Built For
MCIS is optimized for three groups that want content intelligence inside a more contained & secured environment.
L&D Teams
Bring content intelligence in-house without sending your learning content to a hosted service.
Systems Integrators
Deliver MetaLark inside your clients’ environments with a ready-made integration layer.
LMS Vendor Partners
Embed content intelligence in your LMS or LXP platform in a contained, secured way.
Why MCIS
Your Account, Your Full Control
MCIS runs entirely in an AWS account you own. Your learning content and data stay in your environment.
The Complete MetaLark Solution
Every feature & capability of MetaLark’s Content Intelligence Toolkit, deployed in one contained package.
Faster, Easier Integration with MCP
The MetaLark MCP Server & Tool Set connect content intelligence to your LMS platforms, cloud drives, learning apps and AI agents.
No Hosting or User License Fees
Pay AWS directly for compute & bandwidth, control your own AI token usage and buy processing credits only when you need them.
What’s Included
MCIS packages two components into a single deployment:
The Full MetaLark Content Intelligence Toolkit
- Every available feature of the MetaLark Content Intelligence Toolkit
- Parsing Engine, Skills Engine, Vector Database search & AI Tools
- All running in your own secure AWS environment
The MetaLark MCP Server & Tool Set
- A full Model Context Protocol (MCP) Server
- Pre-defined companion tools that streamline integration & access
- Connects MetaLark to your cloud drives, LMS platforms, learning apps & AI agents
Together, these components give L&D teams and their technology partners a contained, integration-ready content intelligence layer that fits within existing security and governance requirements.
Everything Operates in Your Secure AWS Account
Connected systems reach the toolkit through the MCP Server (or MetaLark’s standard APIs) inside your AWS account. MetaLark engineers enter only through time-boxed access you grant.

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- Your LMS platforms, cloud drives, learning apps & AI agents connect through the MetaLark MCP Server (or MetaLark’s standard APIs) inside your AWS account
- Compute, bandwidth & AI token usage are billed to and controlled by your organization
- Your learning content & data never leave your AWS account
- MetaLark engineers enter only through time-boxed access windows that you grant & provision
How Forward Deployed Engineering Works
With MCIS, the software runs entirely in AWS accounts you own and fully control. MetaLark’s engineers work inside that environment only with your permission: to deploy and configure MCIS, to apply new releases and to diagnose and resolve issues. Access is provisioned on an as-needed basis and only for a set period of time. Typical access windows:
8 Hours
Initial Setup & Support
You grant MetaLark’s technical team initial access to deploy and configure MCIS in your AWS account.
1 Hour / Month
Routine Maintenance
A short monthly window for MetaLark engineers to perform routine maintenance on your MCIS instances.
30 Minutes
Updates & Credits
When new MCIS releases are available, or you buy content processing credits, MetaLark applies them for you.
If a problem arises, you can grant temporary access to your MCIS instances so MetaLark engineers can diagnose and resolve it directly. The result is hands-on expert support without giving up ownership of the environment or the data inside it.
A Simpler Commercial Model
MCIS replaces recurring hosting fees with a straightforward, usage-aligned structure:
Software License + Maintenance
A software license sized to your estimated scale & usage, plus an annual maintenance fee. Includes a block of support hours to deploy & configure MetaLark in your AWS account, plus ongoing support, updates & maintenance.
Processing Credits On-Demand
Buy content processing credits only when you need them. Credits are consumed transactionally, with discounts by volume.
No MetaLark Hosting Charges
MCIS runs in your own AWS account. Pay your cloud provider directly for servers & bandwidth, and control your own AI token usage.
No MetaLark User License Fees
MCIS connects to your own AI services & agents, so there are no user or seat fees. You manage secure access & permissions to parsed content with your own enterprise Access Control Lists.
This gives finance and IT teams clear visibility into costs, and lets organizations scale MCIS up or down on their own terms.
Availability
The MetaLark Content Intelligence Server will be available beginning in November 2026. L&D teams, systems integrators and LMS vendors interested in MCIS can contact MetaLark at sales@metalark.ai for additional information.