Platform

Governed multi-agent workflows for enterprise operations.

Agents do not run loose. They operate inside defined workflow boundaries with confidence thresholds, escalation rules, approval gates, and audit trails — so your teams orchestrate outcomes, not individual AI tasks.

Extract, validate, check against knowledge, route, flag for review, update downstream systems, and generate audit reports — all within governed workflows that keep humans in control of exceptions and high-stakes decisions.

Governed Agent Workflow
Trigger
Document / Event Received PDF · Email · API Call · Queue Message · Shared Inbox
Agent Execution
Extraction Agent Fields · Entities · Structured Data
Validation Agent Business Rules · Schema · Integrity
Knowledge Check Policies · Context · Accuracy
Routing Agent — determines path —
⬡ Human Review Gate ⬡
Auto-Clear
High confidence · Routine · Pre-approved
Human Review Required
Low confidence · High stakes · Exception · Edge case
Reviewer receives full context, evidence trail, and decision options — not just a notification
Downstream System Update ERP · CRM · Record System · Workflow Engine
Structured Write Field Mapping Lineage Attached
Audit / Reporting
Full Activity Log·Agent Decisions·Review Outcomes·System Updates·Compliance Record
Trigger
Agents
Routing
Review Gate
Downstream
Audit

What Agent Orchestrator Solves

Enterprise operations require coordination across multiple AI capabilities, data sources, and human touchpoints. Our managed AI delivery orchestrates it all.

Multi-Step Process Coordination

Orchestrate complex workflows spanning document extraction, data validation, routing, approval, and escalation.

Agent-to-Agent Handoffs

Manage context transfer and state between multiple AI agents working on related tasks.

Exception Handling

Define clear escalation paths when AI confidence is low or business rules require human review.

Governance Checkpoints

Insert human review gates at defined points in workflows based on risk, value, or policy requirements.

Operational Visibility

Track workflow progress, AI decisions, and human touchpoints with full audit trails.

Adaptive Configuration

Adjust workflow logic, thresholds, and review triggers without code changes or redeployment.

Where Agent Orchestration Shows Up

Across enterprise operations where multiple AI capabilities must work together with human oversight.

Contract Lifecycle Management

  • Extract contract terms using document intelligence agent
  • Cross-reference with approved language using knowledge fabric agent
  • Flag deviations for legal review based on risk thresholds
  • Route approved contracts to signature and filing workflows

Invoice Processing

  • Extract line items and totals using document intelligence agent
  • Match against purchase orders and receipts from ERP systems
  • Route exceptions and high-value invoices for approval
  • Update accounting system with approved payment status

Customer Onboarding

  • Extract customer data from application documents
  • Run compliance checks against policy and regulatory requirements
  • Create accounts across multiple systems with human approval gates
  • Trigger welcome workflows and notification sequences

Prior Authorization

  • Extract clinical documentation and member information
  • Match against coverage policies and clinical guidelines
  • Flag complex cases for clinical reviewer with decision support
  • Route for approval and communicate decision to all parties

How the Managed AI Delivery Model Works

From workflow design to production operations, our managed delivery handles orchestration complexity.

1

Process Mapping

Document current workflows, identify AI opportunities, and define review checkpoints.

2

Agent Design

Configure AI agents, define capabilities, and establish handoff protocols.

3

Governance Configuration

Set review thresholds, escalation rules, and audit requirements.

4

Production Operations

Monitor performance, manage review queues, and continuously improve.

Governance, Human Review & Auditability

Every orchestration decision includes governance controls and full traceability.

  • Configurable review triggers based on confidence, value, or risk
  • Human approval gates at any point in the workflow
  • Exception routing to designated reviewers or queues
  • Complete audit trail of all decisions, actions, and outcomes
  • Performance metrics and compliance reporting dashboards
Example Orchestration Workflow
1 Document received → AI extracts key information
2 Agent validates against business rules and data sources
3 If confidence below threshold → flag for review
4 Reviewer approves or routes back with notes
5 Approved → route to downstream systems and archive

Agent Orchestrator Use Cases

Multi-agent orchestration across enterprise workflows—each configured for your operational processes, data sources, and governance requirements.

Invoice Processing

Document agent extracts line items, knowledge agent validates against contract pricing, routing agent prepares approval recommendations for AP team review before payment.

Agents: Document, Knowledge, Routing
Flag for AP review on variance thresholds
ERP update on approval confirmation

Customer Onboarding

Extraction agent pulls customer data from applications, compliance agent runs required checks, account agents provision systems—all with human approval gates before account activation.

Agents: Extraction, Compliance, Account Provisioning
Human approval before system access
Full onboarding audit trail

Contract Review

Extraction agent pulls terms, knowledge agent checks against approved language, flagging agent identifies deviations—routing agent prepares package for legal reviewer with decision support.

Agents: Extraction, Knowledge, Flagging, Routing
Legal review gate on deviation detection
Deviation scoring and risk categorization

Supplier Onboarding

Extraction agent pulls supplier data from RFQs and forms, validation agent checks against approved vendor lists, compliance agent runs required screening—routing agent prepares recommendation for procurement review.

Agents: Extraction, Validation, Compliance, Routing
Screening gate before vendor list update
Procurement team approval workflow

Insurance Claims Triage

Extraction agent pulls claim details, validation agent checks coverage and documentation, triage agent assigns priority and routing—all with clinical reviewer gate for complex cases.

Agents: Extraction, Validation, Triage, Routing
Clinical review gate for flagged cases
Claim status tracking and audit trail

Procurement Requisition

Extraction agent pulls requisition details, validation agent checks budget and approval thresholds, routing agent prepares approval package for designated approvers based on value and category.

Agents: Extraction, Validation, Routing
Multi-tier approval routing by value band
Budget impact reporting and exception flags
Agent Orchestrator

Orchestrate Your Enterprise AI Workflows

Schedule an AI use-case review to evaluate how Agent Orchestrator can coordinate your operational workflows with full governance and human review.

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