Customer Cases

Enterprise knowledge intelligence in high-security, high-complexity scenarios

From provincial public security agencies and municipal traffic police brigades to national think tanks, KnowV helps organizations turn documents, images, video, spreadsheets, and business data into governable, reasoned, executable enterprise knowledge assets.

200K+Provincial public security users covered
30M+Police knowledge points captured
30K+documents
Multiple systemsInternal workflows linked

Case overview

Move enterprise knowledge from capture to reasoning and execution

Covers private delivery, video multimodal analysis, and knowledge-driven internal collaboration.

A provincial public security department
Province-wide police knowledge governance and intelligent application support

Challenge

Multi-level organizations, multiple police lines, and many source files coexist, creating high requirements for knowledge sharing, permission isolation, and upper-layer application reuse.

Result

Plan the knowledge foundation and permission rules centrally, let each police line build authoritative knowledge by business direction, and let users at every level access it conveniently within their permissions.

A municipal traffic police brigade
Intelligent highway illegal-parking analysis system

Challenge

Manual monitoring video review is inefficient, abnormal events are found late, and historical handling experience is hard to reuse.

Result

Connect multiple highway video streams and use video understanding, event summaries, natural language search, and handling workflow linkage to support risk discovery and review.

A national think tank directly under a ministry
Complex knowledge system and internal efficiency improvement

Challenge

Research reports, institutional processes, and service entries are scattered, making it costly for employees to find materials, locate workflows, and work across systems.

Result

Build an enterprise knowledge network and business-system routing capability to support policy answers, report summaries, topic organization, and one-click service handoff.

Provincial public safety agency

Provincial Public Security Department: province-wide police knowledge governance and intelligent application support

For multi-level organizations including provincial departments, corps, detachments, brigades, and municipal bureaus, KnowV unifies policies, police operations materials, notices, training content, and personal experience into authorized, traceable, reusable police knowledge assets.

Background

Public security work depends heavily on internal policies, process standards, historical experience, and many types of operational materials. As cross-level and cross-police collaboration deepens, traditional folders, shared drives, and manual consultation can no longer support fast, accurate, traceable knowledge use. The project also faces complex permission boundaries: superior units need authorized access into subordinate knowledge, peer units need isolation, and personal, departmental, and authoritative knowledge require different publishing and approval paths.

Delivered value

This case turns scattered police documents, policies, experience, and knowledge fragments into organized knowledge assets with permissions, quality controls, sources, and audit trails. The provincial department can plan the knowledge foundation and permission rules centrally, each police line can build authoritative knowledge by business domain, and users at every level can access it within their authority. Every knowledge use is traceable, operable, and continuously optimizable.

Unified knowledge governance

Manage knowledge by organization, police line, business direction, tags, and visibility level so personal experience can be captured, line policies can be published, and organizational knowledge can be approved.

Trusted Q&A and reasoning

Retrieve factual answers quickly, cross-check complex issues across multiple sources, and show source files, relevant excerpts, and the reasoning process.

Knowledge-driven execution

Use authoritative knowledge in assisted command, data analysis, and office work to generate handling points, analytical summaries, meeting notes, and briefing materials.

Closed-loop security governance

Knowledge uploads, previews, downloads, deletion, permission changes, and Q&A retrieval are filtered by permissions first and retain complete audit records.

Smart traffic management

Municipal Traffic Police Brigade: intelligent highway illegal-parking analysis system

In highway video inspection, real-time video, historical cases, handling procedures, and responsible-person information are brought into one knowledge network, so video is not only watched but can be searched, analyzed, reviewed, and used in follow-up handling.

Implementation approach

Traditional video inspection requires people to watch feeds for long periods. Abnormal events depend on experience, and post-event review requires repeatedly locating clips. With video understanding and natural language search, KnowV turns questions such as "was there illegal parking on this road section during this time" and "how should similar events be handled" into searchable, traceable knowledge calls.

Video-to-knowledge conversion

Turn continuous video streams into searchable event clips, timeline summaries, and structured clues to reduce manual inspection pressure.

Natural Language Search

Query illegal-parking clips, abnormal events, and historical handling records in natural language to reduce cross-system lookup and manual positioning effort.

Handling workflow linkage

Link recognition results with handling standards, responsible people, and historical cases to give frontline staff a more complete handling reference.

Operational review capture

Every abnormal finding, manual confirmation, and follow-up action can become new knowledge, continuously improving recognition and review efficiency.

National think tank

National ministry-affiliated think tank · Complex knowledge system and internal efficiency

This case serves high-value knowledge assets and daily internal operations in a research institution, organizing reports, policies, meeting materials, spreadsheet data, and business-system entries so employees move from "finding materials and processes" to "getting answers and completing work."

Implementation approach

Think tanks accumulate a large volume of research output, policy materials, and internal rules over time. The knowledge is valuable but scattered across document libraries, shared drives, OA, HR, reimbursement systems, and staff experience. New employees learning processes, researchers reusing work, and administrators answering questions all face repeated effort. KnowV uses an enterprise knowledge network to connect reports, rules, data tables, meeting notes, and system entries, providing trusted sources when answering and guiding users into the right business workflow based on intent.

Research knowledge assetization

Turn reports, policy materials, historical projects, and meeting notes into shared, citable, traceable organizational knowledge assets.

Complex issue reasoning

For research topics, policy queries, and material drafting, synthesize multiple sources to generate grounded summaries, outlines, and analytical conclusions.

Internal workflow execution

Identify the handling intent behind employee questions and link OA, HR, reimbursement, and other system entries to reduce cross-system switching and repeated questions.

Permissions and audit

Control visible content by department, role, and knowledge scope so internal research output and management rules circulate within secure boundaries.

Shared value

One enterprise knowledge intelligence capability across different scenarios

KnowV supports everything from rapid cloud validation to enterprise-grade private deployment. Online service fits fast onboarding and low-barrier use, while enterprise-dedicated plans fit high-security scenarios such as government, public security, state-owned enterprises, finance, and large manufacturing.

01

Continuous enterprise knowledge asset capture

Bring documents, images, video, audio, spreadsheets, and business data into one knowledge system to create reusable organizational assets.

02

Deep knowledge reasoning for decision support

For complex issues, cross-validate multiple sources and produce analytical conclusions that can be traced and reviewed.

03

Knowledge drives real business execution

Embed knowledge into Q&A, analysis, generation, review, and process handling so it directly participates in business actions.

04

Controllable enterprise-grade security governance

Support permission control, approval workflows, audit trails, private deployment, and localization adaptation to meet long-term construction requirements.

Public Security Industry Whitepaper

Download the Public Security Knowledge Intelligence Whitepaper

Focusing on provincial public security, smart policing, traffic video analysis, and police knowledge governance, this whitepaper outlines a path for knowledge assetization, multimodal knowledge fusion, trusted traceability, permission governance, and knowledge-driven execution.

Only the public security whitepaper is currently available. Contact an enterprise advisor for materials from other industries.

Make enterprise knowledge truly participate in business execution

From quick cloud trials to enterprise-grade private deployment, KnowV helps organizations build enterprise knowledge systems that continuously accumulate, reason, and execute.

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