Predictika · Device technology license quotes

An AI sales agent's device license quote, checked before it goes out

An AI sales agent prepares a technology license quote for a consumer-electronics maker: a device type, a yearly volume, a set of Dolby technologies, a license term and a discount. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of which technology applies to which device and returns a verdict, every reason and the annual royalty it computed.

Scope: Dolby home-entertainment device licenses: Dolby Vision, Dolby Vision IQ, Dolby Atmos, Dolby Atmos FlexConnect, Dolby Digital Plus, Dolby AC-4 and Dolby Audio on TVs, soundbars, home theater systems, headphones, wireless speakers and source boxes. See everything this validator covers

This validator models Dolby device technology license quotes, not just the scenarios shown below.

  • Technologies and devices — which technology can be quoted for which device type, such as Dolby Vision for TVs and source boxes, Dolby Vision IQ for TVs, and Dolby Atmos FlexConnect for TVs and soundbars.
  • Dependencies and hardware — Dolby Vision IQ is added to Dolby Vision, FlexConnect is added to Dolby Atmos, a TV with Dolby Vision needs a 10-bit panel and a soundbar with Dolby Atmos needs an HDMI eARC input.
  • Volume, term and discount — a minimum of 5 thousand units a year, terms of 1, 2 or 3 years, discounts up to 15 percent with approval above 5 percent, and review for very large volumes and large bundles.
  • Royalty total — the annual royalty stated on the quote against the total computed from the volume and the illustrative rates.

Any Dolby device license quote that touches these rules is in scope — not only the scenarios pictured here. Not covered: Dolby Cinema, professional and studio products, mobile, PC and automotive licenses, and Dolby OptiView. The royalty rates in this validator are invented illustrative values, not Dolby rates.

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

6 scenarios in 3 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
Which technology applies to which deviceOnly with care
Each technology is allowed on some device types and not others, so every technology needs its own rule that reads the device type, and the list grows with each new device.
The device type and the technologies are fields of one request and are checked together on every call.
Technologies that depend on another technology or on hardwareOnly with care
Dolby Vision IQ needs Dolby Vision, FlexConnect needs Atmos, and some devices need a panel or an input, so each dependency is a rule that can be missed.
Every dependency and hardware feature is a field of the request and is checked on every call.
A discount that depends on the termOnly with care
The discount ceiling, the term it needs and the approval threshold are three separate rules that all have to agree.
The discount and the term are in one request and compared on every call.
A stated royalty total that must match volume times rateOnly with workarounds
The royalty is the volume times the sum of the technology rates, so a separate rule is needed to recompute it and compare it with the stated figure.
The stated royalty is a field of the request and is compared with the computed royalty 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, whatever order the choices arrived in.

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.

1The quote has no Dolby technology selected.
2The quote covers 4 thousand units a year; this model licenses 5 thousand units a year or more.
3License terms in this model are 1, 2 or 3 years; the quote has 4 years.
4A 1 year term needs a licensing manager to confirm.
5Dolby Vision is video technology; it is quoted for TVs and source boxes, not for this device type.
6A TV quoted with Dolby Vision needs a 10-bit panel; the quote says it does not have one.
7Dolby Vision IQ is quoted only for TVs.
8Dolby Vision IQ is added to Dolby Vision; add Dolby Vision or remove Dolby Vision IQ.
9Dolby Atmos FlexConnect is quoted only for TVs and soundbars.
10Dolby Atmos FlexConnect is added to Dolby Atmos; add Dolby Atmos or remove FlexConnect.
11A soundbar quoted with Dolby Atmos needs an HDMI eARC input; the quote says it has none.
12Dolby Digital Plus is not quoted for headphones.
13Dolby AC-4 is not quoted for headphones or wireless speakers.
14A discount of 20 percent is above the 15 percent limit in this model.
15A discount of 20 percent needs a licensing manager to approve.
16A discount above 5 percent needs a term of 2 years or more; the quote has 1 year(s).
17A discount of 10 percent needs a licensing manager to approve.
18The quote states an annual list royalty of 2,000,000 dollars; the selected technologies and volume give 2,250,000.
192,000 thousand units a year needs a licensing manager review before the quote goes out.
205 Dolby technologies selected; a licensing manager should review the bundle.
21The quote covers 2 thousand units a year; this model licenses 5 thousand units a year or more.
22A discount of 30 percent is above the 15 percent limit in this model.
23The quote states an annual list royalty of 1 dollars; the selected technologies and volume give 12,800.
24A discount of 30 percent needs a licensing manager to approve.
256 Dolby technologies selected; a licensing manager should review the bundle.

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. Device fit, requirements and discount: A soundbar license for three Dolby technologies with a large discount

The agent's request. Please quote a license for 800 thousand soundbars a year with Dolby Vision, Dolby Vision IQ and Dolby Atmos, on a 3-year term, with a discount of 20 percent. The annual list royalty is 3,200,000 dollars. It is ready to send.

Verdict: Blocked.

