Predictika · industrial hydraulic power units: pump, motor, reservoir, cooling, filtration, manifold, lead time and discounts
An AI sales agent prepares an industrial hydraulic power unit quote for a fictional customer. Before it goes out, the agent sends it to Predictika’s validator, which checks it against the engineering and commercial rules, compares the quote total the agent states with the one it computes, and returns a verdict with every reason.
This validator models industrial hydraulic power unit quotes in the style of Bosch Rexroth’s public A10VSO, A4VSO and A2FO pump and power-unit structure. It handles any quote made of these pumps, motors, reservoirs, coolers, filters and manifolds, not just the scenarios shown below.
It does not cover other product lines (for example drives and controls or mobile hydraulics), real list prices, engineering sign-off on a duty cycle, or tax and multi-currency quoting.
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 or Revenue Cloud) does with the same cases. It is a judgment about effort and reliability, not a claim that nothing can be built.
| What the validator catches | Typical rules-based CPQ | Predictika |
|---|---|---|
| Chained engineering quantities | Only with workarounds Flow comes from displacement, speed and frequency; power from pressure and flow; heat from power; tank size from flow. Each result feeds another check, so a custom calculator is usually needed for every chain. | Every derived quantity is computed once on each call and used by all the checks that depend on it. |
| Fluid and frequency effects | Only with care The 60 Hz speed and the HFC pressure derating change several checks at once, which means duplicated rules per option. | Frequency and fluid change the speed and rating values, and every check uses the changed values. |
| Manifold and pump together | Only with care Station count and flow rating are compared with a pump that is itself being configured, so a pump change has to re-run the manifold rules. | The manifold limits are compared with the computed pump flow on every call. |
| Lead time from the slowest part | Easy A maximum over part lead times plus assembly is a simple rule, though the need-by comparison still has to be wired in. | The lead time is derived and compared with the need-by date. |
| Discount authority by unit price | Only with workarounds The sales engineer limit, the approval band and the higher band for larger units interact, so rules are written per combination. | The requested discount is evaluated against the authority limit for the computed list price. |
| The total the agent states | Only with workarounds Comparing a stated total with a computed one means a separate rule per quote layout, and price rules rarely run on stated figures. | The stated total is a field in the request and is checked against the computed total. |
| Every problem returned in one answer | Only with workarounds Rules tend to fire as the quote is saved, so a rep 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 whatever order the choices arrive, and one problem never hides another. Blocking findings stop the quote; approval findings need a person to sign off; everything else is computed.
| Rule | Effect | What it checks |
|---|---|---|
| 1 | computed | Motor speed at the supply frequency (60 Hz is 1.2 times the 50 Hz speed) |
| 2 | block | Pump flow from displacement, motor speed and 95 percent volumetric efficiency must meet the required flow |
| 3 | block | Motor speed must not exceed the pump maximum speed |
| 4 | block | Working pressure must not exceed the pump rating, derated to 60 percent with HFC water-glycol |
| 5 | block | Motor power from pressure times flow divided by 510 must not exceed the motor rating |
| 6 | needs approval | A duty above 90 percent of the motor rating needs application engineering approval |
| 7 | block | Reservoir volume must be at least 3 times the pump flow per minute |
| 8 | block | The reservoir lid limits the motor size |
| 9 | block | Heat load (25 percent of duty power) must not exceed the cooler plus reservoir dissipation |
| 10 | block | A water-oil cooler requires plant cooling water |
| 11 | block | Filter rating must suit the valve type (directional 25, proportional 10, servo 3 micron) |
| 12 | block | Valve stations must fit the manifold |
| 13 | block | Pump flow must not exceed the manifold flow rating |
| 14 | block | Lead time is the longer of pump and motor plus 4 weeks of assembly; it must fit the need-by date |
| 15 | approval, then block | Discount authority: a sales engineer up to 10 percent, approval up to 18 percent, or 25 percent on units of EUR 35,000 and above, a block beyond |
| 16 | computed | Price roll-up from pump, motor, reservoir, cooler, filter, manifold stations, assembly and the HFC seal adder |
| 17 | block | The quote total the agent states must match the validator total within EUR 1 |
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. Hydraulic power unit: A10VSO 100 pump on a 45 kW IE3 motor, 630 L reservoir, 12 kW air-oil cooler, 10 micron pressure filter and an NG6 manifold with 6 valve stations, for 8 stations at 90 l/min and 150 bar. Delivery in 10 weeks. Quote total EUR 24,840. Ready to send.
Verdict: Blocked.
The agent's request. Hydraulic power unit: A10VSO 71 pump on a 30 kW IE3 motor, 400 L reservoir, 5 kW air-oil cooler, 10 micron pressure filter and an NG10 manifold with 10 valve stations, for 8 stations at 90 l/min and 150 bar. Delivery in 10 weeks. Quote total EUR 22,660. Ready to send.
Verdict: Allowed.
The agent's request. Hydraulic power unit: A10VSO 28 pump on a 15 kW IE3 motor, 250 L reservoir, 5 kW air-oil cooler, 10 micron pressure filter and an NG6 manifold with 6 valve stations, for 45 l/min at 150 bar. Delivery in 10 weeks. Quote total EUR 13,640. Ready to send.
Verdict: Blocked.
The agent's request. Hydraulic power unit: A10VSO 45 pump on a 15 kW IE3 motor, 250 L reservoir, 5 kW air-oil cooler, 10 micron pressure filter and an NG10 manifold with 6 valve stations, for 45 l/min at 150 bar. Delivery in 10 weeks. Quote total EUR 15,460. Ready to send.
Verdict: Allowed.
The agent's request. Hydraulic power unit: A10VSO 45 pump on a 30 kW IE3 motor, 250 L reservoir, 5 kW air-oil cooler, 10 micron pressure filter and an NG10 manifold with 6 valve stations, for 60 l/min at 200 bar, with a 5 percent discount. Delivery in 10 weeks. Quote total EUR 15,865.95. Ready to send.
Verdict: Blocked.
The agent's request. Hydraulic power unit: A10VSO 45 pump on a 30 kW IE3 motor, 250 L reservoir, 5 kW air-oil cooler, 10 micron pressure filter and an NG10 manifold with 6 valve stations, for 60 l/min at 200 bar, with a 5 percent discount. Delivery in 10 weeks. Quote total EUR 16,701. Ready to send.
Verdict: Allowed.
The agent's request. Hydraulic power unit: A10VSO 28 pump on a 15 kW IE3 motor, 250 L reservoir, 5 kW air-oil cooler, 3 micron pressure filter and an NG6 manifold with 6 valve stations, for 3 servo stations at 30 l/min and 250 bar. Delivery in 10 weeks. Quote total EUR 14,240. Ready to send.
Verdict: Needs approval.
The text of the narrated walkthrough, step by step.