First, give conclusions that can be used for decision-making
At least five layers of enterprise intelligence search: data layer check for completeness, version and update; search layer check key words, vectors, chart relationships and reordering for correct evidence; answer layer check references, conflicts, no answers and factual support; check layers for different organizational roles only to see authorized content; run layer check synchronised failure, indexing version, delay, hair, cost and problem tracking. GraphRG also looks at entities to eliminate differences, direction and multiple jump paths, avoiding seemingly reasonable but per se errors in the answers.
What conditions need to be identified before judgement is made?
The same question may have different answers under different business, data and project phases. It is suggested that the following conditions be checked and that the common findings on the web be incorporated into their own projects.
Suggested order of advance
First, we'll be clear about the target and the border.
Create test sets from search logs, expert interviews and failed cases.
Validation Key Dependence
The hierarchy is based on facts, relationships, global, no answers and no authority.
Development of assessable outcomes
Freezing of data, indexing, modelling and configuration and conducting comparative tests.
Make sure you decide the next step with the real results.
Tests are repeated using real clicks, search times and manual feedback.
How do you understand it in the actual business?
The acquisition and inspection should be done separately to measure simple facts and complex relationship issues, without allowing a large number of easy-to-issue averages to mask key relationship errors. The examples do not represent the performance of a particular client, and the actual conclusions need to be verified in conjunction with the enterprise’s own business volume, sample, system, and responsibility boundaries.
The easiest pit to step on.
Only the development team selects the issues on an ad hoc basis.
The flow of answers instead of evidence and relationship correctness
No cross-sectional competence and outdated information tested
How should we end up receiving and confirming?
The final report should include source, classification, baseline, item-by-case results, failure samples, physical relationship random checks, competency tests, updating and performance tests, and known limitations.
When preparing to communicate with suppliers or internal teams, it is recommended that current processes, representative samples, existing systems, planning time and budget levels be brought. First, the unknown items are clearly marked, and then the decision is made to use diagnostics, PoC, fixed-range projects or ongoing research and development, which is usually more reliable than a direct demand for a price and duration without borders.