Time and Motion Analysis Software
Time and motion analysis software helps organizations measure how long tasks take, how workers move, and where time is wasted — establishing the data foundation for productivity improvement, standard setting, and lean initiatives. VidForgeX TMA is AI-powered time and motion analysis software that replaces manual observation with video upload, delivering structured TMA reports in minutes.
The TMA software landscape
Time and motion analysis software spans three generations, each representing a different approach to the fundamental challenge of measuring how work is actually performed:
| Category | Example tools | Observer required | AI-powered | Cost per study | Time per study |
|---|---|---|---|---|---|
| Stopwatch / tablet apps | Timestudy, TiM, Timefinder | Yes — real-time on-site | No | High (analyst time + travel) | Days |
| Manual video coding tools | Dartfish, Kinovea | Yes — post-hoc coding | No | High (analyst coding time) | Hours to days |
| AI video TMA | VidForgeX TMA | No | Yes | Low (SaaS subscription) | Minutes |
The AI video TMA category is not a replacement for the underlying industrial engineering knowledge — it automates the observation and data collection phases that have historically consumed 70–80% of analyst time, freeing industrial engineers to focus on interpretation, method design, and improvement implementation.
Key capabilities of VidForgeX TMA software
VidForgeX TMA delivers a complete AI-powered TMA capability set from a single platform:
- Activity classification — AI identifies and labels what each worker is doing at each moment in the video, using activity taxonomies defined by your selected analysis category.
- Cycle time measurement — start-to-finish timing for each work cycle, with statistical distribution (mean, P90, standard deviation, min/max) across all observed cycles.
- Multi-worker tracking — all visible workers tracked and analyzed simultaneously; each gets their own activity timeline and per-worker metrics.
- VA/NVA/NNVA breakdown — every minute classified as value-added, necessary non-value-added, or waste, with per-worker and aggregate percentages.
- Idle time detection — unproductive pauses identified and timestamped, enabling root cause analysis via direct video playback at the flagged moment.
- SOP compliance scoring — attach a Rule Template to evaluate procedure adherence step-by-step, with per-step pass/fail rates and violation timestamps.
- Targeted comparison mode — compare any recording against a defined baseline to quantify performance gaps and track improvement over time.
- Work instruction generation — AI produces a structured standard method guide from observed best-practice footage, usable as SOP drafts or training content.
- PDF, Excel, and JSON export — structured outputs for stakeholder reports, BI tool integration, and API consumers.
- MCP API access — 11 API tools covering analysis submission, result retrieval, AI chat about results, person progression, and team summaries.
- Team workspace and RBAC — organization-scoped library with role-based access control for team-wide deployment.
Workflow: from video to TMA report in minutes
The VidForgeX TMA workflow is designed to be the shortest possible path from operational video to structured TMA data:
- Record or retrieve video — any workplace camera, smartphone, or existing CCTV archive. No specialist hardware, no camera calibration, no controlled environment required.
- Upload — drag-and-drop or API upload. Formats: MP4, MOV, AVI, MKV, WebM, and 7 additional formats. Files up to 5 GB.
- Configure analysis — select analysis category, choose analysis mode (Overall, Study Guide, Targeted, Find Person, Adherence), optionally attach a Rule Template. Title auto-fills from filename; category is pre-selected if a default is configured for your organization.
- Submit — VidForgeX TMA queues and processes. Status tracked in real time: queued → downloading → analyzing → processing → completed.
- Review results — structured analysis report available immediately on completion. Review in-browser with video playback synchronized to activity timeline, or export structured data.
Processing benchmark: A 4-hour manufacturing floor recording with 3 workers in frame returns per-worker activity timelines, cycle time distributions for all three stations simultaneously observed, VA/NVA breakdowns, and idle time events within approximately 20 minutes of upload. The same data would take a single analyst 16–24 hours to produce by manual video coding.
Standard setting and labor rate applications
One of the highest-value applications of TMA software is establishing labor standards — the empirical foundation for production planning, costing, incentive scheme design, and capacity management. VidForgeX TMA data feeds directly into standard-setting workflows:
- Observed time baseline — cycle time distributions from AI TMA provide the raw observed time data required as input to any standard time calculation.
- Performance rating calibration — targeted comparison mode allows comparison of a recording against a defined normal-pace benchmark, supporting performance rating without requiring a trained observer.
- MTM validation — compare predetermined time system estimates (MTM-2, MTM-UAS, MOST) against actual measured times from AI TMA to identify discrepancies in the standard.
- Allowance estimation — idle time and NNVA data from AI TMA provides empirical input to personal and fatigue allowance calculation.
- Staffing models — utilization rate and cycle time data from AI TMA feeds directly into workforce planning models and direct labor cost estimates.
- Incentive scheme design — performance against standard data from multiple recordings establishes the statistical distribution of output that incentive schemes must accommodate.
Lean and Six Sigma integration
VidForgeX TMA output is designed to plug into the standard toolbox of lean manufacturing and Six Sigma practitioners:
Lean / value stream mapping
VA/NVA breakdowns and cycle time data from AI TMA provide the quantitative inputs for value stream mapping (VSM) current-state maps. Process cycle efficiency (VA time ÷ total lead time) is directly calculable from VidForgeX TMA output.
DMAIC Measure phase
Six Sigma DMAIC projects require a robust measurement system for the Y (output) variable. VidForgeX TMA cycle time data provides this with full statistical distribution output — mean, standard deviation, and P90 — suitable for Cpk calculation and process capability analysis when customer specifications are known.
SMED analysis
Single Minute Exchange of Die (SMED) projects require precise timing of changeover activities and separation of internal (machine stopped) vs external (can run during production) operations. VidForgeX TMA changeover footage analysis provides this breakdown automatically, eliminating the need for an analyst to observe and manually code changeover events.
5S workplace organization
Search time, tool retrieval time, and walk distance data extracted from AI TMA quantify the productivity impact of workplace disorganization — providing the before/after measurement data for 5S initiatives.