Predictika · Tax compliance software subscription quotes

An AI sales agent's tax compliance subscription quote, checked before it goes out

An AI sales agent prepares an annual subscription quote for a tax compliance suite: the edition, the ERP or commerce connector, the volume of transactions, optional modules such as managed returns, exemption certificate management, e-invoicing, business licenses, cross-border and accounts payable, the support level, a discount, the term and the total the quote states. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of how those choices fit together and returns a verdict, every reason and the total it computed.

Scope: One annual tax compliance subscription quote: edition, connector, transaction volume, optional modules, support, discount, term and the stated total. See everything this validator covers

This validator models tax compliance subscription quotes, not just the scenarios shown below.

  • Edition and connector — the Small, Midsize and Enterprise editions with a Shopify, QuickBooks, NetSuite, Dynamics 365, SAP, Oracle or custom API connector; SAP and Oracle need Midsize or Enterprise and QuickBooks is not offered with Enterprise.
  • Volume and modules — the yearly transaction volume each edition supports, and managed returns with its filing states, exemption certificate management, e-invoicing with its countries, business licenses with their locations, cross-border, item classification and accounts payable, each with the edition and counts it needs.
  • Support and payment — standard or premium support and annual or semi-annual payment, which adds a surcharge to the total.
  • Discount and term — a discount of 0 to 25 percent, where anything above 10 percent needs a person, and a term of one to three years, where more than one year needs contract review.
  • Total and approvals — a price build-up from the base fee, per-unit fees and modules, compared with the total the quote states, and approvals for Enterprise pricing, deeper discounts, multi-year terms and cross-border scoping.

Any subscription quote that touches these rules is in scope — not only the scenarios pictured here. Not covered: services, implementation and one-time fees. Product names, editions and connector names follow the public Avalara site; all limits, caps, prices and approval thresholds are modeled from comparable tax automation products and are illustrative, not published by Avalara.

The AI sales agentBuilds the subscription quote from the conversation with the customer and says it is ready to send.
Predictika validatorChecks every rule at once and returns the verdict, each finding, and the computed figures.

6 scenarios in 2 groups · each group runs from the agent’s first attempt to the outcome · click one to switch

What the agent proposes

The AI sales agent says

Illustrative agent statement. The validator receives the structured request below.

Proposing agent: AI sales agent (scripted)

Before sending, the agent must call Recorded run

Predictika validator


      

        
        
        
      

      
Waiting for the call.

      
    

  

  
  

    
Where rules-based CPQ gets it wrong
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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 caughtTypical rules-based CPQPredictika
Limits that depend on the editionOnly with care
Transaction volume, filing states, license locations and several modules each depend on the edition, so every limit is its own rule keyed to the edition.		The edition is one choice and every limit is read from it in the same pass.
A connector that restricts the editionOnly with care
SAP and Oracle need Midsize or Enterprise while QuickBooks is not offered with Enterprise, so the connector and the edition have to be checked against each other.		Both choices are fields of one quote and are compared on every call.
Modules that need their own countsOnly with workarounds
Returns needs filing states, e-invoicing needs countries, certificates and items need volumes, so a module added with an empty count passes unless a rule is written for each.		Each module is checked against its own count, together with the edition.
A stated total that must match the computed totalOnly with workarounds
The total is built from base fees, per-unit fees, modules, support, a discount and a payment surcharge, so a separate rule is needed to recompute it and compare it with the stated figure.		The total is computed inside the model and compared with the stated one on every call.
Every problem returned in one answerOnly 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, so the agent can fix them in a single pass.

  

  

    
What this validator catches: findings from its test cases
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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.

    
1251 thousand calculated transactions a year is outside the volume the selected edition supports.
2Avalara Returns needs 1 to 51 filing states and the states entered (0) do not match the Returns selection.
3Enterprise pricing is agreed with the Avalara sales team; a person should confirm it.
411 filing states is more than the selected edition covers.
5The SAP and Oracle connectors need the Midsize or Enterprise edition.
6The QuickBooks connector is not offered with the Enterprise edition.
7E-Invoicing and Live Reporting needs the Midsize or Enterprise edition and at least 1 country.
8Cross-Border needs the Midsize or Enterprise edition.
9Cross-Border (classification, duties and VAT) is scoped by specialists; a person should confirm it.
10Item Classification needs at least 1 thousand items.
11Exemption Certificate Management needs at least 1 thousand certificates.
12Business Licenses needs at least 1 location.
1326 license locations is more than the Small and Midsize editions cover.
14AvaTax for Accounts Payable needs the Midsize or Enterprise edition.
15A discount of 11 percent is above the 10 percent a rep may give alone.
16A discount of 26 percent is outside the 0 to 25 percent a quote may carry.
17A term of 4 years is outside the 1 to 3 years offered.
18A 3 year term needs contract review.
19The quote states an annual total of 23,899 dollars; the modeled list prices give 23,900 dollars.

