Lifecycle

AI Expansion Agent

Expansion signals spotted early, with the upsell conversation drafted for the account owner to run.

Your best upsell opportunities are already in your data: accounts hitting seat limits, using features from a higher plan, or asking support about things they do not have yet. This agent spots those signals across usage, billing and support, then prepares the expansion conversation for the account owner. Your team reviews every draft and decides when to reach out.

  • Expansion signals spotted across usage, billing and support data
  • Talking points drafted for the account owner to review
  • Upgrade conversations started before the renewal call
$3,900 20–30 working days Optional maintenance $249/mo
Cross-section of a box with a calendar page and a brass chain link, for expansion signals connected over time.

What it is

AI Expansion Agent watches usage, billing and support signals for every account, spots patterns that usually precede an upgrade, and prepares the expansion conversation for the account owner to review before it reaches the customer. It runs inside HubSpot, Salesforce or the tools you already use. Account owners approve every conversation before it starts.

Why businesses buy it

Expansion revenue is the cheapest growth a subscription business has, yet most teams only raise it at renewal, when the customer is already thinking about cost. Signals that an account is ready to grow appear months earlier, scattered across tools nobody checks together. This agent pulls them into one view and gives account owners a prepared conversation. The written scope sets out which signals it reads, where the drafts go and who approves them before anything reaches a customer.

Problems this solves

Accounts ready to upgrade go unnoticed until the customer asks

AI Expansion Agent watches usage, billing and support signals for every account. It spots patterns that usually come before an upgrade and brings them to the account owner.

Account owners start expansion talks with little context

For each signal, the agent prepares the expansion conversation using up to 100 of your documents. The owner gets the reasons and a suggested approach before any contact is made.

Badly timed upsell pitches can strain a good relationship

Nothing reaches a customer until the account owner approves it, across up to six workflows with your rules. Owners can hold back when the timing is wrong, such as during an open complaint.

Scope card SKU UPM-C0107

AI Expansion Agent

Everything this build includes, written down before you pay. Choose a delivery speed and any add-ons, then add it to your cart.

$3,900 one-time build price
1. Choose your delivery speed

Delivery times are in working days (Monday to Friday) and start once your intake is complete. They can extend because of national or public holidays, technical issues outside our control (such as platform outages, third-party changes, account approvals or access delays), or natural disasters and other events beyond our control. If a delay happens, we tell you in writing with a new date.

What is included

Channel
1 channel
Integrations
Up to 2 systems with read and write access
Knowledge
Up to 100 documents
Workflows
Up to 6 workflows with your approval rules
Languages
1
Testing
50 documented test scenarios
Revisions
2 rounds
Handoff
1 × 60-min handoff session (recorded)
Support
30 days after launch

A good fit if

You already know the usage patterns that tend to precede an upgrade, such as hitting a seat limit or repeated use of a gated feature, but no one is watching for them consistently.
Expansion revenue currently depends on an account owner noticing an opportunity themselves, and opportunities are being missed between renewal conversations.
You want expansion signals combined from your CRM, billing and usage data, with a drafted talking point or email ready for the account owner to send.
You can provide admin or sandbox access to two systems, your qualification and approval rules, and ten real sample conversations to test tone against.

Not the right fit if

Your accounts are sales-owned, transactional, ecommerce or SMB, and you want upgrade offers drafted for sales to send. See AI Upsell Agent.
You want general account health and playbook actions across the whole lifecycle, not specifically expansion opportunities. See AI Customer Success Agent, which monitors accounts and runs success playbooks.
Your priority is spotting churn risk rather than growth opportunity. See AI Customer Risk Agent, which flags accounts showing churn signals and recommends save actions.
You want one health number for reporting rather than an agent that prepares individual conversations. See AI Customer Health Score, which calculates account health from usage, support and billing signals.
You need more than two systems connected with write access, more than six workflows, or more than a hundred knowledge documents. Add a note at checkout for a Change Quote, or use our Custom AI enquiry form for larger projects.

How it works

  1. We connect your account signals. HubSpot, Salesforce, Stripe, Mixpanel or Amplitude, so usage patterns and billing data sit next to each other for every account.
  2. We load your expansion rules. The specific signals that count, such as seat limits, feature-gate hits or usage growth, up to six workflows built around your qualification criteria.
  3. The agent scans every account continuously against those rules, rather than waiting for a quarterly review to surface an opportunity that has already gone cold.
  4. It drafts the conversation. A talking point, an email, or a note for the account owner, built from your ten sample conversations so the tone matches how your team actually sells.
  5. An account owner reviews before anything reaches a customer. Nothing is sent automatically past the approval limits you set during intake.
  6. We test against fifty documented scenarios before launch, then hand off with two rounds of changes and a recorded sixty-minute session for your team.

What you provide within 72 hours

Your portal lists these the moment you order. Delivery starts the working day after everything is in and your access is checked.

  • Admin or API access to the two connected systems, sandbox or test records if you have them.
  • Your expansion rules, including the usage or billing signals that count and any approval limits.
  • Ten real sample conversations or emails so drafted talking points match how your team actually sells.
  • The name of the approver for expansion outreach before it reaches a customer.
  • Admin access and API keys for every connected system, shared by adding our team as a user or creating a key you control, never by email.
  • Your business information (company basics, hours and brand voice), shared during intake.
  • One decision-maker who can approve the expansion rules before launch.
  • An API key for your own AI model account (for example OpenAI or Google Gemini), created for this build with a spending limit.
The 72-hour rule. Send everything on your checklist, including access, within 72 hours of ordering so your build starts on time.

