Predictika · Treasury services quotes
An AI sales agent prepares a monthly fee quote for a corporate client that wants deposit accounts and treasury services from MUFG Bank in the United States: the account type and balance, ACH, wires, wholesale lockbox and liquidity services. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the published fee schedule and returns a verdict, every reason, a line-item quote and the figures it computed.
This validator models monthly fee quotes built on the US Deposit Accounts & Services Fee Schedule that MUFG Bank publishes (the version effective January 1, 2022, read October 5, 2026), not just the scenarios shown below.
Any quote that touches these rules is in scope — not only the scenarios pictured here. Not covered: the many other items in the schedule (for example online banking and e-gateway fees, integrated payables, controlled disbursement, lockbox imaging and remote capture, stop payments and statements), lockbox data entry charges, items billed at cost, taxes, and any fee changes after the January 1, 2022 schedule. Assumptions: balances are the average monthly balance per account, and the total is an estimate of monthly fees at the published amounts.
7 scenarios in 3 groups · each group runs from the agent’s first attempt to the outcome · click one to switch
Illustrative agent statement. The validator receives the structured request below.
Proposing agent: AI sales agent (scripted)
Before sending, the agent must call Recorded run
What this means
Our assessment of what a typical rules-based CPQ (product rules, price rules and validation rules, as in Salesforce CPQ) does with the same cases. It is a judgment about effort and reliability, not a claim that nothing can be built.
| What the validator caught | Typical rules-based CPQ | Predictika |
|---|---|---|
| A fee that applies only below a minimum balance | Only with care The fee turns on a balance threshold and is different for one account type, so a price rule per account type is needed and has to be kept in step with the schedule. | The maintenance fee is computed from the account type and balance, and compared with the fee the agent stated. |
| An account type offered in one state only | Only with workarounds Availability by state is usually a separate flag and rule, so a rep can pick Cash Notice Deposit for a client outside New York without anything stopping the quote. | Choosing a Cash Notice Deposit account outside New York is a blocking finding. |
| Many per-unit fees adding up to a stated total | Only with care Each service has its own unit and rate, so price rules multiply quantities by rates, and a total typed by a rep has to be checked against them separately. | Every line is computed, summed and compared with the stated monthly total in the same pass. |
| Items priced by arrangement | Only with care Items with no published fee need a manual route, which is often a note or a custom flag a rep can forget to raise. | Fax or email wires, lockbox customization and cross-border sweep setup each send the quote to a person. |
| Every problem returned in one answer | Only with workarounds Rules tend to fire as the quote is saved or a step is completed, so a rep often fixes one error and meets the next. | All findings come back together, whatever order the choices arrived in. |
Every rule is checked on every call, in any order the choices arrive; one problem never hides another. Blocking findings stop the quote; approval findings need a person to sign off; everything else is computed.
| 1 | The quote includes wires sent by fax or email, which the schedule prices by arrangement; a person should confirm the fee. |
| 2 | The quote includes lockbox customization, which the schedule prices by arrangement; a person should confirm the fee. |
| 3 | The quote includes cross-border sweep pooling pairs, whose setup fee the schedule prices by arrangement; a person should confirm it. |
| 4 | The quote asks for a volume-based discount; the schedule says volume-based discounts are available on marked items but does not publish them, so a person should confirm it. |
| 5 | The quote opens a Cash Notice Deposit account outside New York; the published fee schedule lists it for New York only. |
| 6 | The quote has 0 accounts; at least 1 account is needed. |
| 7 | The quote states account maintenance of $200.00 a month; the published schedule gives $400.00. |
| 8 | The quote states account maintenance of $0.01 a month; the published schedule gives $0.00. |
| 9 | The quote states a monthly total of $9,289.99; the published fees give $9,290.00. |
| 10 | The quote states a monthly total of $9,291.00; the published fees give $9,290.00. |
| 11 | The quote states a monthly total of $1.00; the published fees give $9,290.00. |
The recorded result of the validator for each scenario on this page: the request the AI agent sent, the verdict, and every finding, in the order they appear above.
The agent's request. Please quote monthly fees for 1 Cash Notice Deposit account with an average monthly balance of $80,000 outside New York, with ACH on 1 company channel with 6,000 standard, 300 same-day, 25 returned and 0 unauthorized-return transactions; money transfer on 1 online banking profile with 60 domestic, 15 international USD, 0 international non-USD and 0 incoming wires; 1 wholesale lockbox handling 8,000 check items. The quote states account maintenance of $200.00 a month and a monthly total of $3,710.00. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote monthly fees for 1 Money Market Deposit account with an average monthly balance of $80,000 in New York, with ACH on 1 company channel with 6,000 standard, 300 same-day, 25 returned and 0 unauthorized-return transactions; money transfer on 1 online banking profile with 60 domestic, 15 international USD, 0 international non-USD and 0 incoming wires; 1 wholesale lockbox handling 8,000 check items. The quote states account maintenance of $200.00 a month and a monthly total of $8,635.00. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote monthly fees for 3 Corporate Checking accounts with an average monthly balance of $60,000 in New York, with money transfer on 2 online banking profiles with 80 domestic, 40 international USD, 25 international non-USD and 50 incoming wires; liquidity services: 1 cash pooling structure, 2 ZBA structures, 2 global cross-border sweep pairs. The client also wants wires sent by fax or email. The quote states account maintenance of $0.00 a month and a monthly total of $6,995.00. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote monthly fees for 3 Corporate Checking accounts with an average monthly balance of $60,000 in New York, with money transfer on 2 online banking profiles with 80 domestic, 40 international USD, 25 international non-USD and 50 incoming wires; liquidity services: 1 cash pooling structure, 2 ZBA structures. The quote states account maintenance of $600.00 a month and a monthly total of $5,295.00. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote monthly fees for 2 Money Market Deposit accounts with an average monthly balance of $200,000 in New York, with ACH on 2 company channels with 20,000 standard, 1,000 same-day, 80 returned and 5 unauthorized-return transactions; 2 wholesale lockboxes handling 25,000 check items. The client also wants lockbox customization. The client asks for a volume-based discount. The quote states account maintenance of $0.00 a month and a monthly total of $20,150.00. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote monthly fees for 2 Money Market Deposit accounts with an average monthly balance of $200,000 in New York, with ACH on 2 company channels with 20,000 standard, 1,000 same-day, 80 returned and 5 unauthorized-return transactions; 2 wholesale lockboxes handling 25,000 check items. The client also wants lockbox customization. The client asks for a volume-based discount. The quote states account maintenance of $0.00 a month and a monthly total of $21,400.00. It is ready to send.
Verdict: Needs approval.
The agent's request. Please quote monthly fees for 2 Money Market Deposit accounts with an average monthly balance of $200,000 in New York, with ACH on 2 company channels with 20,000 standard, 1,000 same-day, 80 returned and 5 unauthorized-return transactions; 2 wholesale lockboxes handling 25,000 check items. The quote states account maintenance of $0.00 a month and a monthly total of $21,400.00. It is ready to send.
Verdict: Allowed.
The text of the narrated walkthrough, step by step.