Predictika · Wheelchair configuration checks
An AI sales agent prepares a manual wheelchair order for a dealer: a QUICKIE frame, seat width and depth, the user's weight, camber, seat-to-floor heights, power assist, transit and suspension options, with the weight capacity and billing code it states. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the figures Sunrise Medical publishes and returns a verdict, every reason and the figures it computed.
This validator models a manual wheelchair order built on one frame at a time, based on the public QUICKIE Manual Wheelchair Reference Guide, not just the scenarios shown below.
Any manual wheelchair order on these frames that touches these rules is in scope — not only the scenarios pictured here. Not covered: prices (Sunrise Medical does not publish list prices, so this page shows no price build-up), other QUICKIE and ZIPPIE models, the GP and GPV frames, seating and positioning products, back angle, footrest angles, back height and the other adjustment ranges in the guide, color and finish, payer rules, and the guide's warning that adding options can limit the maximum user weight (the order form decides that).
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 |
|---|---|---|
| Only the seat sizes, camber settings and heights published for each of 13 frames | Only with workarounds Every frame has its own width, depth, camber and height ranges, so a rules-based CPQ needs a compatibility table or one rule per frame, and every guide revision means editing them. | The frame and the sizes arrive in one request and are matched to the published row on every call. |
| Weight capacity that changes with the heavy-duty option | Only with care The capacity depends on the frame and on a capacity option that only two frames offer, and then it is compared with the user weight. | The capacity, the option and the user weight are compared on every call. |
| Sizes that are not standard but may be built to order | Only with care Whether a width beyond the range is simply invalid or can be requested depends on the frame, so it is easy to block an order that a person could have approved. | Beyond-range sizes on frames that list Built-4-Me go to a person; on the others they are blocked. |
| Capacity and billing code the quote states | Only with care The stated figures are derived from the chosen frame and option, so a rule has to recompute them and compare. | The stated capacity and code are fields in the request, compared with the guide values on every call. |
| Every problem returned in one answer | Only with workarounds Rules tend to fire as the order 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 user weighs 301 pounds; the user weight capacity listed for the selected frame is 300 pounds. |
| 2 | The user weighs 351 pounds; the user weight capacity listed for the selected frame is 350 pounds. |
| 3 | A heavy-duty weight capacity is listed only for the IRIS (400 pounds) and the QUICKIE 2 (350 pounds); the selected frame has none. |
| 4 | A seat width of 11 inches is outside the 12 to 22 inch range listed for the selected frame; the guide says additional options are available through QUICKIE Built-4-Me, so a person should confirm it. |
| 5 | A seat width of 23 inches is outside the 12 to 22 inch range listed for the selected frame; the guide says additional options are available through QUICKIE Built-4-Me, so a person should confirm it. |
| 6 | A seat width of 21 inches is outside the 14 to 20 inch range listed for the selected frame. |
| 7 | A seat depth of 21 inches is outside the 12 to 20 inch range listed for the selected frame; the guide says additional options are available through QUICKIE Built-4-Me, so a person should confirm it. |
| 8 | The quote asks for the transit option; the reference guide lists the selected frame as not available with transit. |
| 9 | Front suspension is not listed for the selected frame. |
| 10 | A camber of 5 degrees is not one of the camber settings listed for the selected frame. |
| 11 | A camber of 4 degrees is not one of the camber settings listed for the selected frame. |
| 12 | The selected power-assist option is not listed for the selected frame in the reference guide. |
| 13 | A front seat-to-floor height of 12 inches is outside the 12.5 to 19 inch range listed for the selected frame. |
| 14 | A rear seat-to-floor height of 22.5 inches is outside the 13 to 22 inch range listed for the selected frame. |
| 15 | Rear suspension is listed only for the Nitrum and the 5R; the selected frame does not have it. |
| 16 | Front suspension on the selected frame is listed as available only through QUICKIE Built-4-Me; a person should confirm it. |
| 17 | The quote states a user weight capacity of 350 pounds; the reference guide lists 300 pounds for the selected frame and capacity option. |
| 18 | The quote states an HCPCS code that is not the code the reference guide lists for the selected frame. |
| 19 | A seat width of 22 inches is outside the 14 to 20 inch range listed for the selected frame. |
| 20 | The user weighs 290 pounds; the user weight capacity listed for the selected frame is 265 pounds. |
| 21 | A camber of 2 degrees is not one of the camber settings listed for the selected frame. |
| 22 | A front seat-to-floor height of 13 inches is outside the 14 to 20.5 inch range listed for the selected frame. |
| 23 | A rear seat-to-floor height of 21 inches is outside the 14 to 20.5 inch range listed for the selected frame. |
| 24 | The quote states a user weight capacity of 300 pounds; the reference guide lists 265 pounds for the selected frame and capacity option. |
| 25 | A seat width of 21 inches is outside the 12 to 20 inch range listed for the selected frame; the guide says additional options are available through QUICKIE Built-4-Me, so a person should confirm it. |
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 a QUICKIE 2 manual wheelchair, 20 inches wide and 18 inches deep, for a user who weighs 340 pounds, with a camber of 2 degrees, a front seat-to-floor height of 17.5 inches and a rear seat-to-floor height of 16.5 inches, with R90 power assist and the transit option. The quote states HCPCS code K0005 and a user weight capacity of 350 pounds. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote a QUICKIE 2 manual wheelchair, 20 inches wide and 18 inches deep, for a user who weighs 340 pounds, with the heavy-duty weight capacity option, with a camber of 2 degrees, a front seat-to-floor height of 17.5 inches and a rear seat-to-floor height of 16.5 inches, with R90 power assist and the transit option. The quote states HCPCS code K0005 and a user weight capacity of 350 pounds. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote a QUICKIE ACCESS manual wheelchair, 20 inches wide and 20 inches deep, for a user who weighs 360 pounds, with a camber of 0 degrees, a front seat-to-floor height of 12 inches and a rear seat-to-floor height of 16 inches, with R20 power assist and the transit option. The quote states HCPCS code E1161 and a user weight capacity of 400 pounds. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote a QUICKIE IRIS manual wheelchair, 20 inches wide and 20 inches deep, for a user who weighs 360 pounds, with a camber of 0 degrees, a front seat-to-floor height of 12 inches and a rear seat-to-floor height of 16 inches, with R20 power assist and the transit option. The quote states HCPCS code E1161 and a user weight capacity of 400 pounds. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote a QUICKIE IRIS manual wheelchair, 20 inches wide and 20 inches deep, for a user who weighs 360 pounds, with the heavy-duty weight capacity option, with a camber of 0 degrees, a front seat-to-floor height of 12.5 inches and a rear seat-to-floor height of 16 inches, with R20 power assist and the transit option. The quote states HCPCS code E1161 and a user weight capacity of 400 pounds. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote a QUICKIE 2 manual wheelchair, 23 inches wide and 18 inches deep, for a user who weighs 280 pounds, with a camber of 3 degrees, a front seat-to-floor height of 17 inches and a rear seat-to-floor height of 16 inches, with R90 power assist, the transit option and front suspension. The quote states HCPCS code K0005 and a user weight capacity of 300 pounds. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote a QUICKIE 2 manual wheelchair, 23 inches wide and 18 inches deep, for a user who weighs 280 pounds, with a camber of 4 degrees, a front seat-to-floor height of 17 inches and a rear seat-to-floor height of 16 inches, with R90 power assist, the transit option and front suspension. The quote states HCPCS code K0005 and a user weight capacity of 300 pounds. It is ready to send.
Verdict: Needs approval.
The text of the narrated walkthrough, step by step.