--- title: "Intelligence (AI agents, in pilot)" description: "Six specialist AI agents that watch your membership platform, spot what matters, and propose the next step. You approve before anything reaches a member. In pilot now." url: "https://agend.com.au/intelligence" canonical: "https://agend.com.au/intelligence" last_updated: "2026-08-20" date_modified: "2026-08-20" source: "https://agend.com.au" --- # Intelligence (AI agents, in pilot) Six specialist AI agents that watch your membership platform, spot what matters, and propose the next step. You approve before anything reaches a member. In pilot now. ## The agents - **Aggie — Your chief of staff** — Takes the question you actually asked, works out which specialists it touches, and comes back with one answer instead of five fragments. Holds no data tools of its own. Every fact in Aggie's reply came from a specialist it delegated to, so the trail back to the source stays intact. - **Lumen — Membership analyst** — Reasons across joins, renewals, lapses and engagement signals to show you who is drifting and what shape that drift has. Will not extrapolate from a single data point. When the sample is too small it says so and asks you to treat the pattern as directional. - **Scout — Revenue strategist** — Cross-references orders, sponsorship records and event financials to point at the tiers and packages worth a closer look. Highlights underperformance without prescribing the fix. Scout tells you which tier is soft; the pricing decision stays with your finance team. - **Beacon — Engagement coach** — Reads your community and your courses like a room, and finds the exact lesson or thread where people quietly drop off. A pattern-spotter, not a scorekeeper. Two hundred views with thirty replies tells a different story from two thousand views and three, and Beacon will say which one you have. - **Atlas — Operations manager** — Watches support patterns, admin activity and system signals, and tells you what is drifting before it becomes what is broken. Calm escalation over alarm. A weekend spike in admin edits comes with a severity hint and the numbers underneath, so you can disagree with the call. - **Sentinel — Compliance specialist** — Handles CPD, code of conduct and audit posture, which are the questions that carry consequences for your members and your regulator. Cite it or drop it. Every compliance claim resolves to the row that backs it, and asking Sentinel to answer without citations does not move it. ## Who approves what - **You approve everything (current)** — The default, and where every pattern starts. The agent proposes, you review the cohort and the plan, and nothing touches a member until you say so. - **Auto-pilot, one pattern at a time** — Once a pattern has earned it, you can let it run without stopping for you. It is opt-in, it is per pattern, and it is never available for compliance messages. Reject one proposal and that pattern drops straight back to asking. ## The trust layer - **It stops when your data is thin** — Every pattern has a coverage threshold. If too few members carry the signal, or the records are stale, the agent does not run it and nothing reaches your queue. Messy data makes it quieter, not wronger. - **Citation discipline** — Every number resolves to the record behind it. If the agent cannot cite a row, it does not make the claim. - **Full audit trail** — Every step is logged with the arguments passed and the data returned, so you can reconstruct what happened rather than trusting the summary. - **Your members stay yours** — No agent can reach another organisation's data. That is enforced by the database itself rather than by application code, so it holds even if something above it goes wrong. - **Confidence and caveats, surfaced** — Stale data, small samples and coverage gaps are stated plainly. Asking the agent to ignore its caveats does not work. - **Operator approval gates** — You write your own plan before the agent's proposal unlocks, so you judge it against your thinking instead of being anchored by it. ## What it looks for - **Spot members heading off the CPD edge before they fall (Sentinel)** — Members whose CPD deadline is approaching and whose credits sit below threshold, with the cycle window cited, the unknown bucket reported, and the source rows linked. - **Catch course drop-off at the lesson it actually happens (Beacon)** — Not 'completion is down'. The