Organizational silos remain one of the most persistent productivity barriers in large enterprises. Based on discussions with approximately 50 CEOs across Europe, Enterprise AI company BlueCallom identifies poor communication, duplicated effort, slow processes, blocked innovation, inconsistent customer experiences, and employee frustration as recurring consequences.

Yet BlueCallom believes companies may have approached the silo problem from the wrong direction.

“We don’t need to tear down organizational silos. We need to make them intelligently permeable.”

Departments exist for good reasons. Sales, finance, logistics, engineering, marketing, and customer service develop specialized expertise, responsibilities, terminology, processes, and even social bonds. These structures create focus and allow teams to build deep domain knowledge.

The problem begins when information and workflows need to cross their boundaries.

Instead of tearing down silos, BlueCallom’s Enterprise Workflow Intelligence effectively drills intelligent holes into them — allowing the right information and interaction to flow through when it makes business sense.

Enterprise Software Helped Build the Digital Silos

Ironically, decades of enterprise software development have reinforced many of the boundaries companies are now trying to overcome.

CRM systems were designed primarily for sales organizations. Supply chain applications were built for logistics teams. Financial applications were designed for finance departments. Their licensing models, user access, interfaces, data structures, and workflows consequently followed those organizational boundaries.

Only salespeople may have CRM subscriptions. Logistics employees access the supply chain system. Finance employees work in financial applications.

But business information rarely belongs exclusively to the application in which it happens to reside.

A logistics manager may need customer information stored in CRM. A salesperson may need current supply-chain information before making a customer commitment. Customer service may require information from sales, logistics, finance, and production simultaneously.

The question therefore changes from:

“Who should have access to this application?”

to:

“What information should be available to whom, under what circumstances, and for what business purpose?”

Enterprise AI makes that distinction increasingly possible.

The Data Should Flow — Not the User

BlueCallom believes employees should not need access to five different enterprise applications simply because relevant information happens to reside inside them.

Instead, information that has been approved for cross-functional use should become available to the workflow when it is needed — independent of the system in which it resides.

Whether an enterprise operates one CRM system or five, one supply-chain platform or three, the employee should not need to know where every piece of information originates.

The workflow should.

Enterprise Workflow Intelligence provides an intelligence network across existing enterprise applications, data sources, people, and processes. It understands the business intent and desired outcome of a workflow and determines which information and interaction are relevant at a particular moment.

The employee should not have to find the data. The data should become available to the workflow when it makes sense.

BlueCallom Intelligent Data Mapping™

To enable this capability, BlueCallom Intelligent Data Mapping™ has become an integral technology of BlueCallom’s Enterprise Workflow Intelligence architecture.

Intelligent Data Mapping allows Enterprise Workflow Intelligence to identify and understand relevant information across heterogeneous enterprise systems and make approved information available within the context of a workflow.

The objective is not unrestricted access to enterprise data.

Quite the opposite.

Management determines which information may cross organizational and system boundaries, under which conditions, for which roles, and within which business contexts.

Enterprise Workflow Intelligence can then apply those policies dynamically as workflows progress.

A salesperson, for example, may not require access to a supply-chain management system. But when preparing a commitment to an important customer, the workflow may provide the specific logistics information required to make that commitment responsibly.

The organizational boundary remains.

The application boundary remains.

But the relevant information can cross both.

From Application Access to Information Availability

This represents an important architectural change.

Traditional enterprise software largely manages access to applications.

Enterprise Workflow Intelligence can manage the availability of information within the context of business intent.

That distinction becomes increasingly important as enterprises operate growing numbers of applications, databases, AI systems, acquired IT environments, regional systems, and specialized platforms.

Instead of forcing all those systems into one enormous standardized architecture, Enterprise Workflow Intelligence can create an intelligent network above them.

Enterprise Workflow Intelligence is not another system replacing the systems underneath. It is the intelligence network connecting them.

AI That Does Not Stop at the Department Door

Once workflows can intelligently cross organizational boundaries, AI can do more than retrieve information.

When information is missing, Enterprise Workflow Intelligence can identify where it may exist.

When another department has already performed similar work, AI can recognize and reuse available knowledge.

When an approval is delayed, PROacting-AI can follow up, remind, escalate, or identify an alternative path.

When external events, customer communications, sensor information, regulatory changes, or other unexpected situations affect a workflow, AI can assess their relevance and adapt accordingly.

And when several departments contribute to the same business outcome, Enterprise Workflow Intelligence can preserve context throughout the journey.

A conventional workflow knows what step comes next.

Enterprise Workflow Intelligence understands what outcome it is trying to achieve and continuously determines what should happen next to ensure achieving it.

Don’t Tear Down the Silos. Connect Them – Now You Can.

BlueCallom sees an important distinction between organizational specialization and organizational isolation.

Specialization is valuable.

Isolation is not.

Departments can maintain their expertise, responsibilities, culture, systems, and social identity while Enterprise Workflow Intelligence enables information and interaction to move intelligently between them.

The objective is therefore not a silo-free enterprise.

It is an enterprise in which silo boundaries no longer prevent the organization from acting as one company.

Software helped build the digital silos. Enterprise Workflow Intelligence makes them intelligently permeable.

And perhaps most importantly, employees no longer need to understand the complexity of the entire enterprise technology landscape in order to work across it.

The intelligence layer does.

The enterprise of the future may still have silos. But its intelligence will no longer be trapped inside them.