Predictika · Waste-heat power generator quotes
An AI sales agent prepares a quote for an organic Rankine cycle generator that turns hot water or waste heat into electricity: a model, a package, the heat source and its temperatures and flows, cooling, sound, grid and service options, with a stated output and total. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model built on the public Power+ Generator datasheet and returns a verdict, every reason and the total it computed.
This validator models Power+ Generator quotes, not just the scenarios shown below.
Any Power+ Generator quote that touches these rules is in scope — not only the scenarios pictured here. Not covered: other Ormat products, installation, freight and taxes. The technical operating ranges come from the public datasheet; all prices and commercial rules are modeled and illustrative (see the note at the foot of the page).
6 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 |
|---|---|---|
| Operating ranges that differ by model | Only with care Each model has its own hot-water limit, flow ranges and heat input range, so every range needs a rule keyed to the model. | The model and the site conditions are in one request and are checked together on every call. |
| Options that depend on other choices | Only with care The radiator needs the system package and a cold-water temperature above ambient plus an approach, and exhaust heat needs a heat exchanger, so each dependency needs its own rule. | Every option is a field of one request, so each dependency is checked on every call. |
| A stated output and total that must match the computed values | Only with workarounds The output is units times the model rating and the total is built from the model, options, service years and the discount, so separate rules recompute both and compare them with the stated figures. | The stated output and total are fields of the request and are compared with the computed values on every call. |
| 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 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 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 hot-water inlet on the quote is 150 F; Power+ Generators accept inlet water from 158 F. |
| 2 | The hot-water inlet on the quote is 280 F, above the 270 F limit of the selected Power+ Generator model. |
| 3 | Higher-temperature heat sources such as thermal oil and exhaust gas need an additional heat exchanger, and the quote has none. |
| 4 | The hot-water flow on the quote is 80 gpm; the selected model accepts 95 to 365 gpm. |
| 5 | The hot-water flow on the quote is 300 gpm; the selected model accepts 45 to 240 gpm. |
| 6 | The cold-water inlet on the quote is 160 F; Power+ Generators accept 39 to 149 F. |
| 7 | The cold-water flow on the quote is 100 gpm; the selected model accepts 140 to 410 gpm. |
| 8 | Hot and cold inlet temperatures differ by 70 F; the minimum temperature differential is 80 F. |
| 9 | The available heat input is 1,800 kWth; the units on the quote accept 400 to 1,700 kWth in total. |
| 10 | The available heat input is 300 kWth; the units on the quote accept 400 to 1,700 kWth in total. |
| 11 | The liquid loop radiator and cold water pump come only with the system package; a standalone unit needs site cold water. |
| 12 | A liquid loop radiator cannot cool water below ambient plus its approach; at 20 F ambient the cold-water inlet must be at least 75 F. |
| 13 | In combined heat and power mode the cold-water side runs warm (about 140 F in the datasheet example); 100 F is too cold to deliver the hot water output. |
| 14 | The standard unit produces 78 dBA at 1 m; the site limit is 75 dBA. The sound-attenuated option is needed. |
| 15 | Even the sound-attenuated option is rated below 70 dBA at 1 m; the site limit is 65 dBA. |
| 16 | The nominal rating covers 300 to 500 V three-phase at 50 or 60 Hz; 208 V is outside it. |
| 17 | The site needs 150 kWe, but the units on the quote deliver at most 125 kWe. |
| 18 | The site needs 5 kWe, below the 12 kWe the units on the quote produce at their lowest output. |
| 19 | The quote states 150 kWe rated output, but the units on it are rated 125 kWe. |
| 20 | The quote states a total of USD 470000, but its line items add up to USD 474,000. |
| 21 | The discount is more than 20 percent of the equipment price, which is above what a quote may carry. |
| 22 | The discount is more than 10 percent of the equipment price and needs sales management approval. |
| 23 | The service plan runs 7 years; plans are limited to 5 years. |
| 24 | A quotation is valid for 30 days; the quote asks for 45 days. |
| 25 | The rated ambient operating range is 0 to 100 F and extreme environments may need additional equipment; 110 F ambient needs an engineering review. |
| 26 | The 6,500B+ 150 kWe gross rating is stated at 480 V / 60 Hz; at another supply an engineer should confirm the output. |
| 27 | The site runs 5,000 hours a year, under the roughly 80 percent uptime (about 7,000 hours) the datasheet cites for suitable applications; a person should confirm the economics. |
| 28 | 12 units on one quote need project engineering review. |
| 29 | The hot-water inlet on the quote is 290 F, above the 270 F limit of the selected Power+ Generator model. |
| 30 | The hot-water flow on the quote is 50 gpm; the selected model accepts 95 to 365 gpm. |
| 31 | The standard unit produces 78 dBA at 1 m; the site limit is 70 dBA. The sound-attenuated option is needed. |
| 32 | A quotation is valid for 30 days; the quote asks for 60 days. |
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 1 Power+ Generator 6500B unit as a standalone unit, running on thermal oil or exhaust heat at 250 F and 200 gpm, cooled by the liquid loop radiator at 85 F and 250 gpm with 20 F ambient, standard sound, 208 V / 60 Hz supply, a heat input of 1,200 kWth and a site need of 100 kWe at an 85 dBA limit, with the Standard plan for 3 years, valid for 45 days, for a rated output of 125 kWe and a total of $399,000. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote 1 Power+ Generator 6500B+ unit as a standalone unit, running on thermal oil or exhaust heat at 300 F and 200 gpm, with an additional heat exchanger, cooled by site cold water at 77 F and 250 gpm with 20 F ambient, standard sound, 480 V / 60 Hz supply, a heat input of 2,000 kWth and a site need of 140 kWe at an 85 dBA limit, with the Standard plan for 3 years, valid for 30 days, for a rated output of 150 kWe and a total of $499,000. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote 1 Power+ Generator 6500B unit as a system package, running on hot water at 150 F and 200 gpm, cooled by the liquid loop radiator at 85 F and 250 gpm with 20 F ambient, standard sound, 480 V / 60 Hz supply, a heat input of 1,200 kWth and a site need of 150 kWe at a 70 dBA limit, with the Standard plan for 3 years, valid for 30 days, for a rated output of 125 kWe and a total of $474,000. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote 1 Power+ Generator 6500B unit as a system package, running on hot water at 250 F and 200 gpm, cooled by the liquid loop radiator at 85 F and 250 gpm with 20 F ambient, sound-attenuated sound, 480 V / 60 Hz supply, a heat input of 1,200 kWth and a site need of 100 kWe at a 70 dBA limit, with the Standard plan for 3 years, valid for 30 days, for a rated output of 125 kWe and a total of $486,000. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote 1 Power+ Generator 6500B unit as a system package, running on hot water at 250 F and 200 gpm, cooled by the liquid loop radiator at 85 F and 100 gpm with 20 F ambient, standard sound, 480 V / 60 Hz supply, a heat input of 1,200 kWth and a site need of 100 kWe at an 85 dBA limit, with the Standard plan for 7 years and a discount of $120,000, valid for 30 days, for a rated output of 125 kWe and a total of $386,000. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote 1 Power+ Generator 6500B unit as a system package, running on hot water at 250 F and 200 gpm, cooled by the liquid loop radiator at 85 F and 250 gpm with 20 F ambient, standard sound, 480 V / 60 Hz supply, a heat input of 1,200 kWth and a site need of 100 kWe at an 85 dBA limit, with the Standard plan for 5 years and a discount of $40,000, valid for 30 days, for a rated output of 125 kWe and a total of $450,000. It is ready to send.
Verdict: Allowed.
The text of the narrated walkthrough, step by step.