Predictika · Hemostasis system quotes
An AI sales agent prepares a coagulation system quote: the analyzer model and count, the contract term, the service plan, the monthly HemosIL reagent volumes, reagent rental or purchase, the discount and the total the quote states. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the quoting rules and returns a verdict, every reason and the total it computed.
This validator models ACL TOP Family 70 Series system quotes, not just the scenarios shown below.
Any ACL TOP system quote that touches these rules is in scope — not only the scenarios pictured here. Not covered: other Werfen product lines, the ACL TOP 50 Series, and taxes and shipping. The model names, the 360 tests per hour and 60 reagent containers of the ACL TOP 770 and the list of assays that are not saleable in the U.S. follow Werfen's public product pages and the ACL TOP 50 Series documents; the other capacities, all prices, the service plans, the rental terms and the discount and fleet thresholds are modeled from comparable products and are not published by Werfen, so those figures are illustrative.
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 |
|---|---|---|
| Capacity that depends on the model and the count | Only with care Hourly load, onboard samples and reagent positions each scale with the analyzer model, and the load limit is lifted for the LAS model, so every rule must branch on the model. | The model, the count and every load figure are fields of one request and are checked together on every call. |
| A feature that only one model offers | Only with care The automation track connects only to the ACL TOP 770 LAS, and closed-tube sampling is excluded there, so a rule must read the model and the sampling choice together. | Both fields are compared on every call, whatever order they were chosen in. |
| Rental that needs a term and a reagent spend | Only with workarounds A reagent rental needs a minimum term and an annual spend of at least a fifth of the analyzer value placed, which must be recomputed from the monthly volumes of five assay groups. | The spend is computed in the model and compared with the analyzer value on every call. |
| A stated total that must match the prices | Only with workarounds The total chains analyzers, service plan, reagents, HemoHub and the discount over the term, so a separate rule must recompute it and compare it with the stated figure. | The stated total is a field of the request and is compared with the computed total on every call. |
| Sign-offs for discounts, fleets and the LAS model | Only with workarounds The discount band, a fleet of five or more and the LAS model each call for a person, and the triggers must be checked on top of the blocking rules. | The sign-offs are separate findings returned together with the blocking ones. |
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 peak load of 111 PT/APTT tests an hour is above the 110 tests an hour the selected analyzers can run. |
| 2 | The peak load of 361 PT/APTT tests an hour is above the 360 tests an hour the selected analyzers can run. |
| 3 | The peak load of 331 PT/APTT tests an hour is above the 330 tests an hour the selected analyzers can run. |
| 4 | The peak load of 401 PT/APTT tests an hour is above the 400 tests an hour the selected analyzers can run. |
| 5 | 81 samples loaded at once is above the 80 samples the selected analyzers hold onboard. |
| 6 | 41 assays loaded on each analyzer is above its 40 reagent positions. |
| 7 | 27 assays loaded on each analyzer is above its 26 reagent positions. |
| 8 | Throughput of the LAS model depends on the automation track configuration; a person should confirm it. |
| 9 | Closed-tube sampling is requested with the LAS model, which samples from the automation track or front-loaded tubes. |
| 10 | Laboratory automation track connection is required, and only the ACL TOP 770 LAS connects to a track. |
| 11 | The quote includes an assay that is not FDA cleared and not saleable in the U.S. |
| 12 | A reagent-rental placement needs a term of at least 3 years; the quote has 2. |
| 13 | The annual reagent spend of 24,600 dollars is below one fifth of the 220,000 dollar analyzer value placed. |
| 14 | A discount of 11 percent is above 10 percent and needs sales management sign-off. |
