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Workflows and Automation
Orchestration, handoffs, branching, async patterns, and the systems that move work between agents and humans.
35 questions
Core concepts
- How do you keep AI agents reliable on long tasks?Keep runs short, make the agent write down its progress, cap its tries, and require a human yes before anything irreversible.Read the full answer
- What are agent workflow patterns? (And when a workflow is enough)Agent workflow patterns are five reusable shapes for combining model calls and tools: prompt chaining, routing, parallelization, orchestrator-workers, and evaluator-optimizer.Read the full answer
- What are AI agentic workflows? (And which step to convert)An agentic workflow is an automation where one or more steps get a goal and tools, then choose their own actions.Read the full answer
- What are some real business process automation examples?Business process automation examples include procure-to-pay, order-to-cash, employee onboarding, expense approval, and claims intake, where software runs the routine path and people handle exceptions.Read the full answer
- What are workflow automation examples?A workflow automation example is a trigger plus the steps that follow, like a finished sales call that files itself and drafts a follow up.Read the full answer
- What are workflow automation services? (And when to skip them)An outside firm that maps a business process, builds the automation, then charges a retainer to keep it running.Read the full answer
- What is a citizen developer?A citizen developer is an employee outside engineering who builds working apps for their own team, using tools IT has approved rather than forbidden.Read the full answer
- What is AI automation? (And where the return lands)AI automation is automation where a model decides something at run time, instead of every decision being fixed when the automation was built.Read the full answer
- What is AI orchestration?AI orchestration coordinates models, agents, tools and people across a full process, deciding what runs next and what happens when a step fails.Read the full answer
- What is an approval workflow?An approval workflow is a set path where a request stops at a named person, who approves, rejects, or sends it back before work continues.Read the full answer
- What is a standard operating procedure? (And why it drifts)A standard operating procedure is a written set of steps for a task that repeats, so anyone doing it gets the same result.Read the full answer
- What is business process automation? (And where it stalls)Business process automation is software running an entire process end to end, across systems, departments, and people, with humans handling only the exceptions.Read the full answer
- What is customer service automation? (And what deflection rate hides)Customer service automation uses software and AI to handle support contacts end to end, from self-service answers to routing, replies and post-contact tagging.Read the full answer
- What is document workflow automation?Document workflow automation is software that carries a document through creation or intake, approval, and filing without manual re-typing.Read the full answer
- What is email automation? (And the rule that breaks it)Email automation is any email your business sends without a person clicking send, fired by an event like a signup, order, or deadline.Read the full answer
- What is hyperautomation? (And is the term still current?)Hyperautomation is Gartner's 2019 label for automating every business process that can be automated, using whatever mix of tools fits.Read the full answer
- What is intelligent automation? (And what you are actually buying)Intelligent automation is the analyst and vendor label for buying RPA, AI, and process management together as one program rather than separate tools.Read the full answer
- What is legal workflow automation?Legal workflow automation uses if-this-then-that rules to move matters through intake, drafting, approvals and deadlines without anyone chasing each step.Read the full answer
- What is low-code workflow automation?Low-code workflow automation is picking most steps from a menu and typing a short custom rule into the few steps the menu cannot handle.Read the full answer
- What is multi-agent orchestration?Multi-agent orchestration is the pattern where one lead agent splits a goal into sub-tasks, dispatches them to specialized agents, and merges the results.Read the full answer
- What is no-code automation?No-code automation is making repeating work run itself by filling in fields on a screen instead of writing code.Read the full answer
- What is process mapping? (And why the map is never the process)Process mapping is documenting how a process actually runs: each step, its owner, its triggers, and every handoff between teams.Read the full answer
- What is robotic process automation (and where it breaks)?Robotic process automation is software that mimics human clicks and keystrokes in application screens to run repetitive business tasks without backend integration.Read the full answer
- What is sales automation? (And what to keep human)Sales automation is software that runs the repeating parts of selling: outreach sequencing, follow-up, lead routing, and the pipeline hygiene forecasts need.Read the full answer
- What is sales force automation (SFA)?Sales force automation is the CRM layer that stores accounts, contacts, opportunities, activities and forecasts so a sales org can see its pipeline.Read the full answer
- What is workflow automation?Workflow automation is software that runs a fixed set of steps by itself whenever something specific happens, like a form being filled in.Read the full answer
- What is workflow management (and where does automation fit)?Workflow management is the discipline of defining, assigning, tracking, and improving how work moves through a team, whether or not any step is automated.Read the full answer
Comparisons and decisions
- AI agents vs workflows: what's the difference? (And when each wins)Workflows run a fixed path someone designed. Agents let a model choose each next step, which costs more and varies run to run.Read the full answer
- Automation vs orchestration: what's the difference? (And which you need)Automation runs one fixed task; orchestration coordinates many tasks, decides the path per run, and survives a failure halfway through.Read the full answer
- Business process automation vs management: which one is the bottleneck?Business process management decides what a process should be and who owns it. Business process automation is the software that executes those steps.Read the full answer
- Business process automation vs RPA: which one to fund?RPA puts a bot on your existing screens. BPA redesigns the process itself so systems pass work directly, without a bot.Read the full answer
- Intelligent process automation vs RPA (and when RPA still wins)Intelligent process automation adds document reading and language models to RPA, so bots handle exceptions that fixed rules push into a human queue.Read the full answer
- Marketing automation vs CRM: which does your team buy first?A CRM tracks one relationship at a time; marketing automation acts on the whole contact list at once.Read the full answer
- Task automation vs workflow automation: what's the difference?Task automation handles one repeated action. Workflow automation chains several actions into a sequence that runs start to finish on its own.Read the full answer
- Workflow automation tools compared: builders, iPaaS, or agents?Workflow automation tools split three ways: step builders like Zapier, operation-billed platforms like Make and n8n, and agent runtimes that choose steps themselves.Read the full answer