Workflow Agents
Cross-system process orchestration with Decision Layer.
At a Glance
5+ Systems
SAP, DATEV, Workday, SharePoint, AD - one agent coordinates everything
Pausable
Workflow pauses when a human needs to decide - and resumes after
Idempotent
Every step repeatable without side effects - no double bookings
Decision Layer
At every decision point: autonomous or Human-in-the-Loop
API-Based
No GUI automation - stable integration via interfaces
Audit Trail
Every step with timestamp, rule, version, and routing decision
Definition: Workflow Agent
A Workflow Agent is a specialized AI agent for cross-system orchestration of enterprise processes. It coordinates tasks between multiple systems - including escalation, approval logic, and exception handling.
Unlike RPA (Robotic Process Automation), the Workflow Agent does not operate on application interfaces but via APIs, understanding the business context of the decisions it coordinates.
How a Workflow Agent Works
Example: Sick Leave
Incoming → Document Agent → Decision Layer
(Email with reads sick note checks labor law
attachment) and extracts and policy constraints
data │
┌──────────┴──────────┐
│ │
Rule-compliant Clarification needed
│ │
Calculate HR clerk
continued pay is notified
│ │
Propose SAP Waits for
posting decision
│ │
Audit Trail Audit Trail
documented documentedEvery step is logged. Every decision is traceable. When clarification is needed or information is missing, the workflow pauses - it doesn't abort.
Orchestration Principles
- Cross-system: A workflow can coordinate SAP, DATEV, SharePoint, email, and other systems in a single flow
- Decision-based: The Workflow Agent makes business decisions, not just if-then rules
- Pausable: When information is missing or human decisions are needed, it pauses, documents, and resumes after resolution
- Auditable: Every step creates an audit trail entry - including wait times and escalations
- Idempotent: Every step can be re-executed without side effects
Workflow Agent vs. RPA vs. Manual
| Workflow Agent | RPA Bot | Manual Coordination | |
|---|---|---|---|
| Control | APIs + business decisions | GUI clicks on interfaces | Email, phone, tickets |
| Stability | API contracts - independent of UI changes | Breaks on UI changes | Dependent on individuals |
| Decision capability | Business decisions based on rulesets | If-then rules only | Full decision capability |
| Interruption | Pauses, waits, resumes | Aborts - restart required | Waits - often without documentation |
| Audit Trail | Automatic per step | Screenshot-based | Manual, incomplete |
In Practice: Onboarding Process
Scenario: 20 new hires per month
Before (manual)
- 3 working days per onboarding
- 5 systems updated manually (SAP, AD, email, time tracking, access control)
- Error rate: 12% (missing permissions, wrong cost center)
- HR effort: 60 hours per month
After (Workflow Agent)
- 4 hours per onboarding (incl. manual approvals)
- 5 systems provisioned automatically via APIs
- Error rate: below 2% (ruleset-based assignment)
- HR effort: 15 hours per month
Result: 75% less effort, 85% fewer errors. The Workflow Agent coordinates all systems and only pauses where human approval is needed - with a complete audit trail.
Use Cases
HR Processes
Onboarding (contract, IT provisioning, orientation), sick leave, contract changes, exit processes. Orchestrated via SAP SuccessFactors, Workday, Active Directory, and email.
Finance Processes
Invoice receipt, verification, posting, approval, booking. Orchestrated via DATEV, SAP FI/CO, and banking interfaces.
Compliance Processes
Automatic verification against policies, escalation on deviations, documentation in the audit trail.
Decision Layer in Workflows
Every workflow step that involves a decision is routed through the Decision Layer:
- Business validation: Ruleset check per decision step
- Routing: Autonomous continuation or escalation to a human
- Documentation: Complete decision record per step
- Versioning: Every applied rule with version and timestamp
Integration
Workflow Agents connect existing systems via standardized interfaces:
- SAP FI/CO, SAP S/4HANA, SAP SuccessFactors
- Workday
- DATEV
- SharePoint, Microsoft Teams (via Microsoft Graph)
- Active Directory / Azure AD
- Email (IMAP/Exchange)
- Others via REST/SOAP
Other Agent Types
The Specialist
Document Agents
Read, understand, and classify documents - with true language comprehension.
The Knowledge Carrier
Knowledge Agents
Answer questions from rule sets - with source citation and rule version.
Custom Agents
Co-Build
Your process, your agent. 4-6 weeks to a productive agent.
Deep Dive in the Agent Briefing
Our article series for decision-makers implementing AI agents in the enterprise.
Workflow Agent FAQ
What is a Workflow Agent?
A Workflow Agent is a specialized AI agent that orchestrates enterprise processes across systems. It coordinates tasks between SAP, DATEV, SharePoint and other systems - including escalation, approval logic, and exception handling. Every step is documented via the Decision Layer.
What happens when a workflow is interrupted?
The workflow is paused - not aborted. Missing information or required human decisions are escalated, the current status is documented. Once the information is available or the decision is made, the workflow resumes.
How does a Workflow Agent differ from RPA?
RPA simulates mouse clicks and keyboard inputs on existing interfaces. A Workflow Agent understands business context, makes decisions based on rulesets, and orchestrates via APIs. Every decision is auditable via the Decision Layer.
Which process should your first Workflow Agent orchestrate?
Talk to us about your specific use case.