Offprint · Design-partner report
Reserved
To be supplied by Sapience AI, with the partner’s approval.
For professional associations and membership organizations
Your community already knows. Sapience AI is the collective intelligence platform for professional communities.
It brings what your members know out of inboxes, drives, and disconnected tools, and into one layer above the systems you already run. When the right insight reaches the right person, retention grows, engagement deepens, and your community becomes indispensable.
Chapter I Written in the margins
Your record keeps the decisions. The margins keep the reasoning.
Insights sit scattered across inboxes, drives, and disconnected tools, leaving teams to make decisions without the full picture.
Only 43%
And when a committee chair or a long-serving colleague moves on, the reasoning in their margins goes with them.
Chapter II A layer above the record
Nothing underneath has to move.
“We sit above your existing systems to organize, connect, and activate relevant knowledge that no single tool can access on its own.”
- Organize what already exists, where it already lives.
- Connect across systems, and to the people behind them.
- Activate so the right insight reaches the right person at the right moment.
We plug into your existing AMS, CRM, LMS, and content systems. No rip and replace. Secure, private, and live in days — not months.2
Chapter III The margins, set in the main text
One question. Five sources. One of them is a person.
Illustrative scenario
When our annual meeting went hybrid, how did we award continuing-education credit?
Credit went to live virtual attendance, verified at session check-in.1 The committee chose check-in over quizzes so hybrid attendees wouldn’t be penalized.2 Recordings watched later count only when a chapter confirms attendance,3 and staff apply the rule at renewal.4 Why exceptions were allowed was never written down. The committee’s past chair can tell you.5
Sources 4Person 1Trail recorded
Illustrative scenario written for this concept. As published, Sage routes every question to the right agent; connecting people with the person who knows is what Sapience AI Labs is building in Sapience AI for Chrome (early access). How answers present their sources is for Sapience AI to confirm.
Chapter IV The trail comes with it
Every AI recommendation comes with a full audit trail.
You set the permissions. … Governance-ready for your board and your regulators.3
- 01QuestionWhen our annual meeting went hybrid, how did we award continuing-education credit?
- 02Sources consultedMinutes · Session Q&A · Forum thread · Staff handbook
- 03Person suggestedPast chair, Education Committee Illustrative · capability to be confirmed by Sapience AI
- 04Answer composedEach source recorded in the trail.
- 05Visible to the people you permitMembersStaff onlyBoard
Chapter V Purpose-built AI agents for your community
Ask once. Sage routes it to the right agent.
Sage, Sapience AI’s assistant, is where a question starts. Nobody on your team has to know which tool holds the answer.
- 01Sage AI AssistantYour command center. Routes every question to the right agent automatically so your team always gets the right answer without knowing which tool to use.
- 02Affinity AI AgentDescription to be published by Sapience AI.
- 03Corporate AI AgentDescription to be published by Sapience AI.
Chapter VI From the title of Sapience AI’s proposed SXSW 2027 session
The organization that never forgets.
“When board members or committee chairs move on, so does the knowledge they carried.”
In the record, their notes stay in the margins: still cited, still answering.
Private Intelligence Core. Your data trains your model only. … Your organization builds its own foundational AI — and it gets smarter every year.
Chapter VII Bound in trust
Enterprise-grade security and controls
Sapience AI runs on Google Cloud with the controls enterprise teams expect — private per-tenant data models, envelope encryption with per-tenant keys, SAML SSO, audit logging, and OWASP WAF protection.
- 01Per-tenant encryption keys
- 02SAML SSO
- 03Cloud audit logs
- 04OWASP WAF
- 05Per-tenant isolation
- 06Managed data lifecycle
- 07TLS 1.2+ in transit
- 08Point-in-time restore
“Safety and privacy are not features. They are how we build.”
Chapter VIII Reports & working papers
Reserved for the communities who will say it in their own words.
Offprint · Design-partner report
Reserved
To be supplied by Sapience AI, with the partner’s approval.
Working papers Sapience AI Labs
A look inside how our team thinks & builds.
Sapience AI Labs is where our team explores ideas unrestrained by commercial expectation, before they become anything else.
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Early access · peer-matching waitlist
Sapience AI for Chrome
“Every time you’ve typed the same question into three different AI chatbots and still weren’t sure, you needed a person, not a prompt.”
Chrome Web Store -
Zoom extension · announced
NoteBouncer
“Your meetings. Your control. See who’s recording. Choose who stays.”
Sapience AI Labs -
Open source · v1.0
OpenClaw Middleware Suite
“Because ‘Autonomous’ shouldn’t mean ‘Uncontrolled.’”
GitHub
Afterword Humans in Partnership
Not to automate humanity. To elevate it.
The most powerful intelligence in a professional community already lives within its people. Technology will never replace that. Our work is to elevate it, so every voice carries further and every contribution matters more.
Let’s achieve more, together.
Book a conversation with our team.
Let’s explore what your community’s collective intelligence can look like when it’s truly connected. We’ll show you how Sapience AI works with your existing systems and what your community’s data can do.