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Enterprise AI Agents

Scale Your Business Without Scaling Your Team.

AI agents are only as powerful as the data they can understand. Rollio makes your entire enterprise — structured ERP systems and the unstructured 80% in emails, approvals, and chat — readable, contextual, and executable.

Your data

Invoice dispute

Email · Accounts Receivable

Approval request

Teams · Finance workflow

Open PO #4821

SAP · Unmatched line item

SLA at risk

ServiceNow · Ticket #8832

Contextual
Data Engine

AI actions

Invoice exception resolved autonomously

Approval routed with full context

PO matched · payment scheduled

Ticket triaged & escalated

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Trusted by global leaders in critical operations

CelonisCampariW&S Financial GroupRead story →Capital OneManroland GossMacquarieWaters Corp.
The Enterprise AI Problem

Why 74% of enterprise AI pilots never reach production.

The reason is almost never the model. It's the data. Enterprise AI agents can't act on data they can't understand — and most enterprise data falls into one of three traps.

Failure Mode 01

Empty Metadata

SAP fields like KUNNR, VBELN, and ERDAT tell a database engineer where data lives. They tell an AI agent nothing. Fewer than 5% of enterprise ERP fields have any documented business description. Agents operating on raw schemas make confident-sounding mistakes.

Failure Mode 02

The Invisible 80%

80% of enterprise business context lives in emails, chat, contracts, and approvals — not in database rows. The credit manager's email about a payment plan. The account manager's Slack flag about a relationship risk. AI agents built on structured data alone are blind to all of it.

Failure Mode 03

The Context Window Trap

Teams respond by stuffing prompts with schema docs and glossaries. It works in demos. In production, static context goes stale, consumes the context window, and breaks on edge cases the docs didn't anticipate. It cannot scale to an enterprise.

"The difference is not the intelligence of the AI model. The difference is whether the model has the semantic context it needs to translate intent into correct action."

— Markus Demirci, CEO of Rollio

Customer Stories

Global enterprises. Real results.

Finance & Operations

"Collaboration Agent will enhance our operational efficiency and improve transparency."

Laura Buseghin · Process Optimization & Automation Director, Campari Group

Financial Services

"Now we are experiencing more productivity while servicing customers. Our agents are trained significantly quicker."

Joe Lynch · VP Client Relationship Center, Western & Southern Financial Group

Read the story 🏆 Stevie Award Winner
The Solution

From discovering what matters to executing what works.

Three capabilities. One platform.

1. Contextual Data Engine

We ingest structured ERP data and unstructured text (emails, tickets), translating it into rich, contextual datasets that LLMs and AI agents can actually understand.

2. Autonomous AI Agents

Deploy specialized agents for Order-to-Cash, ITSM, or Procurement. They don't just recommend actions; they execute end-to-end workflows directly within your systems.

3. Human-in-the-Loop

You retain total control. Choose between full autonomy for standard processes, or set up Human Supervisors to approve edge cases and complex escalation management.

How It Works

Bridge. Execute. Scale.

Connects everything your AI needs.

Rollio reads structured data from SAP, Celonis, and ServiceNow — and the unstructured context in emails, Teams messages, documents, and approvals. It translates both into a single, AI-executable picture of your business. No data scientists required.

Why Rollio.

The Missing Bridge

Works with Celonis, ServiceNow, AND your ERP — simultaneously.

Most tools pick one system. Rollio connects all three: process intelligence from Celonis, workflows from ServiceNow, and real-time data from SAP or your ERP for business-critical decisions. The bridge your AI stack was missing.

See the architecture
No Data Scientists

AI that learns your business. Not the other way around.

No ML engineers, no data science team, no months of model training. The Contextual Data Engine understands your specific processes, business rules, and terminology — then automates accordingly. Your team deploys, controls, and governs everything.

See how it works
Three Levels of Autonomy

From routine commands to complex human + AI decisions.

Rollio operates at three levels: fully autonomous for routine processes, end-to-end orchestration for complex multi-step workflows, and — for true exceptions — brings the right people together with full AI context so decisions happen in minutes, not days.

See execution in action
Non-Linear Scaling

Scale revenue without scaling your back-office team.

More sales volume shouldn't mean more Finance or Ops headcount. Rollio removes the human bottleneck — handling more transactions, more exceptions, more coordination — at constant team size. Your business scales; your team stays focused on strategy.

View implementation timeline

Built for every enterprise function.

CFO & Finance

Accelerate cash collections, reduce DSO, and automate last-mile AR/AP coordination. Scale transaction volume without adding Finance headcount.

CIO & IT

Deploy AI automation without data scientists. Works on top of SAP, Celonis, or ServiceNow. SOC 2 Type II, zero-trust, and compliant out of the box.

COO & Operations

Remove the coordination bottleneck between systems and people. Agents execute complex multi-step workflows end-to-end, escalating only true exceptions.

AI & Automation CoE

Your Center of Excellence finally has an execution layer. Rollio connects your process intelligence tools to real ERP action — turning insights into outcomes without custom development.

FAQ

Frequently asked questions.

Ready to discover what matters & execute what works?

30 minutes. No obligation. Let's find your highest-impact automation opportunity.