Factories and field teams already create demonstrations, inspections, incident footage and expert recordings. Most of that video remains difficult to search, compare or reuse because the operational meaning stays trapped inside the timeline.
Operational sequences remain locked inside long recordings instead of becoming structured process knowledge.
Valuable explanations are captured once but remain difficult to search by task, equipment, failure or procedure.
A defect may be visible on video without being connected to the product, asset, incident record or corrective action around it.
Actual task execution can diverge from documented work without an efficient way to compare the evidence.
Teams manually scrub through recordings to find the few moments that matter for quality, safety, training or improvement.
Structure observed work into task steps, sequence and relevant timestamps for process analysis and review.
Identify relevant equipment, tools and visible objects and connect them to the surrounding operational context.
Extract spoken explanations and link them to the exact task, asset or event visible at that point in the video.
Surface visible anomalies or incidents for investigation and connect them to the supporting operational record.
Flag observable conditions or behaviors that warrant review by the responsible safety or operational expert.
Compare observed execution with documented guidance and identify reusable segments for SOP improvement or training.
Video-derived findings should remain traceable to the original moment, the affected operation and the review that validated their meaning.
Keep extracted steps, observations and explanations linked to the exact moment in the source footage.
Connect video findings to assets, products, work orders, procedures, incidents, teams and other enterprise records.
Combine video with documents, images, system records and expert observations to create a fuller operational view.
Keep consequential interpretations under review by the people accountable for the process, safety or technical decision.
Review the recurring setup issue across three recordings, extract the common task sequence and deviations, compare the observed work with the approved procedure, then have the responsible process expert validate which difference should become updated guidance.
Identify relevant sequences, objects, explanations, events and timestamps inside the video.
Turn relevant video moments into searchable process, defect, safety, training or expert-knowledge records.
Link findings to enterprise context and route material interpretations to the responsible expert.
Use validated video knowledge in SOPs, investigations, training, process improvement and future operational work.
Use demonstrations, inspections, incidents and field recordings as operational evidence.
Demonstrations
Inspections
Incidents
Field work
Carry long-running video analysis across sessions without losing timestamped evidence, questions or review history.
Let operators, engineers, quality teams and agents review the same footage and surrounding evidence together.
Preserve validated observations and expert explanations so future work starts from what has already been learned.
IBM has long estimated that a large majority of enterprise data is unstructured, including rich media that traditional structured systems do not capture well.
Microsoft's 2025 Work Trend Index reported that nearly half of leaders said their organizations were already using agents to fully automate workstreams or business processes.
The World Economic Forum reported a 41% decrease in product defects among transformation impact examples from its September 2025 Global Lighthouse cohort.
Facthory can extract and organize operational observations from video, but organizations remain responsible for defining permitted use, privacy controls, safety interpretation and the human authority required before findings influence consequential decisions.
Decode video alongside documents, audio, images, telemetry and structured operational data.
Connect video observations with assets, processes, people, procedures and operational outcomes.
Use validated video evidence to understand real process execution and support governed procedure improvement.
Connect video findings to ERP, MES, maintenance, quality and other enterprise records.
Run persistent video investigations and reviews across people and specialized agents.
Keep consequential interpretations and operational changes under the appropriate human authority.
