Workflow terms
Definitions for mapping the real process before choosing software, agents, or integrations.
AI automation glossary
AI Workflow Automation Glossary
Use these definitions to align business owners, operators, and technical teams before scoping an AI workflow automation project.
Term map
The language buyers need before funding an AI automation pilot.
Clear definitions reduce confusion between chatbots, agents, workflow automation, guardrails, and ROI measurement.
Agent terms
Definitions for understanding what AI agents should do inside a real business workflow.
Guardrail terms
Definitions for keeping AI speed tied to human judgment, evidence, permissions, and review queues.
Measurement terms
Definitions for proving whether an automation pilot made the business faster, calmer, or more profitable.
Glossary
Workflow terms.
Definitions for mapping the real process before choosing software, agents, or integrations.
AI workflow automation
The redesign of a repeated business process so AI can prepare, classify, draft, route, summarize, or measure work while people approve risky decisions.
Related guideRead the workflow automation guideWorkflow owner
The business person responsible for how a process runs, who approves changes, and how success or failure is measured after automation launches.
Related guideReview the methodologyAutomation candidate
A repeated workflow segment that may be worth automating because it has enough volume, pain, data access, owner clarity, and measurable value.
Related guideExplore workflow consultingSystem of record
The source system that should be treated as authoritative for a customer, invoice, order, project, property, ticket, or approval decision.
Related guideUse the implementation checklistGlossary
Agent terms.
Definitions for understanding what AI agents should do inside a real business workflow.
AI agent
A software layer that uses AI instructions, tools, and data access to complete a bounded task such as classifying requests, drafting responses, or preparing approval packets.
Related guideReview AI agent consultingAI agent implementation
The process of connecting an AI agent to workflow inputs, tools, approval rules, logs, fallback paths, and reporting so it can operate safely in production.
Related guideSee implementation servicesPrompt routing
The logic that sends different inputs, tasks, or exceptions to different AI instructions, tools, reviewers, or workflow paths.
Related guideLearn business process automationLow-confidence handoff
A guardrail where AI sends uncertain, incomplete, risky, or low-evidence work to a person instead of taking the next action automatically.
Related guideReview guardrailsGlossary
Guardrail terms.
Definitions for keeping AI speed tied to human judgment, evidence, permissions, and review queues.
Human-in-the-loop
A workflow design where AI prepares or recommends work, but a person reviews and approves actions that carry money, customer, compliance, legal, or record risk.
Related guideRead the human approval guideApproval guardrail
A written rule that decides which AI outputs can move automatically, which must stop for review, and which actions are blocked entirely.
Related guideExplore approval guardrailsException queue
A review list for cases with missing data, high risk, low confidence, policy conflict, customer sensitivity, or financial exposure.
Related guideSee review queue guidanceSource evidence
The original document, record, message, order, invoice, ticket, or field note shown beside an AI output so a reviewer can verify the recommendation.
Related guideReview evidence guardrailsGlossary
Measurement terms.
Definitions for proving whether an automation pilot made the business faster, calmer, or more profitable.
ROI baseline
The current measurement of workflow volume, manual time, cycle time, error rate, revenue impact, and risk before automation changes the process.
Related guideExplore ROI auditsPayback period
The amount of time it takes for estimated monthly automation value to recover implementation and ongoing support costs.
Related guideUse the ROI calculatorGuarded pilot
A narrow production workflow implementation that includes AI assistance, human approval, logging, fallback handling, and ROI measurement before broader rollout.
Related guideReview pilot pricingManaged optimization
Ongoing improvement of a live automation through prompt tuning, routing fixes, integration maintenance, exception review, and monthly ROI reporting.
Related guideReview managed optimizationFrom terms to scope
Turn shared language into one workflow decision.
Once the team agrees on owners, guardrails, source evidence, and ROI baseline, the next step is choosing the smallest workflow that can prove value.
AgentsGuardrailsROIPilot