Predictika · Payroll and HR quotes
An AI sales agent prepares a quote for a small or mid-sized business: the payroll package, customer support level, set-up service, add-ons, number of employees and states, and term. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model and returns a verdict and every reason. The package, add-on, support and set-up names are Paychex's; which package allows what is modeled, not published by the company.
This validator models a package quote, not just the scenarios shown below. The package, support, set-up and add-on names come from the public Paychex package comparison page; which package includes or allows each item is modeled from comparable payroll products and is not Paychex's official rule.
Any payroll package quote that touches these rules is in scope — not only the scenarios pictured here. Not covered: prices (Paychex does not publish them and none are modeled or shown), HR Pro and HR PEO, insurance and health plans, and the company's real package contents, which are set by its sales team.
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 |
|---|---|---|
| Support and set-up levels that depend on the package | Only with care Each package allows different levels, so each combination needs its own rule and any new package adds another set. | The package, support and set-up level arrive in one request and are checked together. |
| Add-ons that need another add-on | Only with care Learning needs Talent Management and advanced scheduling needs Time and Attendance, so option-to-option rules must be written and kept in step. | Every add-on is checked against the others on every call. |
| A specialist that depends on the support level | Only with care The specialist is only valid with Premium support, so a rule must read a different line from the one being added. | The specialist and the support level are checked together. |
| Reviews that depend on size, states and term | Only with workarounds Several different thresholds each need their own approval rule and routing. | The thresholds are checked on every call and all reviews come back together. |
| 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 person 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 Basic package is quoted in this model for up to 49 employees; the quote has 60. |
| 2 | Terms in this model are 12, 24 or 36 months; the quote has 18 months. |
| 3 | A 36 month term needs a sales manager to confirm. |
| 4 | The Basic package is quoted in this model for one state; the quote has 3 states. |
| 5 | Payroll in 12 states needs a tax registration review. |
| 6 | In this model phone and email (Enhanced) support comes with the Advanced or Complete package. |
| 7 | In this model Premium support comes only with the Complete package. |
| 8 | A dedicated payroll specialist comes with Premium support in this model. |
| 9 | In this model Assisted Set Up is not offered with the Basic package. |
| 10 | In this model Managed Set Up comes with the Advanced or Complete package. |
| 11 | The Talent Management add-on is not offered with the Basic package in this model. |
| 12 | The learning management add-on is sold with the Talent Management add-on in this model. |
| 13 | HR Analytics and AI Insights is not offered with the Basic package in this model. |
| 14 | Advanced scheduling is added to the Time and Attendance add-on; add Time and Attendance or remove scheduling. |
| 15 | Job costing and labor distribution comes with the Advanced or Complete package in this model. |
| 16 | The general ledger service comes with the Advanced or Complete package in this model. |
| 17 | The SUI service is not offered with the Basic package in this model. |
| 18 | A retirement plan is set up with a separate plan quote and needs a person to confirm. |
| 19 | A company of 500 employees needs a Paychex sales review before the quote goes out. |
| 20 | The Basic package is quoted in this model for up to 49 employees; the quote has 80. |
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 the Basic package for 60 employees in 1 state with Premium support, Self Set Up and a 12 month term, with a dedicated payroll specialist, learning management. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote the Complete package for 60 employees in 1 state with Premium support, Self Set Up and a 12 month term, with a dedicated payroll specialist, Talent Management, learning management. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote the Advanced package for 300 employees in 12 states with Enhanced support, Managed Set Up and a 36 month term, with advanced scheduling, job costing. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote the Advanced package for 300 employees in 12 states with Enhanced support, Managed Set Up and a 36 month term, with Time and Attendance, advanced scheduling, job costing. It is ready to send.
Verdict: Needs approval.
The agent's request. Please quote the Advanced package for 300 employees in 5 states with Enhanced support, Managed Set Up and a 24 month term, with Time and Attendance, advanced scheduling, job costing. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote the Foundations package for 40 employees in 1 state with Online support, Managed Set Up and a 12 month term, with the general ledger service, the SUI service. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote the Advanced package for 40 employees in 1 state with Online support, Managed Set Up and a 12 month term, with the general ledger service, the SUI service. It is ready to send.
Verdict: Allowed.
The text of the narrated walkthrough, step by step.