  • Dolby Vision not on this device. Dolby Vision is video technology; it is quoted for TVs and source boxes, not for this device type.
  • Dolby Vision IQ only on TVs. Dolby Vision IQ is quoted only for TVs.
  • Soundbar with Atmos needs HDMI eARC. A soundbar quoted with Dolby Atmos needs an HDMI eARC input; the quote says it has none.
  • Discount over the limit. A discount of 20 percent is above the 15 percent limit in this model.
  • Stated royalty total does not match. The quote states an annual list royalty of 3,200,000 dollars; the selected technologies and volume give 4,000,000.
  • Discount over 5 percent needs manager approval. A discount of 20 percent needs a licensing manager to approve.

2. Device fit, requirements and discount: The agent resubmits after fixing the errors

The agent's request. Please quote a license for 800 thousand TVs a year with Dolby Vision, Dolby Vision IQ and Dolby Atmos, on a 3-year term, with a discount of 5 percent. The annual list royalty is 4,000,000 dollars. It is ready to send.

Verdict: Allowed.

  • Order summary. 800 thousand units a year, 3 technology(ies), illustrative list royalty 5,000 dollars per thousand units, 4,000,000 dollars a year in total.

3. Technology fit and discount term: A headphones license for Dolby Digital Plus, Dolby AC-4 and FlexConnect on a one-year term

The agent's request. Please quote a license for 300 thousand headphones a year with Dolby Atmos FlexConnect, Dolby Digital Plus and Dolby AC-4, on a 1-year term, with a discount of 10 percent. The annual list royalty is 420,000 dollars. It is ready to send.

Verdict: Blocked.

  • FlexConnect only on TVs and soundbars. Dolby Atmos FlexConnect is quoted only for TVs and soundbars.
  • FlexConnect needs Dolby Atmos. Dolby Atmos FlexConnect is added to Dolby Atmos; add Dolby Atmos or remove FlexConnect.
  • Dolby Digital Plus not on headphones. Dolby Digital Plus is not quoted for headphones.
  • Dolby AC-4 not on headphones or speakers. Dolby AC-4 is not quoted for headphones or wireless speakers.
  • Discount over 5 percent needs a 2 year term or longer. A discount above 5 percent needs a term of 2 years or more; the quote has 1 year(s).
  • Discount over 5 percent needs manager approval. A discount of 10 percent needs a licensing manager to approve.
  • One-year term needs confirmation. A 1 year term needs a licensing manager to confirm.

4. Technology fit and discount term: The agent resubmits after fixing the errors

The agent's request. Please quote a license for 300 thousand headphones a year with Dolby Atmos and Dolby Audio, on a 3-year term, with a discount of 5 percent. The annual list royalty is 690,000 dollars. It is ready to send.

Verdict: Allowed.

  • Order summary. 300 thousand units a year, 2 technology(ies), illustrative list royalty 2,300 dollars per thousand units, 690,000 dollars a year in total.

5. Volume, term and panel: A TV license for Dolby Vision with a very small volume

The agent's request. Please quote a license for 3 thousand TVs a year with Dolby Vision, on a 4-year term. The annual list royalty is 7,500 dollars. It is ready to send.

Verdict: Blocked.

  • Below minimum annual volume. The quote covers 3 thousand units a year; this model licenses 5 thousand units a year or more.
  • Term not offered. License terms in this model are 1, 2 or 3 years; the quote has 4 years.
  • Dolby Vision on a TV needs a 10-bit panel. A TV quoted with Dolby Vision needs a 10-bit panel; the quote says it does not have one.

6. Volume, term and panel: The agent resubmits after fixing the errors

The agent's request. Please quote a license for 150 thousand TVs a year with Dolby Vision, on a 2-year term. The annual list royalty is 375,000 dollars. It is ready to send.

Verdict: Allowed.

  • Order summary. 150 thousand units a year, 1 technology(ies), illustrative list royalty 2,500 dollars per thousand units, 375,000 dollars a year in total.

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 a technology license quote for a consumer-electronics maker: a device type, a yearly volume, a set of Dolby technologies, and more. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of which technology applies to which device and returns a verdict, every reason and the annual royalty it computed.
  2. I will start with the first request by the agent.
  3. The agent says. Please quote a license for 800 thousand soundbars a year with Dolby Vision, Dolby Vision IQ and Dolby Atmos, on a 3-year term, with a discount of 20 percent. The annual list royalty is 3,200,000 dollars. The rest of the request is on screen.
  4. Before it goes out, the agent calls the validator.
  5. Blocked, with five findings and one approval, all in one answer. Dolby Vision is video technology; it is quoted for TVs and source boxes, not for this device type. Dolby Vision IQ is quoted only for TVs. A soundbar quoted with Dolby Atmos needs an HDMI eARC input; the quote says it has none. The other two are on screen.
  6. The validator returned five blocking findings and one approval 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.
  7. What this shows: for a stated royalty total that must match volume times rate, a rules-based CPQ can do this only with workarounds.
  8. Now the agent resubmits.
  9. The corrected request. It changes the device type to TV, the 10-bit panel to yes, the discount to 5 percent and the annual list royalty stated on the quote to 4,000,000 dollars.
  10. It calls the validator again.
  11. This time the validator clears it.
  12. All six earlier findings are cleared.
  13. Six problems caught in one call, fixed in one pass, 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.