An AI-powered knowledge platform that turns your research, events, and
expert networks into a living, queryable experience for your audience,
your team, and your community.
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How It Works
Content and community. All AI-powered.
Connect gives your audience three ways to engage with your knowledge: a
library they can search and ask questions, a feed where they discuss and
react, and a community where they find each other.
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Library
Your research, datasets, transcripts, and reports — indexed and
queryable by AI. Audience asks a question, Alani answers with
sources.
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Feed
A community sounding board. Members post insights, react to
research, surface questions. Think Reddit-style discussion —
grounded in your content.
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Community
Expert profiles built from what people publish and engage with.
Discover who works on what — and connect them through shared
knowledge.
This isn't a chatbot on a website. Connect is a full platform — content
rooms, a community feed, audience management, access tiers, expert discovery,
revenue tools, and a knowledge graph that compounds with every piece of content
you add.
Already live with Center for BrainHealth, Concordia, and HumanX.
What Connect Adds
A value layer across your existing channels
Connect doesn't replace your website, YouTube, or email. It gives your
audience a place to go deeper — and gives you signal you can't get
anywhere else.
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Website
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YouTube
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Email
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LinkedIn
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CRM
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Event App
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Alani Connect
AI-powered answers audience asks a question, gets an answer with sources
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First-party audience data you own user profiles, not the platform
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Audience asks questions back people interact with your content, not just consume it
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Knowledge compounds over time new content connects to old content automatically
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Content access tiers control what's free, paid, or staff-only in one place
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Expert discovery find people by what they've published or studied
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Demand signal see exactly what topics your audience is asking about
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Cross-publisher answers one query pulls from multiple organizations' knowledge
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Your Audience
An attendee leaves a panel. She wants to go deeper.
"I want to go deeper than what I caught in a 45-minute panel."
Jordan · Conference attendee · Public access
🏛️
Milken Institute
4.2K Users · 312 Posts
✦ AI Chat
Library +99
Chats 58
Feed 14
Community +99
🔍 Search across all Milken Institute content…
🎤
"Financing Health Infrastructure" — Panel
Global Conference 2025 · 48 min
Event
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Capital Access in Emerging Markets
Report
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Health Economics Dataset — Africa
Dataset
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Blended Finance Deep Dive
Premium
👩⚕️
Dr. Amina Okafor
2h ago
The $26B health financing gap in Africa won't close with
traditional aid. Blended finance is the mechanism — but who's
tracking implementation at the country level?
▲ 24💬 8 replies📌 Save
📊
Jordan (you)
45m ago
Just came from the health infrastructure panel — the connection
between the Capital Access report and the new dataset was
eye-opening. Has anyone mapped this to specific country-level
outcomes?
▲ 11💬 3 replies📌 Save
✦ Alani suggests: The Health Economics Dataset tracks 12 country-level
metrics. See rows 14–28 for country-level blended finance deployment
data.
JORDAN ASKS
"What does Milken recommend for health financing in Africa?"
Dr. Okafor identified blended finance as the top mechanism in the
2025 panel. The Capital Access report supports this across 40+
markets. The health dataset models a $26B annual gap.
PanelReportDataset🔒 Premium
💡 Jordan sees premium content is locked. She upgrades. That's revenue you control — built into the platform.
Your Team
A Research Director needs everything on a topic. One question.
"Everything on maternal mortality — published, draft, and what was
said at the conference."
Nicole · Research Director · Staff access
🏛️
Milken Institute
All Rooms · Staff View
✦ AI Chat
Library +99
Chats 23
Feed 41
Community 127
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"Maternal Health in Africa" — Panel
Event
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Maternal Mortality Trends (2024)
Public
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Maternal Health Policy Brief
Premium
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Maternal Mortality Dataset v3
Private
NICOLE ASKS
"Everything on maternal mortality — published, draft, and
events."
3 published reports, 1 premium brief, the unpublished v3 dataset,
and the 2025 panel. Dr. Okafor is the primary contributor across
all of it.
Panel3 ReportsBriefDraftDr. Okafor
🔐 Nicole sees everything — public, premium, and private. Access is controlled by room permissions, not separate tools.
Your Community
Connect finds people through shared knowledge — not just networking
"Who in the Milken ecosystem works on financial inclusion for
emerging markets?"
Maria · Impact Fund Director
🔬
Dr. Sarah Chen
Lead Economist · Milken · 12 publications
Contributor
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Maria Gonzalez
Impact Fund Director · Mobile banking in 4 markets
Adjacent
🌍
James Kariuki
Dev Advisor · Kenya & Rwanda · Via Concordia
Adjacent
Contributor = created the researchAdjacent = shares the interest
Milken joins a growing ecosystem on Alani Connect.
Milken
Concordia
HumanX
BrainHealth
Cox
+ more
When audiences subscribe to multiple rooms, Alani can answer questions
that span publishers — insight no single organization can provide alone.
Cross-Publisher Query
"What's the link between brain health and economic productivity in
aging populations?"
Milken projects a $4.1T productivity gap from aging workforces.
BrainHealth shows cognitive training improves function by 25–30% in
adults 55+. HumanX suggests scaling through workplace AI. Together:
brain health is economic development.
MilkenBrainHealthHumanX
Getting Started
What implementation looks like
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Content ingestion
Upload PDFs, transcripts, datasets, video links, and research. Alani
indexes and connects everything into your knowledge graph
automatically.
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Room & tier setup
Define your rooms — Public, Premium, Private. Set who sees what.
Staff gets everything; the public gets what you choose to share.
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Team & audience onboarding
Invite your team with staff access. Share the public room with your
audience — conference badge, newsletter link, or website embed.
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Ongoing — it compounds
Every new report, event, or dataset makes Alani smarter. Your query
dashboard shows what your audience wants next. The graph grows with
you.
Typical onboarding takes 2–4 weeks from content handoff to a live room.
We handle the ingestion and setup — your team reviews and launches.
bundleIQ
Let's map out Milken's Connect rooms together.
We'll walk your team through the platform, discuss which content to
start with, and outline the room structure and access tiers for Milken.