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Process Automation

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Four step AI pipeline where a bundle of information channels narrows from six to two across three highlighted boundaries, each annotated with added latency and dropped fields, above a segmented bar splitting total cost between steps and boundaries.

The hidden cost of context switching in AI workflows

Multi-step AI workflows lose information at every handoff, where accuracy degrades, latency compounds, and cost accumulates. Most teams do not measure it.

Process AutomationProduction AIAI ArchitectureMulti-Agent Systems
Pipeline diagram where varied document shapes feed an AI judgment box, a confidence gate routes to a deterministic execution rail and a human review queue, and a structured audit log records both, with a broken dashed lane marked rpa deterministic replay.

AI workflow automation vs RPA: what actually changes

RPA replays clicks; AI automation makes judgment calls. The hybrid pattern that actually ships pairs AI decisions with structured, auditable execution.

Process AutomationAI EngineeringProduction AI
Workflow diagram highlighting automation touchpoints across business processes

What Business Processes Can Be Automated with AI in 2026

AI automation works best on high-volume, repeatable processes. Here is a scoring framework across seven business domains to find where to start.

Process AutomationAI Strategy