Cross-System Technical & Policy Search

Background

Technical content, policies and project documents are often distributed across collaboration, file and specialist business systems. Users switch entry points and guess exact keywords while trying to find the right authorized version.

Data Scale & Implementation Scope

The case does not disclose customer data volumes or confidential system details.

• A defined user group, data scope and access boundary
• A focused set of search, knowledge or analysis workflows
• Acceptance tests for source traceability, permissions and task completion

Business Challenges

• Content sources use separate entry points and retrieval rules.
• Keyword search cannot reliably handle natural-language intent, synonyms and business abbreviations.
• Results must preserve the original system access boundary.
• Users need original content, source and freshness—not only generated answers.

Implementation Solution

Datazaar builds a unified index for agreed systems and documents, combines keyword, semantic and vector retrieval, and applies organization, role and content access filters before returning results with source and version context.

Delivery Path

1. 01

   Define target users, frequent queries and initial content systems.

2. 02

   Ingest content with source, version, tags and access metadata.

3. 03

   Configure keyword, semantic and vector retrieval with reranking.

4. 04

   Add source display, original-location links and no-result analysis.

5. 05

   Validate coverage, access and source integrity with a fixed query set.

Outcomes

Measurement Definitions

• Retrieval coverage is measured against an agreed question and source set.
• Permission accuracy is verified with defined roles and restricted content.
• Task completion is reviewed with named users and documented feedback.

Limitations

• Outcomes depend on source quality, access completeness and operating processes.
• No confidential customer data or unverified quantitative improvements are disclosed.