Acquisition decision workspace
Interactive interface preview using fictional HPLC data. It demonstrates how the public website transitions into the product experience.
Describe the outcome, model or quote set.
Material question: must the software/CDS licence be transferable and included, or will the buyer provide a validated CDS separately?
Agilent 1260 Infinity II HPLC
2021 system · DAD · quaternary pump · autosampler · Germany · seller ask €21,900
Evidence confidence is not “how much the AI likes the asset.” It is a calculation across acquisition-critical facts, their criticality and the quality/relevance of supporting evidence.
Low–moderate overall, with one commercial dependency.
Model, serial and dates agree across direct evidence.
Required configuration supported; site acceptance still required.
Software entitlement remains seller-claimed.
Business identity and trading history supported.
| Decision factor | Candidate A | Candidate B | Candidate C |
|---|---|---|---|
| Hard gates | PASS | PASS | REJECT — detector mismatch |
| Fit | 96% | 89% | — |
| Evidence confidence | 91% | 78% | 84% |
| Risk | Low–moderate | Moderate | High |
| Seller ask | €21,900 | €20,700 | €18,900 |
| Freight / insurance | €540 | €1,150 | €780 |
| Inspection / qualification allowance | €650 | €900 | €1,200 |
| Missing items / remediation | €350 | €1,450 | €2,600 |
| Comparable acquisition cost | €23,440 | €24,200 | €23,480 |
Best combined acquisition case. Software entitlement remains the only material open point.
Hard gates + weighted criteria
Mandatory requirements cannot be compensated away by other strengths.
Critical facts × evidence quality
Direct proof, indirect support, claims, unknowns and conflicts remain distinct states.
Dimensional state
Identity, technical, regulatory, supplier, commercial and logistics risk stay separately visible.
Comparable Acquisition Cost
Seller ask + freight + inspection + calibration + missing items + remediation + known allowances.
Every displayed result should be recoverable to the underlying requirement, rule version, evidence object and calculation component. Aurenoeva can use AI for extraction, classification and assistance without turning judgment into an unexplained black-box score.