Tech & AI in Customer Communications Management

How AI is reshaping content creation, compliance, personalisation, orchestration and delivery in moderm CCM

Tech & AI

CCM Enterprise Solutions

Truths about CCM

The Reality of Owning an Enterprise CCM Platform

Over the years, we’ve worked extensively with enterprise Customer Communications Management (CCM) platforms such as Precisely EngageOne and Quadient Inspire. These are undoubtedly powerful solutions capable of producing highly personalized, compliant, and omnichannel customer communications at scale.

However, one reality often overlooked during the software selection process is the total cost of ownership and operational complexity that comes with running an enterprise CCM environment.

On paper, CCM platforms promise centralized communication management, faster time-to-market, regulatory compliance, and omnichannel delivery. In practice, achieving those outcomes requires significant investment in technology, people, governance, and ongoing maintenance.

1. Software Licensing

The first investment begins with licensing.

For large enterprise deployments, annual subscription costs can easily exceed USD100,000 per year, depending on:

Number of modules licensed
Output channels (Print, Email, SMS, WhatsApp, Portal, Mobile)
User counts
Development environments
Archiving and retrieval requirements
Volume of documents or pages generated annually

Many organizations are surprised to learn that licensing is often not a fixed cost. Certain commercial models include volume-based charges, meaning the more communications you generate, the higher your recurring costs may become.

What starts as a software subscription can quickly evolve into a substantial annual operational commitment.

2. Infrastructure and Platform Operations

Next comes the infrastructure layer.

Enterprise CCM environments typically require:

Production environments
High Availability (HA) environments
Disaster Recovery (DR) environments
User Acceptance Testing (UAT) environments
Databases Licenses
Operating Software Licenses
Load balancers
Monitoring and logging solutions

Whether deployed on-premise or in the cloud, organizations often end up operating four to six enterprise-grade servers along with operating system licenses, database licenses, backup solutions, storage, security tooling, and monitoring platforms.

The software may be designed to simplify communications, but the underlying infrastructure remains enterprise-grade and requires continuous care.

3. Implementation and Professional Services

This is where costs frequently escalate.

A CCM implementation is rarely just a software deployment exercise.

A typical project involves:

Discovery workshops
Business analysis
Data mapping
Template redesign
Integration development
Output testing
Regulatory validation
User training
Production cutover

For organizations with hundreds or thousands of customer communications, template migration alone can become a major programme.

It is not uncommon for financial institutions and insurers to migrate more than 1,000 templates during a transformation project. One published banking migration project involved over 1,700 communication templates being moved into a modern CCM platform.

With professional services rates commonly ranging from USD1,500 to USD2,500 per day, a six to nine month implementation programme can easily reach several hundred thousand dollars before the platform goes live.

4. Knowledge Transfer Challenges

One of the most common challenges encountered after go-live is skill retention.

Many organizations expect internal teams to become self-sufficient after implementation.

In reality:

CCM platforms have steep learning curves
Template development requires specialist skills
Data mapping can be complex
Business rules become increasingly sophisticated over time

As a result, organizations often continue to rely on vendors, system integrators, or a small number of specialist resources for years after implementation.

This creates dependency risks and can significantly increase the cost of future changes.

5. Change Requests Never Stop

Business requirements evolve constantly.

New products launch.

Regulations change.

Marketing teams request new campaigns.

Compliance teams require document updates.

Every change introduces additional effort.

Even seemingly simple amendments frequently require:

Template updates
Regression testing
Compliance review
UAT cycles
Production deployment

Over time, annual change request (CR) costs can rival the original implementation budget.

6. Upgrades and Technical Debt

Another commonly underestimated cost is platform upgrades.

Enterprise CCM environments are rarely left untouched for five to ten years.

Organizations eventually face:

Platform upgrades
Database upgrades
Operating system upgrades
Cloud migration initiatives
Security remediation exercises

The more customized the implementation becomes, the more complex and costly future upgrades tend to be.

Many enterprises discover that technical debt accumulated over years of customizations makes upgrades significantly harder than initially anticipated.

7. Day-to-Day Operations

Finally, someone must operate the platform.

This includes:

Monitoring production jobs
Managing failed communications
Performance tuning
Database maintenance
Backup verification
Disaster recovery testing
Security patching
Capacity planning

CCM is not a “set and forget” platform.

It requires ongoing operational ownership to ensure communications continue reaching customers accurately and on time.

The Bottom Line

Enterprise CCM platforms such as Quadient Inspire and Precisely EngageOne are extremely capable solutions and can deliver significant business value when implemented correctly. Vendors report improvements in operational efficiency, communication consistency, and customer experience following successful deployments. (Quadient)

However, organizations should evaluate more than just software functionality.

The true investment extends beyond licensing and includes infrastructure, implementation services, specialist skills, governance, change management, upgrades, and ongoing operations.

From our experience, the software itself is often the easiest part of the journey.

The real challenge is everything required to keep it running successfully over the next five to ten years.

Enterprise CCM can absolutely transform customer communications—but it is rarely as simple, inexpensive, or effortless as the initial sales presentation suggests.

Additional points often raised by practitioners

If you want to make the article even more thought-provoking, consider adding these observations:

The “1,000 Template Myth”
- Many organizations assume 1,000 templates equal 1,000 migrations.
- In reality, many templates are duplicates, obsolete, or generated from common building blocks.
- A rationalization exercise can sometimes reduce template counts by 30–50%.
The Hidden Cost of Governance
- Compliance, legal, branding, and business teams often create longer approval cycles than the technology itself.
The Talent Problem
- Finding experienced Quadient Inspire or EngageOne developers is significantly harder than finding Java, .NET, or web developers.
- Key-person dependency becomes a genuine operational risk.
The SaaS Question
- Many enterprises are now questioning whether they should own CCM infrastructure at all, or consume CCM as a managed service and focus only on business outcomes rather than platform ownership.

That last point is particularly relevant because it aligns with the value proposition of companies like Data Cohorts: customers often don’t want to buy a CCM platform—they want compliant documents delivered accurately, on time, and at the lowest total cost of ownership.