Production Workflow Automation
Custom automation that eliminates manual tasks, reduces human error, and creates infinitely repeatable production workflows. We build the systems that let your team focus on creative decisions instead of repetitive operations.
Every production has workflows that consume hours of skilled labor on tasks that should take seconds. Manual show file updates propagated across a dozen systems. Configuration changes repeated at every tour stop. Data entry that introduces errors precisely when accuracy matters most.
TC Agency engineers automation systems purpose-built for live event and broadcast production. We apply software engineering discipline to production operations: version control for show files, automated testing for system configurations, continuous deployment for production environments. The result is workflows that run faster, fail less, and scale without adding headcount.
Our automation work spans show control programming, data pipeline development, timecode-driven execution, and infrastructure-as-code deployment. Every system we build integrates with the tools your team already uses and the protocols your equipment already speaks.
The Problem
- ×Manual show file updates across multiple systems, repeated at every venue
- ×Inconsistent execution between shows, operators, and tour stops
- ×Hours lost to repetitive configuration and data entry tasks
- ×No version control, audit trail, or rollback capability for show data
- ×Human error in high-pressure live environments with no safety net
- ×Tribal knowledge locked in individual operators rather than codified in systems
Our Solution
- Centralized show data with automatic propagation to all downstream systems
- Deterministic cue execution with identical results every single time
- One-click deployment and system configuration across any venue
- Git-based versioning with full change history and instant rollback
- Automated validation and fail-safes at every step of the workflow
- Institutional knowledge encoded in repeatable, documented automation
Automation Categories
Show Control Systems
Unified control interfaces that coordinate lighting, video, audio, automation, and pyro from a single trigger source. We build systems that give operators deterministic execution without sacrificing creative flexibility.
- ›QLab and Medialon integration
- ›Custom Python/Node.js controllers
- ›OSC/MIDI routing architectures
- ›Multi-console trigger coordination
Data Pipeline Automation
Automated workflows that transform, validate, and distribute show data across all production systems. One source of truth, propagated everywhere it needs to go, verified at every step.
- ›Cue sheet to console sync
- ›Patch list generation and distribution
- ›Asset ingestion and transcoding
- ›Cross-system data reconciliation
Version Control Systems
Git-based show file management with branching, merging, and rollback capabilities purpose-built for production environments. Full audit trails and the ability to recover any previous state in seconds.
- ›Show file versioning and history
- ›Multi-venue variant management
- ›Collaborative editing workflows
- ›Automated backup and archival
Timecode Automation
Frame-accurate synchronization and automated show execution driven by LTC, MTC, or network timecode. Build shows that run with precision regardless of who presses GO.
- ›Multi-system timecode sync
- ›Automated failover and redundancy
- ›Show run logging and reporting
- ›Pre-programmed sequence execution
Validation and Testing
Automated pre-show checks that verify system health, data integrity, and communication pathways before anyone steps on stage. Catch problems before they become failures.
- ›Network diagnostics and monitoring
- ›Cue validation and conflict detection
- ›System health dashboards
- ›Automated regression testing
Configuration Management
Infrastructure-as-code approaches to production system deployment and configuration. Define your system once, deploy it reliably every time, across any venue or tour stop.
- ›Network switch and VLAN configs
- ›Console templates and macros
- ›Server provisioning scripts
- ›Environment-specific deployment profiles
Methodology
Discovery
We audit your existing workflows, identify bottlenecks, and quantify time lost to manual processes. Every automation project starts with understanding the specific pain points that cost you the most time, introduce the most risk, or create the most friction between departments.
Architecture
Design the automation system with scalability, maintainability, and operator usability as primary concerns. We document data flows, define interfaces, and map failure modes before writing a single line of code. The architecture phase produces a clear specification that all stakeholders can review.
Development
Build in iterative cycles with frequent stakeholder review. We use industry-standard protocols (OSC, MIDI, sACN, Art-Net, REST, TCP/UDP) to ensure interoperability with your existing equipment. Every component is modular so individual pieces can be updated without disrupting the whole system.
Testing
Rigorous testing in isolated environments before any production deployment. We simulate failure modes, verify graceful degradation, and validate every edge case. Automation that has not been stress-tested does not belong on a live show.
Deployment
Staged rollout with operator training and comprehensive documentation. We deploy alongside your team during real shows, verifying performance under actual conditions. We do not hand off until your operators are confident and self-sufficient.
Support
Ongoing maintenance, updates, and priority support for critical show periods. Your automation systems evolve with your needs. We provide remote monitoring, version updates, and on-call availability when the stakes are highest.
Performance Indicators
60%
Time Saved
Average reduction in manual workflow hours across automation deployments
95%
Error Reduction
Decrease in human-introduced errors through automated validation and execution
100%
Repeatability
Identical execution every run, every venue, every operator, every time
Related Services
Ready to automate your production workflows?
Let us identify the manual processes slowing your team down and build automation systems that scale across venues, tours, and seasons.
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