Liberated Agent
The custom AI runtime that powers VERO. No frameworks, no black boxes. Purpose-built for marketing.
Most AI tools are built on generic frameworks designed for developers: LangChain, LlamaIndex, off-the-shelf abstractions. That works for demos. It breaks in production. We built something different.
What Makes It Different
No Frameworks. No Black Boxes.
Built to be model agnostic. No LangChain, no LlamaIndex, no third-party abstraction layers touching our data. Every decision path is traceable.
Full visibility into agent reasoning. No framework lock-in.
Fast or Deep. Automatically.
Quick queries resolve in under 2 seconds. Complex analysis gets the compute it needs. We don't choose. The system knows.
Intelligent model routing. Cost-efficient without sacrificing depth.
Client Data Stays Separated
Agency-scoped permissions and data isolation built into the core. Client A never sees Client B's data. Not bolted on. Architected in.
True data isolation, not folder separation.
Every Action Logged
Every recommendation traceable to source data. Every agent action recorded with context. Compliance-ready from day one.
Complete transparency. Audit-ready.
Technical Details
Direct Claude API Integration
For LVS Digital's implementation we build directly on Anthropic's Claude API without third-party agent frameworks. This means no hidden data handling by third-party libraries, no waiting for framework updates or dealing with upstream bugs, and the ability to adopt new Claude capabilities immediately: extended thinking, prompt caching, tool use improvements, as soon as they're available.
Production-Grade Conversation Management
Custom conversation history system with intelligent context preservation and thread isolation. Maintains conversation context across long sessions, properly handles complex multi-step analysis without losing track, and is thread-safe for concurrent users across your team. Built for real workloads, not demos.
Cross-Agent Coordination
Built-in infrastructure for specialized agents to communicate, hand off tasks, and collaborate. Complex workflows span multiple specialized capabilities, context passes cleanly between different types of analysis, and the architecture supports expanding capabilities without starting over.
Model Independence
While LVS Digital utilizes Claude for our instance, we're building VERO to be completely model agnostic. Whenever there is a newer, better Frontier model or a self-hosted solution that blows us away, it's easy to integrate it into our stack.