| 15 | A discount of 25 percent is above 10 percent and needs sales management sign-off. |
| 16 | A discount of 26 percent is outside the 0 to 25 percent range. |
| 17 | A fleet of 5 analyzers needs a person to confirm delivery and site plan. |
| 18 | 9 analyzers is outside the 1 to 8 analyzers a single quote covers. |
| 19 | A fleet of 9 analyzers needs a person to confirm delivery and site plan. |
| 20 | A term of 8 years is outside the 1 to 7 year range. |
| 21 | The quote states a total of 254,124,900 cents; the modeled prices give 254,125,000 cents. |
| 22 | The quote states a total of 254,125,001 cents; the modeled prices give 254,125,000 cents. |
| 23 | The peak load of 500 PT/APTT tests an hour is above the 180 tests an hour the selected analyzers can run. |
| 24 | 200 samples loaded at once is above the 80 samples the selected analyzers hold onboard. |
| 25 | 50 assays loaded on each analyzer is above its 40 reagent positions. |
| 26 | A discount of 30 percent is outside the 0 to 25 percent range. |
| 27 | The quote states a total of 1 cents; the modeled prices give 175,525,000 cents. |
| 28 | A discount of 15 percent is above 10 percent and needs sales management sign-off. |
| 29 | A fleet of 6 analyzers needs a person to confirm delivery and site plan. |
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 2 ACL TOP 370 analyzers for a U.S. lab on a 2-year term, with the Full service plan, 25 thousand PT, 25 thousand APTT, 5 thousand anti-Xa, 5 thousand D-Dimer and 3 thousand specialty tests a month, on a reagent rental and a 15 percent discount. The peak load is 300 PT and APTT tests an hour with 100 samples loaded at once and 30 assays loaded on each analyzer. One of the specialty assays is not saleable in the U.S. The quote total is $2,054,500. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote 2 ACL TOP 770 analyzers for a U.S. lab on a 3-year term, with the Full service plan, 25 thousand PT, 25 thousand APTT, 5 thousand anti-Xa, 5 thousand D-Dimer and 3 thousand specialty tests a month, on a reagent rental and a 8 percent discount. The peak load is 300 PT and APTT tests an hour with 100 samples loaded at once and 30 assays loaded on each analyzer. The quote total is $3,389,280. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote 2 ACL TOP 770 analyzers for a U.S. lab on a 8-year term, with the Full service plan, 10 thousand PT, 10 thousand APTT, 2 thousand anti-Xa, 2 thousand D-Dimer and 1 thousand specialty tests a month, as a purchase and a 5 percent discount. The peak load is 400 PT and APTT tests an hour with 150 samples loaded at once and 50 assays loaded on each analyzer. The lab needs a connection to its laboratory automation track. The quote total is $4,082,400. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote 2 ACL TOP 770 LAS analyzers for a U.S. lab on a 7-year term, with the Full service plan, 10 thousand PT, 10 thousand APTT, 2 thousand anti-Xa, 2 thousand D-Dimer and 1 thousand specialty tests a month, as a purchase and a 5 percent discount. The peak load is 400 PT and APTT tests an hour with 150 samples loaded at once and 50 assays loaded on each analyzer. The lab needs a connection to its laboratory automation track. Samples are front-loaded, not closed-tube. The quote total is $3,732,550. It is ready to send.
Verdict: Needs approval.
The agent's request. Please quote 1 ACL TOP 570 analyzer for a U.S. lab on a 5-year term, with no service plan and HemoHub, 10 thousand PT, 10 thousand APTT, 2 thousand anti-Xa, 2 thousand D-Dimer and 1 thousand specialty tests a month, as a purchase and a 26 percent discount. The peak load is 220 PT and APTT tests an hour with 70 samples loaded at once and 45 assays loaded on each analyzer. The quote total is $1,825,320. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote 1 ACL TOP 770 analyzer for a U.S. lab on a 5-year term, with no service plan and HemoHub, 10 thousand PT, 10 thousand APTT, 2 thousand anti-Xa, 2 thousand D-Dimer and 1 thousand specialty tests a month, as a purchase and a 10 percent discount. The peak load is 220 PT and APTT tests an hour with 70 samples loaded at once and 45 assays loaded on each analyzer. The quote total is $2,257,200. It is ready to send.
Verdict: Allowed.
The text of the narrated walkthrough, step by step.