Human Judgment Built Into Agent Execution
Create reusable Human Review flows for approvals, feedback, notifications, and escalation. Bring the right people into agent execution with the relevant facts, clear response policies, and defined deadlines while maintaining complete control over what happens next.
Overview
Agents can keep work moving continuously, but some business moments still require judgment, accountability, or authority that only a person can provide. Traditional handoffs often move work into disconnected systems where context is lost and the original process stops.
A Realtime Tech Human-In-The-Loop makes human participation a seamless part of the agent’s execution journey. A review carries the proposed action, relevant business facts, required participants, and deadlines directly to the people responsible for the decision.
Consider a high-value refund where the agent prepares the request and collects the necessary transaction details. Human-In-The-Loop routes these facts directly to the finance role for approval. The agent handles the volume of work leading up to the decision, while the right person provides the authority required to continue.
Control At Every Step
Define Who Must Participate, What They Need To See, And What Happens Next.
- Choose The Interaction Decide if a human should approve, provide feedback, receive information, or take responsibility through escalation.
- Bind The Relevant Facts Select the business facts reviewers need, identify required details, and control how information is presented.
- Select The Participants Route reviews to specific participants and define whether one, a majority, a quorum, or everyone must respond.
- Define The Resolution Set response deadlines, timeouts, escalation paths, and required justifications, while configuring notification channels for timely responses.
Everything It Takes To Bring People Into A Live Agent Journey
A Realtime Tech Human-In-The-Loop makes human participation configurable, reusable, and intimately connected to the work the agent is already performing.
Approval
Pause execution until selected participants approve or reject an action. Require written reasoning when accountability or extra context is needed.
Feedback
Ask participants for guidance, corrections, or additional information, which is securely returned to the agent before work continues.
Inform
Notify appropriate people about an event or decision, keeping your team informed without requiring a response or interrupting execution.
Escalation
Move sensitive decisions to higher authority and create controlled escalation paths while automatically preventing circular handoffs.
Participant Routing
Route reviews to specific users, roles, or groups, keeping every review connected to the exact people responsible for the decision.
Response Policies
Control collective human authority by continuing after a single response, waiting for everyone, requiring a majority, or defining a fixed quorum.
Fact-Aware Reviews
Present relevant information from the A Realtime Tech Fact Library directly to reviewers, using friendly labels and required flags for complete context.
Timeout Control
Define how long agents should wait for responses and whether A Realtime Tech should block, escalate, continue, or apply auto-approval policies.
Multi-Channel Notifications
Notify participants via dashboard, email, or push notifications, bringing decisions directly to them instead of requiring them to watch the agent.
Human Authority At The Right Moment
Customer Exceptions
Let agents handle routine cases while securely routing high-value exceptions to authorized human teams.
Operational Changes
Require human authorization before updating critical records to protect live operations from unverified automated changes.
Compliance And Policy Review
Present relevant facts to reviewers for accountability and documented human judgment.
Connected System Actions
Control agents before they use governed tools, update records, communicate externally, or trigger downstream services.
Incident And Risk Escalation
Notify teams when automation reaches a boundary, seamlessly escalating unresolved incidents.
Cross-Functional Decisions
Collect decisions from multiple roles using flexible response policies to ensure alignment before complex work proceeds.
Where Human Judgment Meets Agent Speed
Create Human Review flows that bring approvals, feedback, notifications, and escalation into the execution journey while preserving the context agents and people need to work together.
Related Features of A Realtime Tech
Triggers
Activate agents from messages, webhooks, HTTP events, application activity, alerts, record changes, and live business signals the moment work begins.
Governance
Enforce identity, permissions, required facts, guardrails, registered actions, policy decisions, and execution boundaries through platform-level control.
Orchestrator
A Realtime Tech Orchestrator controls how live journeys move between senders, receivers, conditions, agents, humans, tools, webhooks, interceptors, and business systems.
Agents
Create single agents or expert agent teams with defined roles, models, memory, structured outputs, skills, approved tools, and operating boundaries.
Skills
Turn business methods, playbooks, and rules into reusable Skills that agents can carry forward.
Knowledge Base
Ground agents in approved business documents and reference files, giving them access to the context they need without placing your entire knowledge base inside model prompts.
Connectors And Tools
Connect agents to approved provider accounts and assign the tools they can use across APIs, databases, files, CRMs, ERPs, communication platforms, internal services, and external systems while credentials remain centrally managed.
MCP Server
Connect agents to external MCP servers through a standardized protocol. Register, authenticate, test, and assign approved MCP capabilities without exposing credentials inside prompts.
Triggers
Activate agents from messages, webhooks, HTTP events, application activity, alerts, record changes, and live business signals the moment work begins.
Governance
Enforce identity, permissions, required facts, guardrails, registered actions, policy decisions, and execution boundaries through platform-level control.
Orchestrator
A Realtime Tech Orchestrator controls how live journeys move between senders, receivers, conditions, agents, humans, tools, webhooks, interceptors, and business systems.
Agents
Create single agents or expert agent teams with defined roles, models, memory, structured outputs, skills, approved tools, and operating boundaries.
Skills
Turn business methods, playbooks, and rules into reusable Skills that agents can carry forward.
Knowledge Base
Ground agents in approved business documents and reference files, giving them access to the context they need without placing your entire knowledge base inside model prompts.
Connectors And Tools
Connect agents to approved provider accounts and assign the tools they can use across APIs, databases, files, CRMs, ERPs, communication platforms, internal services, and external systems while credentials remain centrally managed.
MCP Server
Connect agents to external MCP servers through a standardized protocol. Register, authenticate, test, and assign approved MCP capabilities without exposing credentials inside prompts.
Triggers
Activate agents from messages, webhooks, HTTP events, application activity, alerts, record changes, and live business signals the moment work begins.
Governance
Enforce identity, permissions, required facts, guardrails, registered actions, policy decisions, and execution boundaries through platform-level control.
Orchestrator
A Realtime Tech Orchestrator controls how live journeys move between senders, receivers, conditions, agents, humans, tools, webhooks, interceptors, and business systems.