Generative video models produce clips, not finished videos — the other 85% is orchestration. This guide shows how to connect OpenMontage's agentic production pipeline to a self-hosted ComfyUI backend: the adapter architecture, continuity engineering, VRAM realities, quality gates, and where self-hosting actually beats a commercial API.
Technodict17 min read
Enterprises no longer ask "should we automate" — they ask "with what." Robotic process automation (RPA) built the last decade of back-office efficiency. AI agents are now promising to handle what RPA never could: judgment, exceptions, and unstructured work. But the two aren't interchangeable, and 2026 is the year most enterprises will have to decide, process by process, which paradigm belongs where — or how to run both together. This guide breaks down the real differences, where each wins, where they fail, and how to build a hybrid roadmap instead of betting the whole automation budget on hype.
Technodict10 min read
Automation in 2026 demands orchestrating workflows, RPA, AI document understanding, and autonomous agents into one reliable system. Despite rapid market growth, many initiatives fail. This guide explains the automation stack, prioritization framework, and practical strategies for successful, scalable enterprise deployment today confidently.
Technodict11 min read
Enterprise AI spending tripled to $37B in 2025, but pilots still outnumber production systems. This guide maps the journey from strategy to production: the AI/ML/deep-learning hierarchy, the six-stage ML lifecycle, build vs. buy, why projects stall, and where agentic AI is heading.
Technodict8 min read