Predictika · Illumina style sequencing system quotes: instrument, flow cells, software, service plan, volume, term and discount
A sales quoting assistant puts together a sequencing system quote for a genomics lab: the instrument, the flow cells, the software, the service plan, the yearly flow cell volume, the contract term and the discount, with a net total. Before the quote goes out, the assistant sends it to Predictika's validator, which checks the whole quote against the product and pricing rules together and reports every problem it finds in one pass.
This validator checks any quote made of these instruments, flow cells, software packages and service plans, not just the scenarios shown below.
Any quote that touches these rules is in scope, not only the scenarios pictured here. Not checked: other product lines such as arrays, library preparation and clinical assays, real export-control classification, real list prices, or 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: sales quoting assistant (scripted)
Before sending, the agent must call Recorded run
What this means
Our assessment of what a typical rules-based quoting tool (one rule per field, each limit checked on its own) 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 | A rules-based quoting tool | Predictika |
|---|---|---|
| Flow cell class, software class and service plan limited by the instrument | Only with care Dependency rules across several fields; they work, but each new instrument or option needs its own rows. | The limits are catalog data on each instrument; the checks follow from the choices. |
| Annual flow cells against the capacity of one or several instruments | Only with workarounds Capacity has to be multiplied by the number of instruments before any comparison, and it is easy to compare against the wrong figure. | Capacity is computed from the instrument and the quantity on every call. |
| Hardware discount authority with an approval path and a hard limit | Only with care Layered thresholds that stay reliable only while every band is kept in step. | The thresholds are data and the findings arrive together. |
| 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 net 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 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 flow cell class must be supported by the instrument. |
| 2 | The flow cells a year may not exceed the yearly capacity of the quoted instruments. |
| 3 | The production scale sequencer cannot be quoted for a restricted destination. |
| 4 | Enterprise informatics needs a mid or production scale instrument. |
| 5 | The Premier service plan is not offered for the benchtop sequencer. |
| 6 | The contract term must be 1 to 5 years and a quote covers 1 to 10 instruments. |
| 7 | A hardware discount above 8 percent needs approval and above 15 percent is blocked. |
| 8 | A flow cell commitment under a quarter of the instrument capacity needs a reagent commitment review. |
| 9 | A contract value above USD 8,000,000 needs an executive review. |
| 10 | The net total the agent states must match the contract value the validator computes within USD 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. Please check this quote for Westfield Genomics Core: one benchtop sequencer, with high output flow cells, 400 flow cells a year, enterprise informatics, the Premier service plan and a 3 year contract, and a net total of USD 7,255,600. It is ready to send to the lab.
Verdict: Blocked.
The agent's request. Please check this quote for Westfield Genomics Core: one benchtop sequencer, with low output flow cells, 100 flow cells a year, enterprise informatics, the Basic service plan and a 3 year contract, and a net total of USD 428,800. The flow cells, volume and service plan have been changed. It is ready to send to the lab.
Verdict: Blocked.
The agent's request. Please check this quote for Westfield Genomics Core: one benchtop sequencer, with low output flow cells, 100 flow cells a year, cloud analysis subscription, the Basic service plan and a 3 year contract, and a net total of USD 383,800. The software has been changed. It is ready to send to the lab.
Verdict: Allowed.
The agent's request. Please check this quote for Lakeview University Core Facility: one mid throughput sequencer, with mid output flow cells, 700 flow cells a year, cloud analysis subscription, the Basic service plan and a 3 year contract, and a net total of USD 4,893,400. It is ready to send to the lab.
Verdict: Blocked.
The agent's request. Please check this quote for Lakeview University Core Facility: 2 mid throughput sequencers, with mid output flow cells, 700 flow cells a year, cloud analysis subscription, the Basic service plan and a 3 year contract, and a net total of USD 5,250,800. A second instrument has been added. It is ready to send to the lab.
Verdict: Allowed.
The agent's request. Please check this quote for Mercy Regional Hospital Genomics Lab: one mid throughput sequencer, with mid output flow cells, 300 flow cells a year, cloud analysis subscription, the Basic service plan and a 3 year contract, and a net total of USD 2,168,460. It is ready to send to the lab.
Verdict: Blocked.
The agent's request. Please check this quote for Mercy Regional Hospital Genomics Lab: one mid throughput sequencer, with mid output flow cells, 300 flow cells a year, cloud analysis subscription, the Basic service plan and a 3 year contract, and a net total of USD 2,409,400. The net total has been corrected. It is ready to send to the lab.
Verdict: Allowed.
The text of the narrated walkthrough, step by step.