  

  

    
Scenarios and results
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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.

    
1. Small edition quote: A Small edition quote with SAP, 400 thousand transactions, 14 filing states, e-invoicing without a country, cross-border and a 30 percent discount

    
The agent's request. Please quote the Small edition with the SAP connector for 400 thousand transactions a year. The modules are managed returns in 14 filing states, exemption certificate management for 5 thousand certificates, e-invoicing with no country selected, business licenses for 30 locations, cross-border and AvaTax for accounts payable. Support is standard and payment is annual, for a term of 2 years. The sales rep offers a discount of 30 percent. The quote states an annual total of USD 50,576. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Transaction volume outside the edition. 400 thousand calculated transactions a year is outside the volume the selected edition supports.
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  • Filing states exceed the edition. 14 filing states is more than the selected edition covers.
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  • Enterprise ERP needs a larger edition. The SAP and Oracle connectors need the Midsize or Enterprise edition.
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  • E-Invoicing setup. E-Invoicing and Live Reporting needs the Midsize or Enterprise edition and at least 1 country.
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  • Cross-Border edition. Cross-Border needs the Midsize or Enterprise edition.
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  • Too many license locations. 30 license locations is more than the Small and Midsize editions cover.
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  • Accounts Payable edition. AvaTax for Accounts Payable needs the Midsize or Enterprise edition.
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  • Discount too deep. A discount of 30 percent is outside the 0 to 25 percent a quote may carry.
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  • Stated total does not match. The quote states an annual total of 50,576 dollars; the modeled list prices give 35,403 dollars.
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  • Multi-year term. A 2 year term needs contract review.
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  • Cross-Border scoping. Cross-Border (classification, duties and VAT) is scoped by specialists; a person should confirm it.
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2. Small edition quote: The agent resubmits after fixing the errors

    
The agent's request. Please quote the Midsize edition with the SAP connector for 400 thousand transactions a year. The modules are managed returns in 14 filing states, exemption certificate management for 5 thousand certificates, e-invoicing with no country selected, business licenses for 30 locations, cross-border and AvaTax for accounts payable. Support is standard and payment is annual, for a term of 2 years. The sales rep offers a discount of 30 percent. The quote states an annual total of USD 40,163. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • E-Invoicing setup. E-Invoicing and Live Reporting needs the Midsize or Enterprise edition and at least 1 country.
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  • Too many license locations. 30 license locations is more than the Small and Midsize editions cover.
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  • Discount too deep. A discount of 30 percent is outside the 0 to 25 percent a quote may carry.
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  • Multi-year term. A 2 year term needs contract review.
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  • Cross-Border scoping. Cross-Border (classification, duties and VAT) is scoped by specialists; a person should confirm it.
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3. Small edition quote: The agent resubmits after fixing the errors

    
The agent's request. Please quote the Midsize edition with the SAP connector for 400 thousand transactions a year. The modules are managed returns in 14 filing states, exemption certificate management for 5 thousand certificates, e-invoicing for 2 countries, business licenses for 20 locations and AvaTax for accounts payable. Support is standard and payment is annual, for a term of 1 year. The sales rep offers a discount of 10 percent. The quote states an annual total of USD 46,661. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. Annual subscription of 46,661 dollars after discount, 46,661 dollars with the payment schedule.
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4. Deep discount and long term: An Enterprise quote with QuickBooks, empty certificate and item counts, a 15 percent discount and a three-year term