Timeline

Start Intake verified, expansion signal rules agreed.
Weeks 1–2 System connections and signal-detection logic built.
Week 3 Expansion conversation drafting configured against real accounts.
Weeks 3–4 50 documented test scenarios run, with results sent to you.
Week 4 Your review and two rounds of changes.
Go-live Live, recorded handoff session, support starts.
Delivery options, in working days (Monday to Friday) from completed intake. They can extend because of national or public holidays, technical issues outside our control (such as platform outages, third-party changes, account approvals or access delays), or natural disasters and other events beyond our control. If a delay happens, we tell you in writing with a new date.
OptionDelivery timePrice
Standard20–30 working days$3,900
Express15–25 working days$4,600
Rush10–20 working days$5,250

What you receive at handover

  • AI Expansion Agent configured and deployed in HubSpot, Salesforce or your existing tools
  • Workflow, prompt and guardrail configuration with your approval rules
  • Connections to up to two agreed systems with read and write access
  • A test report covering 50 documented scenarios
  • An admin guide and the recorded 60-minute handoff session
  • 30 days of post-launch support

Expected benefits and how to measure them

  • Helps account owners raise upgrades when customers are most likely to welcome them.
  • Can make expansion a steady habit instead of an occasional push.
Expansion conversations started per month
Count them in your CRM for the quarter before launch and the quarter after.
Flagged accounts that upgrade
Track how many accounts the agent flagged go on to upgrade within the following quarter.
Expansion revenue from existing customers
Compare upgrade and add-on revenue in billing for the two quarters after launch with the two before.

Before you start: Record last quarter's upgrades, add-ons and expansion conversations. Note how owners currently decide which accounts to approach.

These are things to track, not promised results. Outcomes depend on your data, your team and your market.

Running costs

The build price is one-time. Running the agent afterwards is paid in your own accounts, and it is mostly AI model usage plus light hosting: roughly $50 to $250 a month, on top of the CRM or billing plan you already pay for.

AI usage during the build and testing is also billed to your accounts, so you keep ownership of every provider relationship. Nothing runs through us.

Ask about running costs

Custom requirements

If you need more connected systems, more expansion signals, or approval logic beyond what is listed, add a note at checkout. You get a written Change Quote, and that work only starts once you accept it. Your original order runs on its normal timeline either way. Larger or bespoke projects go through the Custom AI request form instead.

Request a custom version

Keep it running

Monthly maintenance covers monitoring, fixes and change hours each month for a new expansion signal, an updated approval limit or a revised talking point. The allowance scales with the build. Maintenance starts after the thirty days of support, bills monthly, and can be cancelled any month.

$249/mo (the minimum fee, includes 2 change hours)

Optional. Starts after the post-launch support period. Cancel any month.

How maintenance works

How this compares

Do it yourself with a SaaS toolHire a custom agencyUpmark Labs
Price A revenue-intelligence platform charges a per-seat monthly fee on top of setup time A custom agency quotes after discovery calls Ours is one fixed price, shown before you buy
Signals A platform ships generic expansion scoring you then tune yourself An agency agrees scope during the project Ours is built directly from your own expansion rules
Delivery A platform installs quickly but needs weeks of tuning to trust An agency usually takes several weeks, set per project Ours has a fixed delivery time shown before you buy, with faster options
Output A platform usually surfaces a score, leaving the conversation to you An agency build depends on what was agreed Ours drafts the conversation for the account owner to review
Approvals A platform's alerts still need someone to act on them manually An agency build depends on what was agreed Ours prepares outreach for approval, not just a flag

Questions about this product

How much does AI Expansion Agent cost?

Each delivery speed has one fixed price. The price panel shows standard, express and rush side by side before you pay, and the cart confirms your delivery date. The price covers up to six expansion workflows across two connected systems, agreed and fixed before you buy. Running costs of roughly $50 to $250 a month are separate and paid to your own providers.

What does AI Expansion Agent cost to run each month?

Roughly $50 to $250 a month in AI model usage and hosting, on top of whatever you already pay for your CRM or billing plan. You pay providers directly, in your own accounts. Monthly maintenance is optional if you want us managing changes.

How long until AI Expansion Agent starts spotting opportunities?

The clock starts once your intake is complete and verified. Your fixed delivery date for standard, express or rush is shown before you buy, and faster speeds keep the same scope, testing and handoff. Most of the time goes into loading your expansion rules and testing against fifty documented scenarios.

What access does AI Expansion Agent need to my CRM and billing data?

Admin or API access to up to two connected systems, ideally sandbox or test records at first, shared by adding our team as a user or creating a key you control, never by email. It reads usage and billing signals and writes only the drafted outreach your account owners approve before sending.

Can I add new expansion signals after launch?

Yes. Two rounds of changes are included before launch, based on the test scenarios. After that, a new signal, an updated approval limit or a revised talking point fits inside the monthly change hours included with maintenance. A whole new workflow is a separate add-on.

Does AI Expansion Agent cost anything once the 30 days of support end?

No. The 30 days of post-launch support are included in the build price with nothing extra to pay. After that, monthly maintenance is optional, not required, and you can cancel it in any month once your expansion signals are stable and reliable.

Who owns the AI Expansion Agent setup once it is built?

You do. It runs inside your own CRM, billing and AI provider accounts, so nothing is tied to us to keep it working. If you ever move away from Upmark Labs, the workflows, expansion rules and every connection stay in your accounts, not ours, exactly as delivered.

Stop letting expansion revenue wait for a renewal call.

Order AI Expansion Agent and accounts ready to grow are spotted early, with a prepared conversation waiting for the account owner instead of a missed upsell discovered at renewal.

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