Use Cases

Let enterprise knowledge from video, field work, and processes drive business workflows directly

Upload an inspection video, device photo, tender document, or approval request, and KnowV can connect policies, manuals, spreadsheets, historical cases, and business systems to provide traceable judgment, materials, and next actions.

These problems need knowledge inside the workflow
01Too much video, hard to find key clips
02On-site faults need photos and manuals for diagnosis
03Project delays with scattered meeting notes, sheets, and customer feedback
04Approvals and tickets require policy checks, materials, and system entry
05Bids require requirement breakdown, cases, qualifications, and risk control
06Support has many channels and must answer in the company voice

Featured application scenarios

Extract business insight from massive materials so every judgment is evidence-backed

Enterprise knowledge does not live only in documents. It also lives in videos, images, spreadsheets, historical tickets, and business systems. KnowV helps teams turn these materials into traceable judgments, usable materials, and business results that can keep flowing.

Too much monitoring video to review? Locate key frames in seconds and generate a review automatically

Monitoring, meeting, and training videos can be queried, located, summarized, and reviewed directly.

Video Q&AClip locationTimeline summaryReview materials
ProblemLarge video archives still rely on manual replay; key clips are hard to find, and review evidence is easily scattered.
ApproachLocate key frames and timestamps by question, generate timeline summaries, and retain sources.
OutcomeClips, conclusions, and evidence chains are delivered together and can go directly into response or review workflows.

Unexpected field incident? Take a photo or video to get response suggestions

Photos, short videos, parameters, SOPs, BOMs, and maintenance records all contribute to the diagnosis.

Image recognitionShort-video analysisSOP linkageTicket loop
ProblemField repair requests require finding experts, checking manuals, and searching tickets, making response time inconsistent.
ApproachIdentify anomalies in photos or videos and link manuals, spare parts, SOPs, and historical tickets.
OutcomeOutput troubleshooting steps, risk reminders, and ticket drafts while automatically capturing experience.

Project reviews rely on memory? Reconstruct the real picture from multiple sources in one step

Review meeting notes, task sheets, customer feedback, delivery data, and video assets together.

Multi-source analysisTrusted TraceabilityRisk judgmentManagement summary
ProblemProject reviews rely on meetings, spreadsheets, and chat records, making conclusions hard to verify.
ApproachAutomatically link notes, tasks, customer feedback, and field videos across the full project lifecycle.
OutcomeCreate a traceable review so similar experience can be reused in future projects.

Approvals keep getting returned? Prepare policies, materials, and forms first

Procurement, reimbursement, contracts, and IT services can move from Q&A to automatic material preparation.

Policy judgmentMaterial generationWorkflow entryResult capture
ProblemApprovals are often returned because policies are unclear, materials are incomplete, or forms are filled incorrectly.
ApproachUnderstand the service intent, query policies, and prefill or generate records and materials.
OutcomePrepare materials in one pass so the workflow can start immediately and returns are reduced.

Bid writing takes too long? Generate drafts from historical winning bids and field materials

Tender documents, historical bids, customer cases, and field materials are used together to generate proposals.

Tender parsingScoring item extractionRisk checksProposal generation
ProblemBid creation requires breaking down requirements, finding cases, and checking qualifications. It is time-consuming and easy to miss details.
ApproachParse tender documents and match historical winning bids, product materials, and field assets.
OutcomeGenerate a response matrix, proposal draft, missing-item list, and deviation strategy.

Customers ask through many channels? Keep responses consistent and carry context automatically

Product knowledge, after-sales policies, and historical tickets can be published to the channels customers already use.

Website widgetFeishuWeComWhatsApp
ProblemMulti-channel inquiries force support teams to look up information repeatedly, making consistent answers hard.
ApproachPublish to website widgets, WeChat official accounts, WeCom, DingTalk, and WhatsApp.
OutcomeDeliver consistent answers, preserve handoff context, and capture support knowledge at the same time.

Business loop example

From problem detection to reusable experience

Every response can move through recognition, judgment, generation, routing, and capture, then be reused when a similar issue appears.

Video inspection

Which road sections had abnormal parking last night?

Video event review

  1. 1ConnectMultiple monitoring streams or video files
  2. 2LocateAbnormal clips, timestamps, and locations
  3. 3GenerateEvent summaries, video timelines, and response basis
  4. 4CaptureReview results enter the knowledge base

Final outcome

Abnormal clips are located within minutes, with the event process, response basis, and evidence chain fully traceable.