lesson where learners stall and the size of the cohort stalling there. The diagnosis takes seconds; the editorial fix stays yours. - **Re-engage members who stopped signing in (Beacon)** — Bounded, consent-filtered, and capped by a thirty-day cooldown so nobody gets nudged twice. If the login signal is too sparse to trust, the pattern does not run at all. - **Compliance summaries you can put in front of a board (Sentinel)** — Reports CPD posture in four buckets, compliant, at risk, non-compliant and unknown, with the cycle definition, sample size and coverage gaps named rather than smoothed over. ## Contact Agend Systems Pty Ltd · ABN 23 666 566 365 - Email: hello@agend.com.au - Phone: 08 7120 8880 - Address: Suite 6, 153 Unley Road, Unley SA 5061 - Book a walkthrough: https://calendar.app.google/1UN1yBt3AzkxGW4X9 - LinkedIn: https://www.linkedin.com/company/agend-tm - Replies by the next Australian business day. ## Sitemap Every public page on this site, as markdown. Append `.md` to any URL, or send `Accept: text/markdown`. - [Full sitemap](https://agend.com.au/sitemap.md): every page with a one-line description - [sitemap.xml](https://agend.com.au/sitemap.xml): the machine-readable equivalent - [Home](https://agend.com.au/index.md) - [The Agend Membership Platform](https://agend.com.au/ams.md) - [Member experience](https://agend.com.au/member-experience.md) - [One record: fourteen days, both sides](https://agend.com.au/member-experience/one-record.md) - [Workflows](https://agend.com.au/workflows.md) - [Intelligence (AI agents, in pilot)](https://agend.com.au/intelligence.md) - [CMS](https://agend.com.au/cms.md) - [CRM](https://agend.com.au/crm.md) - [Directory](https://agend.com.au/directory.md) - [Events](https://agend.com.au/events.md) - [Jobs](https://agend.com.au/jobs.md) - [Learn](https://agend.com.au/learn.md) - [Loop](https://agend.com.au/loop.md) - [Integrations](https://agend.com.au/integrations.md) - [Upbeat](https://agend.com.au/integrations/upbeat.md) - [Mailchimp](https://agend.com.au/integrations/mailchimp.md) - [Xero](https://agend.com.au/integrations/xero.md) - [CRM integrations](https://agend.com.au/integrations/crm.md) - [APIs](https://agend.com.au/integrations/apis.md) - [Making the switch](https://agend.com.au/making-the-switch.md) - [About Agend](https://agend.com.au/about.md) - [Glossary](https://agend.com.au/glossary.md) - [Member Journey Mapper](https://agend.com.au/workflows/studio.md) - [Insights](https://agend.com.au/insights.md) - [Choosing an AMS in Australia: the criteria that decide it](https://agend.com.au/insights/choosing-an-ams-australia.md) - [Member or contact? The question that makes quotes incomparable](https://agend.com.au/insights/member-or-contact-ams-pricing.md) - [What a professional association needs that a club does not](https://agend.com.au/insights/professional-association-system-requirements.md) - [Why switching association management systems feels so hard](https://agend.com.au/insights/why-switching-association-management-systems-is-hard.md) - [Renewal strategy starts before the renewal invoice](https://agend.com.au/insights/association-renewal-strategy.md) - [Re-engage inactive members without another generic email](https://agend.com.au/insights/re-engage-inactive-members.md) - [The first 90 days need more than a welcome email](https://agend.com.au/insights/member-onboarding-first-90-days.md) - [Why associations need a member-first website](https://agend.com.au/insights/member-first-website.md) - [When membership value is hard to explain, make it visible](https://agend.com.au/insights/communicate-membership-value.md) - [Events are a retention tool, not simply a ticketing task](https://agend.com.au/insights/association-event-engagement.md) - [Targeted member communication starts with a record you trust](https://agend.com.au/insights/association-member-segmentation.md) - [CPD is a member benefit only when it is easy to prove](https://agend.com.au/insights/cpd-member-value.md) - [The non-dues revenue conversation is about member value too](https://agend.com.au/insights/association-non-dues-revenue.md) - [A younger-professionals strategy without excluding everyone else](https://agend.com.au/insights/younger-professionals-association-strategy.md) - [Responsible AI for associations begins with trust](https://agend.com.au/insights/responsible-ai-for-associations.md) - [Privacy](https://agend.com.au/privacy.md)