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The most intelligent AI engine for CCM

Computer monitor displaying Marcie software interface for managing servicing transfer messages.


MARCIE, the Messagepoint Automation, Rationalization, and Content Intelligence Engine, introduces a fundamentally new model for customer communications management—one where AI handles the most complex, time-consuming tasks while you stay in control.

Available throughout the Messagepoint platform, MARCIE leverages agentic AI, generative AI, and traditional AI to automate the work of managing content, rules, and communications—enabling the delivery of optimized customer experiences across all channels.

That’s the power of MARCIE.

Messagepoint’s proprietary AI platform that transforms the work of customer communications management

Accelerates the work of CCM by up to 10X
Reduces CCM migration time by 99% and cost by 57%

Why MARCIE?

MARCIE reduces manual effort and helps improve accuracy while significantly reducing the associated time and cost.

Optimizes content for readability, sentiment or brand alignment 14X faster
Reduces QA cycles by 80%
Summarizes content for digital channels 5X faster
Translates content 20X faster

Content intelligence wherever you need it

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Agentic AI built to do the heavy lifting of CCM

MARCIEAssist is Messagepoint’s agentic AI capability that does the work of managing communications for you. Simply describe what you need, and MARCIEAssist intelligently automates key processes across your content, rules, and templates—while you stay in complete control. MARCIEAssist also provides insights and guidance into your communications, helping you work faster and make decisions more confidently.

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Intelligently ingest and rationalize your content

MARCIE can ingest and analyze large volumes of communications and documents in various formats, identifying logical content components and applying searchable metadata tags. This prepares your content for migration to Messagepoint or supports other content cleanup and optimization initiatives you are undertaking.

Document upload window with buttons to add files, start, or cancel upload and three listed files named CC Letter 1, 2, 3.

Identify similar and duplicate content

MARCIE identifies similar and duplicate content throughout your document library, providing opportunities for consolidation and correction. This enables you to significantly reduce content objects under management and drive consistency through content reuse across communications and channels.

Identify similar and duplicate content

Detect issues across your entire content library

MARCIE can assess your content for readability, sentiment, and brand alignment. Analysis can be done at the content object level for an individual communication or across your entire corpus of communications.

Detect issues across your entire content library

Optimize your content with generative AI

Leveraging generative AI, MARCIE optimizes content with suggested rewrites to align content with ISO plain language standards, target reading levels, sentiment, length, and brand alignment—without compromising its meaning and while retaining full control over the outgoing message.

Screen showing content readability comparison: difficult official text vs easier conversational rewrite.

Enhance the speed and accuracy of translation

Improve the speed and accuracy of translation with MARCIE’s AI-powered translation capabilities. Translate content into 60+ languages in seconds. Check the accuracy of translation with AI that validates that the meaning and structure of your content is preserved across all language versions.

Screenshot of a translation interface showing English source text and Spanish translated content side by side.

Automate QA and compliance checks

Reduce the time, effort, and risk of ensuring Medicare Advantage ANOCs and EOCs are accurate and compliant with MARCIEAssure, Messagepoint’s AI-powered quality assurance solution. The solution automates thousands of checks across these documents against the latest CMS models and your own PBP and plan data—reducing QA review cycles by up to 80%.

Dashboard interface of MARCIEAssure software showing QA workflow and available QA checks for automation setup.

Frequently asked questions

How does MARCIE enhance Customer Communications Management within Messagepoint?
What are the benefits of AI that is embedded in Customer Communication Management (CCM) solutions like MARCIE over standalone generative AI tools like ChatGPT?
What protections does MARCIE offer vs standalone AI platforms?