Predictika · Honda Pilot
An AI sales agent prepares a build-and-price quote for the 2025-26 Honda Pilot (US): trim, drivetrain, seating, paint, accessories, towing, offers and a delivery date. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model, compares the total and tow rating the quote states with the ones it computes, and returns every finding together.
This validator models build-and-price quotes for one product line, the 2025-26 Honda Pilot lineup for the US market, and handles any trim, drivetrain, option and offer combination involving it, not just the scenarios shown below.
All prices, tow ratings, build times and discount limits are invented illustrative values, not Honda data; names and trims come from public product information. The validator does not cover other Honda models, financing and leasing, trade-ins, taxes and registration fees, or dealer inventory.
8 scenarios in 4 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. Trim-gated paint and interior choices, and a fixed price per accessory, are routine for a CPQ and are left out.
| What the validator caught | Typical rules-based CPQ | Predictika |
|---|---|---|
| A trailer heavier than this build can tow | Only with care The tow rating depends on trim and drivetrain together, and a hitch must be on the order. Each combination is a separate rule someone has to write and keep current. | Looks up the rating for the trim and drivetrain, requires the hitch, and checks both on every call. |
| A fleet order that takes retail offers or too large a discount | Only with care Discount tiers and approvals are standard, but the fleet minimum and the exclusion of retail offers are extra validation rules that interact with them. | Applies fleet minimum, offer exclusions and discount authority by customer type together. |
| A delivery date the build cannot meet | Only with workarounds Build time by trim and option is not a quote-time input, so the date is promised without it and an expedite window is a custom approval flow. | Works out the build time, blocks what cannot be recovered and routes an expedite for approval. |
| A stated total or tow rating that differs from the computed one | Only with workarounds A validation rule can compare a stated figure with a calculated one only if the stated figure is a field on the quote, which it rarely is. | The stated figures travel with the quote and are compared on every call. |
| Several issues in one quote | Only with care One error at a time, if any are caught. | Every finding at once, ordered blocks first. |
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 customer plans to tow 5,000 lb but no trailer hitch is on the order. |
| 2 | Towing 5,000 lb is above the 3,500 lb tow rating of this FWD build. |
| 3 | The quote states a tow rating of 5,000 lb but the validator computes 3,500 lb. |
| 4 | Platinum White Pearl is not available on the Pilot Black Edition. |
| 5 | The Black leather interior is not offered on the Pilot Black Edition. |
| 6 | The quote states a total of $55,855 but the validator computes $57,350. |
| 7 | Fleet orders cannot take retail loyalty, military or graduate offers. |
| 8 | A 12 percent discount is above the 10 percent maximum for a Fleet deal. |
| 9 | This build needs about 10 weeks; 4 weeks is beyond what a dealer trade or expedite can recover. |
| 10 | This build needs about 10 weeks and the customer wants 9; needs a dealer trade or allocation expedite. |
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 one 2025-26 Pilot EX-L in front-wheel drive with 8 seats, Sonic Gray Pearl paint and black leather, delivered within 8 weeks. The customer will tow a 5,000 lb trailer. The quote states a tow rating of 5,000 lb and a total of $46,395. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote one 2025-26 Pilot EX-L in all-wheel drive with 8 seats, Sonic Gray Pearl paint, black leather and a trailer hitch, delivered within 8 weeks. The customer will tow a 5,000 lb trailer. The quote states a tow rating of 5,000 lb and a total of $49,045. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote one 2025-26 Pilot Black Edition in all-wheel drive with 7 seats, Platinum White Pearl paint and black leather, delivered within 14 weeks. The quote states a total of $55,855. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote one 2025-26 Pilot Black Edition in all-wheel drive with 7 seats, Crystal Black Pearl paint and black leather with red accents, delivered within 14 weeks. The quote states a total of $56,895. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote a fleet order of 8 Pilot Touring in all-wheel drive with 8 seats, Platinum White Pearl paint and gray leather, delivered within 10 weeks. The order takes a 12 percent fleet discount and the customer loyalty offer. The quote states a total of $382,176. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote a fleet order of 8 Pilot Touring in all-wheel drive with 8 seats, Platinum White Pearl paint and gray leather, delivered within 10 weeks. The order takes a 5 percent fleet discount. The quote states a total of $415,944. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote one 2025-26 Pilot Elite in all-wheel drive with 7 seats, Crystal Black Pearl paint, black leather and rear seat entertainment, delivered within 4 weeks. The quote states a total of $60,195. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote one 2025-26 Pilot Elite in all-wheel drive with 7 seats, Crystal Black Pearl paint, black leather and rear seat entertainment, delivered within 9 weeks. The quote states a total of $60,195. It is ready to send.
Verdict: Needs approval.
The text of the narrated walkthrough, step by step.