Ricochet Association Transformation
A map with push pins, a brass key, connected navy cables, building blocks, a small robot and a padlock.
Tech and AI Roadmaps

How do I evolve my technology to serve members better?

Map which systems to keep, replace, build and connect over the next five years, and what each step will cost. Then put AI to work across the systems you already have.

Aging AMS or disconnected tools? Meet with us

The full tech stack

What makes up an association's tech stack?

A roadmap looks at every system your staff and members touch, and how data moves among them.

  • AMS

    Member records, dues and renewals

  • Web CMS

    Your public site and member portal

  • Email delivery

    Newsletters, campaigns and renewals

  • Learning management

    Courses, credits and certificates

  • Conference management

    Registration, sessions and speakers

  • Sales automation

    Sponsor, exhibitor and member sales

  • Project management

    Staff tasks, owners and deadlines

  • AI agents

    Routine and scheduled work across systems

Every system, one decision

Which systems should I keep, replace, build or connect?

We audit every system and your member data, then give each one a decision and a five-year cost.

  • A brass key on a ring.

    Keep

    Systems that work and will scale stay, with a plan to get more from them.

  • A worn beige device beside a new navy device, with a brass arrow between them.

    Replace

    Systems that hold you back get requirements, an RFP and vendor demos.

  • Navy, cream and gold building blocks being stacked.

    Build

    Where nothing fits, we build the integration or help you set up the agent.

  • Two navy cables with brass connectors plugged together.

    Connect

    Integrations move member data between systems, so staff stop retyping it.

Prioritization

How do I decide what to do first?

Every roadmap item is scored on three things and plotted on one page, so you can see the trade-offs at a glance.

  • Member value
    What members gain
  • Staff
    effort
    To learn and operate
  • Five-year cost
    Capital and operating
Staff effort Member value EASY WIN RETHINK AMSreplacement$133KAMSintegration$34KCustomerservice agent$20KDupe contactagent$18KWebsiterebuild$60KLMSintegration$17KSinglesign-on$10K
Easy win: high value, low effortWeigh the trade-offLow value, high effortBubble size shows five-year cost. Illustration with American Widget Society sample data.
AI agents

Which AI agents can I put to work?

Ricochet goes past AI policy and prompt training. We help you set up agents in the platforms you already use, starting with these five.

  • A small navy robot holding an envelope.

    Customer service inbox

    Sorts member questions and drafts replies for staff.

  • A small navy robot comparing two identical cards.

    Duplicate monitor

    Scores likely duplicates and proposes merges. Works with any AMS.

  • A small navy robot sweeping paper scraps into a pile.

    Data hygiene

    Finds incomplete and inconsistent records and proposes fixes.

  • A small navy robot holding a magnifying glass.

    AEO, GEO and SEO

    Keeps your site findable in search and in AI answers.

  • A small navy robot holding a membership card tied with a ribbon.

    Renewal and win-back

    Spots members at risk and lapsed members worth winning back.

What you get

What do I get from a tech and AI roadmap?

A five-year plan with a decision and a cost for every system. Ricochet then builds what the roadmap calls for.

  • Know what you haveAn audit of your systems and your data.
  • Buy with confidenceRequirements and RFP advice when you replace a system.
  • A plan leaders can fundFive years of capital and operating costs, ranked by value and effort.
  • Systems that work togetherIntegration design, data protection and help setting up AI agents.
Preview of the guide What is inside an association technology and AI roadmap?
Free download
What is inside an association technology and AI roadmap?

Roadmaps often lead to platform work: HubSpot, Mailchimp and the AMS Connector for HubSpot or Mailchimp.

Questions

What associations ask about technology and AI

What should an association do about AI first?

Start with your data. AI is only as good as the member records it reads, so a roadmap begins with a data audit and the first agents clean and connect data before they touch members.

Can AI work with our AMS?

Yes. We help you set up agents inside the platforms you already use, and a duplicate contact agent can work with any AMS.

How do you keep member data safe with AI?

Data protection is part of every roadmap. Each agent gets access only to the data it needs, and your team stays in control of it.

What is an AI agent?

Software that carries out a routine task on its own, such as sorting an inbox or flagging duplicate records, and reports back to staff. Agents live in your own platforms, so your team owns them.

How long does a technology roadmap take?

About 90 days from discovery to a roadmap and budget, with optional help building integrations and agents after that.

When should we replace our AMS?

When it holds you back and its contract is coming up. Time the switch to the renewal date and notice window, so you don't pay for two systems at once. Make one big change a year, so staff can absorb it, and connect and clean your member data first. A roadmap sets the timing and the five-year cost.

How do we keep member data in sync across our systems?

Connect your systems so data moves on its own, with one system of record, usually your AMS. Integrations match each record on a unique ID, such as the AMS Member ID, so duplicates don't pile up. A roadmap maps every system and data flow first. Ricochet then builds the integrations, including the AMS Connector for HubSpot or Mailchimp.

Why do members have duplicate records and login problems?

Usually because records are created in more than one place, such as event registration, the website and the AMS, without a shared ID. Each new record looks like a new person, and members end up logging in to the wrong one. A duplicate contact agent can score likely duplicates and propose merges, and it works with any AMS.

Let's talk about your association

Bring your toughest question. We'll help you find the next step.

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