Field maintenance

The device alarmed. Here are photos and video.

Photo/video-assisted maintenance response

  1. 1UploadAlarm photos, short videos, and device information
  2. 2MatchSOPs, BOMs, maintenance manuals, and historical tickets
  3. 3OutputTroubleshooting steps, safety reminders, and required spare parts
  4. 4CaptureMaintenance ticket and resolution result

Final outcome

Frontline staff can apply expert experience to troubleshooting, reducing downtime while keeping the maintenance process and results traceable.

Procurement request

Help me request procurement of a server.

Automated procurement request preparation

  1. 1UnderstandThe user-submitted procurement task
  2. 2ValidatePolicies, budget rules, and supplier materials
  3. 3GenerateProcurement description, price comparison table, and approval form content
  4. 4RouteEnter OA approval and capture the result

Final outcome

Compliance requirements are checked up front, request materials are prepared in one pass, and approval returns and non-compliant procurement risks are reduced.

Continuous knowledge capture

Every response structures field experience and captures it as a reusable enterprise asset

Video reviews, field maintenance, approval materials, bid responses, and support handoff results are not one-off records. They return to the enterprise knowledge system and can be called directly the next time a similar issue appears.

Make tacit experience explicit

Veteran maintenance instincts and safety inspector judgment become standard practices that everyone can call on.

BeforeAfter experienced technicians retire, new staff have to rediscover fault diagnosis from scratch.
NowTroubleshooting processes are captured as video SOPs and response suggestions.
ReuseWhen similar photos or videos appear again, historical response plans can be reused directly.

Wake up dormant data

Videos, documents, and tickets on storage drives are no longer just archives.

BeforeVideos, documents, and tickets were only archived materials.
NowThey can now answer questions, generate materials, and enter workflows.
ReuseEvery use adds new resolution results, making the system more aligned with the business over time.

Industry applications

Industries with abundant video data, fast-changing sites, and strict process requirements
are especially suited to deeper use

In manufacturing, engineering, finance, education, and similar fields, knowledge is often scattered across documents, drawings, videos, images, spreadsheets, and business records. These problems usually require judgment across multiple sources before moving into tickets, approvals, remediation, or training workflows.

Manufacturing and energy

When quality-inspection video captures incorrect production-line operation, the system links SOPs, maintenance records, and device information to create alerts and response suggestions.

For example

Identify violations such as missing gloves or crossing safety lines on the production line, trigger reminders, and generate correction reports.

Construction and engineering

Compare site monitoring footage with before-and-after photos to identify violations, schedule deviations, and remediation risks.

For example

Compare construction videos and before/after site photos to identify scaffold deviations and areas missing safety warnings.

Finance and large enterprises

Locate key statements in dual-recording videos and cross-check them against product terms, compliance rules, and customer communication records.

For example

Sample dual-recording videos, locate clips with incomplete risk disclosures, and generate a compliance review checklist.

Education and training

Match classroom recordings with lesson plans to help find missed teaching points and generate review notes and training retrospectives.

For example

Compare classroom recordings with lesson plans, locate uncovered knowledge points, and generate review notes and teaching retrospectives.

Scenario entries

Use it from existing entries without forcing people into a new system

For online use, there is no need to prepare separate compute or complex deployment. KnowV cloud agent runtime can host knowledge assistants, intelligent support, video Q&A, and workflow automation tasks. In private delivery, it can also connect to internal business systems.

Authorized enterprise advisors help configure entry points and internal knowledge connections.

KnowV web entry

Designed for internal employees, business teams, and administrators to upload materials, configure scenarios, and test video Q&A and workflow execution.

Customer website widget

Designed for product inquiries, after-sales service, and customer support. Embedded in a customer site, it provides a consistent, controlled intelligent support entry with human handoff.

Collaboration and customer channels

Ask questions or serve customers directly in Feishu, WeCom, WeChat official accounts, DingTalk, WhatsApp, and other channels without switching systems.

Business systems and field terminals

Call KnowV from OA, CRM, ERP, ticketing systems, mobile devices, tablets, and field terminals so knowledge enters approvals, tickets, and on-site response workflows.

Make enterprise knowledge drive real business workflows

From quick cloud trials to enterprise-grade private deployment, KnowV helps organizations build knowledge systems that keep accumulating, reasoning, and acting.

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