Predictika · Compact equipment quotes
An AI sales agent prepares a quote for a fleet of Bobcat loaders: M-Series skid-steer loaders (S590, S650, S770) or compact track loaders (T650, T770) with a cab, high-flow hydraulics, controls and options, a set of attachments such as buckets, pallet forks, grapples, augers, breakers, mowers and planers, a Protection Plus extended warranty, a discount and the order total. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of what the loader can carry and run and returns a verdict, every reason, a line-item quote and the figures it computed.
This validator models Bobcat loader and attachment quotes, not just the scenarios shown below.
Any Bobcat loader and attachment quote that touches these loaders, options and attachments is in scope — not only the scenarios pictured here. Not covered: excavators, telehandlers, other attachments, financing, trade-ins, taxes and dealer-specific pricing. Bobcat sells through dealers and does not publish list prices, so every price on this page is illustrative, as are the T-series capacities and flows, the attachment weights and flow needs, and the approval thresholds.
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 |
|---|---|---|
| Attachments that need more hydraulic flow than the loader gives | Only with workarounds Each attachment has a flow need, and each loader gives a different flow with and without the high-flow option. A CPQ needs a table of attachments and loaders and a rule for each pairing, and a mower that needs high flow is easy to leave on a standard-flow machine. | The flow every attachment needs is compared with the flow the chosen loader and hydraulics give, on every call, and three cases come back in plain words: fine, needs the high-flow option, or not enough even with it. |
| A heavy attachment against the loader capacity | Only with care Weight against rated operating capacity is a ratio that depends on the loader and the counterweight. It can be written as a rule per loader, but each new attachment or loader multiplies the rules. | The heaviest attachment is compared with the rated operating capacity, counterweight included, and the result is a block, an approval or a pass. |
| Options that depend on other options | Only with care Radio remote needs joystick controls, planers and mowers need an enclosed cab and a counterweight exists on only some models. Each is a product rule someone writes and keeps in step. | All the option dependencies are checked together on every call and each one is reported. |
| A fleet quantity that multiplies everything | Only with care Options, warranty, freight and the loader price all scale with the number of loaders, while attachments are counted once. Quantity mistakes show up in the total. | Every line is computed from the quantities on the quote, and the total is compared with the total the quote states. |
| Extended warranty terms, hours and coverage | Only with workarounds A term of 36, 48 or 60 months, an hour limit that grows with the term and a coverage level with its own limit are three linked lists; a value that is not on a list is usually caught only when the quote is saved. | The term, the hours and the coverage are checked against each other on every call. |
| A stated total that has to agree with the quote | Only with workarounds Loaders, options, attachments, a warranty and a discount make a total that can drift from what is typed on the quote without anyone noticing. | The total is computed from the choices and compared with the total the quote states. |
| 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 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 quote has 0 loaders; one quote covers 1 to 30 loaders. |
| 2 | The order total is $2,119,800, above $500,000, so a person should confirm. |
| 3 | The quote has 30 loaders, so a person should confirm delivery scheduling and fleet terms. |
| 4 | An attachment on the quote needs 26 gpm of auxiliary flow, and the standard-flow hydraulics of this loader give 23 gpm; the high-flow option is needed. |
| 5 | The heaviest attachment weighs 1,250 lb against a rated operating capacity of 2,690 lb, above 45 percent, so a person should confirm the pairing. |
| 6 | The heaviest attachment weighs 1,250 lb, more than 60 percent of the loader rated operating capacity of 2,000 lb. |
| 7 | An attachment on the quote needs 30 gpm of auxiliary flow, and the high-flow hydraulics of this loader give 26.7 gpm. |
| 8 | The quote has a planer or mower on a loader with the open canopy; these attachments need an enclosed cab. |
| 9 | Radio remote control is quoted with the foot pedal and steering lever controls; it needs Selectable Joystick Control. |
| 10 | A counterweight is quoted on a loader that does not offer one; it is available on the S770 and the T770. |
| 11 | The standard warranty is 24 months or 2,000 hours; the quote has 36 months and 2,000 hours. |
| 12 | An extended warranty of 24 months is not available; the terms are 36, 48 and 60 months. |
| 13 | The quote has 3,500 warranty hours; the chosen term covers up to 3,000. |
| 14 | Full coverage is quoted for 60 months; it is limited to 48 months. |
| 15 | The quote takes a discount of $12,500 against $150,000 of list charges, above the 8 percent that needs a sales manager. |
| 16 | The quote takes a discount of $23,000 against $150,000 of list charges, above the 15 percent an agent may offer. |
| 17 | The quote states a total of $100,000; the prices give $150,000. |
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 6 Bobcat T650 compact track loaders with the open canopy and high-flow hydraulics. Options are radio remote control and a counterweight. Attachments are 6 buckets, 2 HB980 hydraulic breakers, 2 72 in mowers and 3 high-flow 40 in planers. The warranty is Protection Plus Full coverage for 60 months and 5,000 hours. The quote states $723,300. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote 6 Bobcat T770 compact track loaders with the cab with heat and A/C and high-flow hydraulics and Selectable Joystick Control. Options are radio remote control and a counterweight. Attachments are 6 buckets, 2 HB980 hydraulic breakers, 2 72 in mowers and 3 high-flow 40 in planers. The warranty is Protection Plus Full coverage for 48 months and 4,000 hours. The quote states $813,900. It is ready to send.
Verdict: Needs approval.
The agent's request. Please quote 3 Bobcat T770 compact track loaders with the cab with heat and A/C and high-flow hydraulics and Selectable Joystick Control. Options are radio remote control and a counterweight. Attachments are 3 buckets, 1 HB980 hydraulic breaker, 1 72 in mower and 3 high-flow 24 in planers. The warranty is Protection Plus Full coverage for 48 months and 4,000 hours. The quote states $423,450. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote 3 Bobcat S590 skid-steer loaders with the open canopy and standard-flow hydraulics. Attachments are 3 buckets, 1 HB980 hydraulic breaker and 2 72 in mowers. The quote states $167,450. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote 3 Bobcat S770 skid-steer loaders with the cab with heat and high-flow hydraulics. Attachments are 3 buckets, 1 HB980 hydraulic breaker and 2 72 in mowers. The quote states $280,150. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote 8 Bobcat S590 skid-steer loaders with the cab with heat and standard-flow hydraulics. Attachments are 8 buckets and 4 hydraulic pallet forks. The warranty is Protection Plus Powertrain coverage for 60 months and 6,000 hours. The discount is $99,600. The quote states $398,400. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote 8 Bobcat S590 skid-steer loaders with the cab with heat and standard-flow hydraulics. Attachments are 8 buckets and 4 hydraulic pallet forks. The warranty is Protection Plus Powertrain coverage for 60 months and 5,000 hours. The discount is $39,840. The quote states $458,160. It is ready to send.
Verdict: Allowed.
The text of the narrated walkthrough, step by step.