Knowledge Management
Find policies, manuals, and historical records via Q&A.
Consolidate policies, manuals, and project documentation scattered across shared drives, group files, and individual computers into a searchable knowledge base. Supports natural language queries with clear source attribution. Ideal for organizations where onboarding is slow, customer support relies heavily on senior staff, or version control fails after policy updates.
Typical Business Status
- Files are scattered across multiple locations; you need to ask people before searching the directory.
- Recurring questions with inconsistent answers
- When senior employees leave, their expertise is lost.
True resistance
Inconsistent data quality
Mixing outdated documents with duplicates can cause contradictory answers if ingested directly. Perform a cleanup and version verification first.
Unclear permission boundaries
In a shared knowledge base, financial and HR data should not be accessible to all departments; existing enterprise permission controls must be maintained.
Missing evaluation mechanism
Without a stable problem set, it's impossible to determine whether the adjustments led to improvements or regressions.
Resolution Path
STEP01
Select a department to start with
Start with the department receiving the highest volume of inquiries, address high-frequency questions first, validate usability, then expand.
STEP02
Structure and organize the corpus
Categorize by policy, manual, and FAQ; mark version and effective date; remove duplicates and expired content.
STEP03
Connect Retrieval and Permissions
Configure retrieval policies and permission mapping. Responses must cite original sources, and unauthorized access requests will be rejected immediately.
STEP04
Review and Maintenance Mechanism
Establish a Q&A set and update workflow: sync refresh upon document changes, and review answer quality monthly.
Deliverables
- Knowledge Base Structure Design
- Document Cleanup and Chunking Strategy
- Q&A Entry (Web / WeCom / Intranet)
- Benchmark and Maintenance Manual
Acceptance Criteria
- Frequently asked questions can provide answers with citations.
- Unauthorized content will not appear.
- Answers refresh automatically after document updates
When is it not recommended?
If target scenario data is scarce or the question lacks a stable answer (e.g., business decisions requiring real-time judgment), it's better to first gather foundational data or switch to a rule-based workflow.
Next
First, confirm whether your scenario is suitable.
We can't commit to every request upfront. Bringing your current context helps us make more accurate assessments.
Contact Shunwo Network
Let's discuss the scenario first, then the solution.
Call us or scan the QR code to add our WeChat. We'll first understand your business workflow and current bottlenecks, then determine whether this is worth pursuing and where to start for maximum stability.
Scan the QR code to add Li Shoucong and connect directly with an FDE engineer.