Predictika · Nonprofit software subscription quotes
An AI sales agent prepares an annual subscription quote for a nonprofit: the edition tier, the named users and constituent records, the add-ons (volunteer management, prospect research, advanced wealth insights, Prospect Insights, Workflow Designer and the Financial Edge NXT link), the term, a discount and the net 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.
This validator models Raiser's Edge NXT subscription quotes, not just the scenarios shown below.
Any subscription quote that touches these rules is in scope — not only the scenarios pictured here. Not covered: other Blackbaud products, services and implementation fees, and taxes. Product and add-on names follow public Blackbaud web pages; the tiers, limits, dependencies, discount thresholds and prices are modeled from comparable products and are illustrative, not published by Blackbaud.
5 scenarios in 2 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 |
|---|---|---|
| Add-ons that depend on a tier or on another add-on | Only with care Prospect research, Workflow Designer and the Financial Edge link need a higher tier, and wealth insights and Prospect Insights need prospect research, so each add-on needs its own product rule. | Every dependency is checked on every call, in whatever order the choices arrive. |
| Limits that change with the tier | Only with care Named users, constituent records and the term each have a ceiling that depends on the tier, so one change of tier moves several limits at once. | The limits follow the tier chosen and are checked together. |
| A discount with an approval band and a hard limit | Only with workarounds A discount above one threshold needs a person and above another is refused, so the rule has to tell the two bands apart for every quote. | Both bands are checked on every call and the approval is listed with its reason. |
| A stated total that must match the computed one | Only with workarounds The net total comes from the tier, extra users and records, add-ons, term and discount, so a rule must recompute it and compare it with the stated figure. | The total is computed inside the model and compared with the stated one. |
| 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, so the agent can fix them in a single pass. |
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 | 11 named users is outside the 1 to 10 users this tier allows; choose a larger tier. |
| 2 | 51 thousand constituent records exceed the 50 thousand this tier allows; choose a larger tier. |
| 3 | The prospect research add-on is quoted with the Standard tier; it needs Professional or Enterprise. |
| 4 | Advanced wealth insights is an add-on to prospect research, which is not on the quote. |
| 5 | Prospect Insights (major gift prospect identification) needs the prospect research add-on, which is not on the quote. |
| 6 | Workflow Designer is quoted with the Standard tier; it needs Professional or Enterprise. |
| 7 | The Financial Edge NXT link is quoted with the Standard tier; it needs Professional or Enterprise. |
| 8 | A term of 4 years is outside the 1 to 3 year terms offered. |
| 9 | A discount of 26 percent is above the 25 percent limit. |
| 10 | A discount of 20 percent needs sales-director approval. |
| 11 | The quote states a net total of 1,000 dollars; the quoted lines come to 29,880 dollars. |
| 12 | 250 named users need a deployment and security review. |
| 13 | 1,000 thousand constituent records need a data-migration review. |
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 Raiser's Edge NXT on the Standard tier for 14 named users and 60 thousand constituent records, on a 4-year term. It includes prospect research, advanced wealth insights, Workflow Designer and the Financial Edge NXT link. A discount of 28 percent is applied. The quote states a net total of $78,880. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote Raiser's Edge NXT on the Professional tier for 14 named users and 60 thousand constituent records, on a 3-year term. It includes prospect research, advanced wealth insights, Workflow Designer and the Financial Edge NXT link. A discount of 20 percent is applied. The quote states a net total of $77,520. It is ready to send.
Verdict: Needs approval.
The agent's request. Please quote Raiser's Edge NXT on the Professional tier for 14 named users and 60 thousand constituent records, on a 3-year term. It includes prospect research, advanced wealth insights, Workflow Designer and the Financial Edge NXT link. A discount of 15 percent is applied. The quote states a net total of $82,365. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote Raiser's Edge NXT on the Enterprise tier for 260 named users and 1,100 thousand constituent records, on a 3-year term. It includes advanced wealth insights, Prospect Insights, the Financial Edge NXT link and volunteer management. A discount of 22 percent is applied. The quote states a net total of $330,525. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote Raiser's Edge NXT on the Enterprise tier for 260 named users and 1,100 thousand constituent records, on a 3-year term. It includes prospect research, advanced wealth insights, Prospect Insights, the Financial Edge NXT link and volunteer management. A discount of 22 percent is applied. The quote states a net total of $345,735. It is ready to send.
Verdict: Needs approval.
The text of the narrated walkthrough, step by step.