High-Level Benefits
Q: What kind of benefits can you expect from a full-featured Content Intelligence Toolkit?
A: Where do we start?
MetaLark is designed fast, secure and consistent results no matter what your use case may be.
Here are a few high-level benefits:
Streamlined User Interface (UI/UX)
- Dashboard view of all your processed content
- Easy content review, updates & disposition rules
- Diverse export options from CSV & JSON to API & LLM
Secure Infrastructure
- Hosted on AWS with private customer instances
- Private LLM processing (no shared/public models)
- Enterprise-grade encryption & SOC2 certified
Diverse Consumption Models
- Project-based: For “one-and-done” efforts
- Reference Platform: For ongoing updates & analysis
- Knowledge Base: For anytime data inquiry
Core Features
Supported Technologies
MetaLark Parsing Engine
At the epicenter of the MetaLark solution is a powerful and versatile Parsing Engine that drives the content scraping-related services essential for AI-based inferencing and processing. Standard outputs include easy-to-consume text-based files and JSON templates that then power all other MetaLark features.
Input Methods
Single File/Manual batch (Drag & Drop) APIs to Cloud Repositories Direct-Connect with LMS or CMS.
MetaLark DB & LLM
Expected Results
Rich Metadata for Each Content Item
Searchable Content Encyclopedia
Skills Inventories & Alignment
Full Content Exports to 3rd Party Platforms.
MetaLark Skills Engine
MetaLark uses a combination of AI and ML-based methods to unlock and associate the actual earnable skills reflected in your digital content. MetaLark’s Skills Engine can use an organization’s existing skills inventory or can rely on industry standard ontologies including ESCO, ONET or a combination thereof.
Parsed Content
MetaLark DB & LLM
Vector Database for Searching
All parsed content is normalized and then stored in a flexible vector database that can be queried in either full text or semantic search methods for relevant, fast content retrieval. MetaLark’s Content Player allows items to be launched in their native format to facilitate search results review with appropriate context.
AI Tools & Services
MetaLark can assist AI architects with transitioning legacy learning content into usable formats for reuse inside an organization’s enterprise Large Language Model. Additional AI-centric functions allow for secure access to MetaLark’s LLM using Model Context Protocol (MCP) using agentic AI interactions.
- All customer MetaLark applications & databases are hosted in private AWS instances
- Common AI Services Layer implemented within the same private security boundary for every customer instance
- AWS Nova Lite LLM is insulated and shares no information with external public LLMs
Supported Content Authoring Tools
MetaLark’s Parsing Engine can automatically detect and then optimize content scraping based on the authoring tool used. Support for Articulate Storyline and Rise, Adobe Captivate, ELB Lectora, dominKnow Claro and others is native across common packaging formats like SCORM 1.2 and 2004, xAPI and cmi5.
Supported Rich Media Types
Beyond packaged courseware, MetaLark can also ingest and parse digital content from an array of commonly used rich media formats including PDF and RTF files, MP4 videos and MP3 audio clips/podcasts, standard HTML pages and ePUBs; even standard MS Office Word DOC/DOCX & PowerPoint PPT/PPTX.
Supported Cloud Drives & Services
A suite of specialized API connectors allows MetaLark customers to connect to popular third-party cloud repositories like Google Drive, Dropbox, Microsoft SharePoint and AWS S3 buckets for seamless content ingestion.
Supported LMS & Edtech Platforms
MarkLark’s comprehensive, standards-based API Connectors are available to customers & partners to facilitate all interactions between an existing LMS, LXP or other edtech application. APIs are managed via Open-API/Swagger standards with embedded test cases and example code for every action.
Partner List Coming Soon
Enterprise Security
MetaLark’s application architecture and development processes meet the strict security standards of today’s most demanding enterprises. All customer implementations are deployed in their own private instances to ensure security and integrity. MetaLark solutions are SOC2 Type II and ISO-27001 conformant.
