We assess how automated each process is today, pick the processes where AI agents and automation will pay back first, and plan the steps in between, with the data, controls and people ready at each level.
Process by process
autonomy planned where it pays back, not everywhere at once
Level by level
from manual to assisted, automated and autonomous
Value first
use cases ranked by value and effort
People in control
approvals, guardrails and audit built in
An autonomous enterprise isn’t built in one leap. It is built one process at a time, each one moving up a level when the data, the controls and the people are ready.
Four levels of autonomy
Every process sits at one of these levels today. The roadmap shows how far each should go, and when.
Where could autonomy pay back first?
Choose a business area to see typical problems, what moves up a level, and the SAP solutions involved.
Finance
The problem
- Invoices matched and posted by hand
- Close tasks chased by email
- Collections done from spreadsheets
What we deliver
- Automated invoice matching with exceptions to people
- Close tasks scheduled and tracked automatically
- AI agents that prioritise collections and draft reminders
- Anomaly detection in postings
- SAP Joule
- SAP Build Process Automation
- INK AI Agents for SAP
The result: Finance teams handle exceptions, not routine.
Procurement
The problem
- Purchase requests typed into forms
- Suppliers chased by phone for confirmations
- Spend hard to classify
What we deliver
- Requests created from plain language
- Agents that chase late confirmations and deliveries
- Automatic spend classification
- Guided buying from contracts
- SAP Ariba
- SAP Joule
- INK AI Agents for SAP
The result: Buyers focus on suppliers and savings, not paperwork.
Supply chain
The problem
- Planners copying data between systems
- Stock questions answered by phone
- Maintenance requests on paper
What we deliver
- Assistants that answer stock and availability questions
- Planning exceptions flagged automatically
- Maintenance requests created from a description or photo
- Order status answered for customers around the clock
- SAP IBP
- SAP Joule
- SAP Business AI
The result: Planners and supervisors act on exceptions straight away.
HR
The problem
- HR teams answering the same questions every day
- Onboarding tasks tracked in spreadsheets
- Documents requested and issued by hand
What we deliver
- Assistants that answer policy and leave questions
- Onboarding tasks tracked and reminded automatically
- Documents generated and verified automatically
- People analytics for leadership
- SAP SuccessFactors
- SAP Joule
- INK Document Generation & QR Verification
The result: HR teams spend their time on people, not admin.
IT and support
The problem
- Repeated tickets for the same issues
- Health checks done manually
- Releases tested by hand
What we deliver
- Automated health checks and alerts
- Self-service answers for common issues
- Automated regression for every SAP release
- Root-cause analysis to remove repeat tickets
- SAP Cloud ALM
- Tosca
- iCare AMS
The result: Fewer tickets and smoother SAP releases.
How we build your roadmap
Assess
Review processes, data and your SAP landscape with your teams.
You get: Maturity by process
Prioritise
Rank AI and automation use cases by value and effort.
You get: A ranked use-case list
Plan
Phase the roadmap, with guardrails and a business case.
You get: A roadmap leadership can approve
Pilot
Prove the first use case in our Co-Innovation Lab.
You get: Measured results
Scale
Roll out, add the next use cases and keep improving.
You get: Autonomy that grows
What your roadmap includes
Maturity by process
Where each process sits today, from manual to autonomous.
Ranked use cases
AI and automation ideas ranked by value and effort.
Quick wins
The first use cases to deliver results early and build confidence.
Data and platform readiness
What your data, SAP core and SAP BTP need before AI can work well.
Guardrails
Permissions, approvals, audit and responsible-AI rules.
Business case and phases
Benefits, costs and a phased plan leadership can approve.
Related: AI Agents for SAP · Joule & Custom AI Agents · Co-Innovation Lab · Data & Analytics
Start with an AI readiness assessment
We review your processes, data and SAP landscape and give you a ranked list of AI use cases with a roadmap.
Frequently asked questions
What is an autonomous enterprise?
A business where routine work runs on its own: AI agents and automation handle standard cases, and people handle exceptions and decisions.
Do we need to automate everything?
No. The roadmap shows how far each process should go. Some stay assisted; others can become fully autonomous with human approval.
Do we need SAP Joule?
Not necessarily. We use SAP Joule where it fits, and can also connect an enterprise AI model you already use to SAP through the Model Context Protocol (MCP).
How do we start?
With an AI readiness assessment. It gives you a maturity view by process, a ranked list of use cases and a roadmap.