inbox overwhelm reduced materially.

2

Weeks 5-12

Distribution + sponsor ops

  • Episode clip + social asset auto-creator live (podcast)
  • Newsletter assembly + segmentation live (publisher)
  • Sponsor performance report assembler live

By end of Phase 2, distribution scales without editor headcount and sponsor cycles compress 50%+.

3

Weeks 13-20

Audience engagement + rights + agency ops

  • Comment moderation triage live
  • Image rights + clearance tracker live
  • Audience churn + win-back automation live

By end of Phase 3, audience engagement at scale is sustainable and rights/clearance becomes a system, not a memory.

4

Weeks 21-26

New business + creator ops

  • New business pitch + proposal drafter live (agency)
  • Utilization + scope creep monitor live (agency)
  • Content ideation + platform draft assistant live (creator)

By end of Phase 4, business development + creator ops automation removes the admin tax that competes with creative output.

Compliance & governance

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

Media governance balances creative judgment + speed + legal risk. AI handles production support + triage; humans approve every editorial + sponsor + legal decision.

Copyright + DMCA

Image/audio/video reuse must be properly licensed. DMCA takedowns + counter-notices have legal force.

  • Image + audio + video clearance tracking
  • License terms + expiration tracking
  • DMCA process workflow

Boundary: AI tracks and flags; legal/editor approves any uncertain use.

FTC sponsor disclosure rules

Sponsor partnerships must be properly disclosed. FTC guides apply to creators + publishers + influencers.

  • Sponsor disclosure language standardization
  • Disclosure placement requirements per platform
  • Disclosure compliance audit

GDPR / CCPA + audience data privacy

Audience data subject to GDPR + CCPA + state laws.

  • Subscriber data handling per privacy laws
  • Right to deletion + access workflow
  • Cookie + tracking consent

PII in editorial + interview content

Editorial content involving real people requires consent + accuracy + sometimes legal review.

  • Talent release + interview consent tracking
  • PII auto-flagging in pre-publication
  • Legal review queue

Platform terms + community guidelines

YouTube, Instagram, TikTok, etc. terms must be respected. Violations risk demonetization or deplatforming.

  • Content compliance check pre-post
  • Terms change monitoring
  • Demonetization risk flagging
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

Episode clip pilot (podcast)

Auto-generate clips for one show for 60 days.

Success criteria

  • ยทAsset volume +200%+
  • ยทEpisode discovery +30%+
  • ยทEditor time on clips -80%+
60 days pilot

Newsletter pilot (publisher)

Run newsletter assembler for 60 days.

Success criteria

  • ยทPrep time -75%+
  • ยทOpen rate +10%+
  • ยทClick rate +15%+
60 days pilot

Email triage pilot (creator)

Run inbound email triage for 60 days.

Success criteria

  • ยทInbox time -60%+
  • ยทSponsor inquiry response time -90%+
  • ยทSponsor conversion +30%+

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.

WordPress / Ghost / Substack / Custom CMSAPI
Megaphone / Acast / Spreaker / Podtrac / Chartable (podcast)API
Asana / Monday / Notion / Workamajig (agency project management)API
Mailchimp / Klaviyo / SendGrid / ConvertKit (newsletter)API
Adobe Creative Cloud / Frame.io / Wipster (creative + video)API
Convertkit / Beehiiv / Patreon / Substack / Stripe (creator monetization)API

Get my media operation's automation map

Tell us your business type (publisher / podcast / agency / creator), scale, and the workflow that costs the most creative time. We'll come back with a written map of which 5-7 automations matter first and what the first 90 days would change.

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