    
The agent's request. Please quote the Enterprise edition with the QuickBooks connector for 2,000 thousand transactions a year. The modules are exemption certificate management for 0 thousand certificates and item classification for 0 thousand items. Support is premium and payment is semi-annual, for a term of 3 years. The sales rep offers a discount of 15 percent. The quote states an annual total of USD 31,594. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • QuickBooks with Enterprise. The QuickBooks connector is not offered with the Enterprise edition.
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  • Item Classification volume. Item Classification needs at least 1 thousand items.
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  • Certificate volume. Exemption Certificate Management needs at least 1 thousand certificates.
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  • Enterprise pricing to confirm. Enterprise pricing is agreed with the Avalara sales team; a person should confirm it.
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  • Discount above 10 percent. A discount of 15 percent is above the 10 percent a rep may give alone.
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  • Multi-year term. A 3 year term needs contract review.
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5. Deep discount and long term: The agent resubmits after fixing the errors

    
The agent's request. Please quote the Enterprise edition with the NetSuite connector for 2,000 thousand transactions a year. The modules are exemption certificate management for 20 thousand certificates and item classification for 12 thousand items. Support is premium and payment is semi-annual, for a term of 3 years. The sales rep offers a discount of 15 percent. The quote states an annual total of USD 38,556. It is ready to send.

    
Verdict: Needs approval.

    
    
      
  • Enterprise pricing to confirm. Enterprise pricing is agreed with the Avalara sales team; a person should confirm it.
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  • Discount above 10 percent. A discount of 15 percent is above the 10 percent a rep may give alone.
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  • Multi-year term. A 3 year term needs contract review.
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  • Order summary. Annual subscription of 36,720 dollars after discount, 38,556 dollars with the payment schedule.
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6. Deep discount and long term: The agent resubmits after fixing the errors

    
The agent's request. Please quote the Midsize edition with the NetSuite connector for 2,000 thousand transactions a year. The modules are exemption certificate management for 20 thousand certificates and item classification for 12 thousand items. Support is premium and payment is semi-annual, for a term of 1 year. The sales rep offers a discount of 8 percent. The quote states an annual total of USD 24,343. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. Annual subscription of 23,184 dollars after discount, 24,343 dollars with the payment schedule.
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Narration transcript
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The text of the narrated walkthrough, step by step.

    
    
      
  1. Welcome to a demo of Predictika's Validator. An AI sales agent prepares an annual subscription quote for a tax compliance suite: the edition, the ERP or commerce connector, the volume of transactions, and more. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of how those choices fit together and returns a verdict, every reason and the total it computed.
    2. 
      
  2. I will start with the first request by the agent.
    3. 
      
  3. The agent says. Please quote the Small edition with the SAP connector for 400 thousand transactions a year. The modules are managed returns in 14 filing states, exemption certificate management for 5 thousand certificates, e-invoicing with no country selected. The rest of the request is on screen. The quote states an annual total of USD 50,576.
    4. 
      
  4. Before it goes out, the agent calls the validator.
    5. 
      
  5. Blocked, with nine findings and two approvals, all in one answer. 400 thousand calculated transactions a year is outside the volume the selected edition supports. 14 filing states is more than the selected edition covers. The SAP and Oracle connectors need the Midsize or Enterprise edition. The other six are on screen.
    6. 
      
  6. The validator returned nine blocking findings and two approvals in one answer. A check that reads one field at a time would pass most of this; it shows only when the choices in the quote are checked against each other and against the stated total.
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  7. What this shows: for a stated total that must match the computed total, a rules-based CPQ can do this only with workarounds.
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  8. Now the agent resubmits.
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  9. The corrected request. It changes the edition to midsize and the total stated on the quote to 40,163.
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  10. It calls the validator again.
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  11. Still blocked, with three findings and two approvals, all in one answer. E-Invoicing and Live Reporting needs the Midsize or Enterprise edition and at least 1 country. 30 license locations is more than the Small and Midsize editions cover. A discount of 30 percent is outside the 0 to 25 percent a quote may carry.
    12. 
      
  12. Six findings cleared. Still blocking: e-Invoicing setup, too many license locations and discount too deep. Two approvals also remain for a person: multi-year term and cross-Border scoping.
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  13. The agent resubmits once more.
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  14. The revised request. It changes the e-invoicing to 2 countries, the business licenses to 20 locations, the cross-border to not included, the term to 1 years, the discount to 10 percent and the total stated on the quote to 46,661.
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  15. It calls the validator once more.
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  16. This time the validator clears it.
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  17. All five earlier findings are cleared.
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  18. Eleven problems caught in one call, fixed in two passes, and a clean quote. That is the value of Predictika's validator: catching mistakes before they reach the customer. Now you can try the other scenarios yourself.
    19.