Predictika · Streaming plan quotes
An AI sales agent prepares an HBO Max plan quote for one account or a group of accounts, with the plan, billing cycle and billing path, resolution, downloads, simultaneous streams, Extra Members and live sports. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the plan rules and returns a verdict, every reason and the figures it computed.
This validator models HBO Max plan quotes, not just the scenarios shown below.
Any HBO Max plan quote that touches these rules is in scope — not only the scenarios pictured here. Not covered: other streaming services, device sales and prices. Plan names, stream counts, 4K and Dolby Atmos, download limits, live sports and the Extra Member add-on follow public plan information as reported by third-party sites; no download allowance for Basic with Ads, the annual-billing restriction, the Extra Member maximum, the profile limit and the approval thresholds are modeled and are not published by the company. No prices are modeled.
6 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 |
|---|---|---|
| Features that belong to one plan only | Only with care 4K UHD, Dolby Atmos, live sports and ad-free viewing each depend on the plan, so a separate rule is needed per feature and per plan. | Every feature is compared with the selected plan on every call, whatever order the choices were made in. |
| Streams that depend on plan and Extra Members | Only with workarounds The stream limit is the plan's streams plus the Extra Members, so a rule must recompute the allowance whenever either changes. | The allowance is computed from the plan and the Extra Members and compared with the streams requested on every call. |
| Download limits that differ by plan | Only with care Basic with Ads allows none, Standard 30 and Premium 100, so one rule per plan has to be kept in step with the plan choice. | The limit for the selected plan is applied on every call and the finding states the number requested. |
| Billing path that blocks annual billing and Extra Members | Only with workarounds Annual billing and the Extra Member add-on both depend on the plan and on who bills the account, so the combinations multiply as options are added. | Billing cycle, billing path, plan and add-ons are fields of one request and are checked together. |
| Several holds on one quote, plus approvals | Only with workarounds A quote can break many rules at once and a large group order needs a review on top, so the rules must report every hold together without hiding one behind another. | All findings are returned together, blocking ones first, with approvals as separate findings. |
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 | An order needs at least 1 account; the quote has 0. |
| 2 | Annual billing is offered on direct plans only, not for accounts billed through a provider or bundle. |
| 3 | 4K UHD streaming is part of the Premium plan only. |
| 4 | Dolby Atmos is part of the Premium plan only. |
| 5 | 5 offline downloads are more than the selected plan allows (Basic with Ads none, Standard 30, Premium 100). |
| 6 | 31 offline downloads are more than the selected plan allows (Basic with Ads none, Standard 30, Premium 100). |
| 7 | 101 offline downloads are more than the selected plan allows (Basic with Ads none, Standard 30, Premium 100). |
| 8 | 3 simultaneous streams are more than the plan and Extra Members allow (2). |
| 9 | 5 simultaneous streams are more than the plan and Extra Members allow (4). |
| 10 | The Extra Member add-on needs a Standard or Premium plan billed directly, not through a provider or bundle. |
| 11 | 3 Extra Members are more than the 2 this model allows per account. |
| 12 | Select live sports are included with Standard and Premium, not Basic with Ads. |
| 13 | Live sports stream on at most 2 devices even on Premium; the quote has 3. |
| 14 | Basic with Ads shows ads on on-demand titles; choose Standard or Premium for ad-free viewing. |
| 15 | An account has 1 to 5 profiles in this model; the quote has 6. |
| 16 | An order of 25 accounts goes to the partnerships team for review. |
| 17 | Two Extra Members on one account need a household-sharing review. |
| 18 | Annual Premium for 10 accounts needs a volume-discount review. |
| 19 | An order of 30 accounts goes to the partnerships team for review. |
| 20 | 10 offline downloads are more than the selected plan allows (Basic with Ads none, Standard 30, Premium 100). |
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 HBO Max Basic with Ads for 20 accounts billed annually through a bundle, with 4K UHD, 10 downloads, live sports on 3 devices, ad-free viewing and 1 Extra Member, 4 simultaneous streams and 3 profiles. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote HBO Max Premium for 20 accounts billed monthly directly, with 4K UHD, 10 downloads, live sports on 2 devices, ad-free viewing and 1 Extra Member, 5 simultaneous streams and 3 profiles. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote HBO Max Standard for 8 accounts billed annually through a provider, with 31 downloads, 3 simultaneous streams and 4 profiles. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote HBO Max Standard for 8 accounts billed annually directly, with 30 downloads, 2 simultaneous streams and 4 profiles. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote HBO Max Standard for 1 account billed monthly directly, with Dolby Atmos and live sports on 3 devices, 2 simultaneous streams and 6 profiles. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote HBO Max Premium for 1 account billed monthly directly, with Dolby Atmos and live sports on 2 devices, 4 simultaneous streams and 5 profiles. It is ready to send.
Verdict: Allowed.
The text of the narrated walkthrough, step by step.