Recorded Workflow Video Analytics (AI-Powered) Krzysztof Bednarczuk
I build an AI-powered video analytics service that turns recorded workflow videos into a structured timeline—transcript, step-by-step breakdown, searchable highlights, and bottleneck metrics—so teams can improve processes without manual review. You get a secure dashboard plus exports/integrations (CSV/JSON/webhooks) to plug insights into your ops stack. What makes me unique is I focus on production-grade pipelines (reliable ingestion, repeatable analysis, confidence scoring, human review loop) that stay accurate and scalable as your video volume grows.
What's included
Recorded Workflow Video Analytics (AI-Powered)
Video Ingestion: Upload portal + API to ingest recorded workflow videos (MP4, MOV), with metadata (user, task, date, version).
AI Processing Pipeline: Automatic transcription, speaker/time alignment, scene/step segmentation, and key action extraction into a structured timeline.
Workflow Insights: Metrics like step duration, repeated actions, bottleneck moments, drop-off points, and variance across runs.
Search & Retrieval: Full-text search across transcripts + timestamps, bookmarkable moments, tags, and filters by workflow/task/user.
Analytics Dashboard: Web UI showing timelines, summaries, trends, and comparisons across multiple recordings.
Exports & Integrations: Export insights as JSON/CSV/PDF; optional webhook/event output to your tools (Slack/Jira/Notion).
Quality & Controls: Confidence scores, review/edit UI for extracted steps, feedback loop to improve accuracy.
Security & Deployment: Auth + role-based access, secure storage links, audit logs, Dockerized deploy, and clear setup docs.
Example work
Krzysztof's other services
Starting at$65 /hr
Service provided by
Krzysztof Bednarczuk proWest Jordan, USA
Recorded Workflow Video Analytics (AI-Powered) Krzysztof Bednarczuk
Starting at$65 /hr
I build an AI-powered video analytics service that turns recorded workflow videos into a structured timeline—transcript, step-by-step breakdown, searchable highlights, and bottleneck metrics—so teams can improve processes without manual review. You get a secure dashboard plus exports/integrations (CSV/JSON/webhooks) to plug insights into your ops stack. What makes me unique is I focus on production-grade pipelines (reliable ingestion, repeatable analysis, confidence scoring, human review loop) that stay accurate and scalable as your video volume grows.
What's included
Recorded Workflow Video Analytics (AI-Powered)
Video Ingestion: Upload portal + API to ingest recorded workflow videos (MP4, MOV), with metadata (user, task, date, version).
AI Processing Pipeline: Automatic transcription, speaker/time alignment, scene/step segmentation, and key action extraction into a structured timeline.
Workflow Insights: Metrics like step duration, repeated actions, bottleneck moments, drop-off points, and variance across runs.
Search & Retrieval: Full-text search across transcripts + timestamps, bookmarkable moments, tags, and filters by workflow/task/user.
Analytics Dashboard: Web UI showing timelines, summaries, trends, and comparisons across multiple recordings.
Exports & Integrations: Export insights as JSON/CSV/PDF; optional webhook/event output to your tools (Slack/Jira/Notion).
Quality & Controls: Confidence scores, review/edit UI for extracted steps, feedback loop to improve accuracy.
Security & Deployment: Auth + role-based access, secure storage links, audit logs, Dockerized deploy, and clear setup docs.
Example work
Krzysztof's other services
$65 /hr