V2LCTY
CLASSIFIED // LVNG

The Agentic
Harness

LVNG is the intelligence platform that powers every VLCTY portfolio company. Enterprise-grade AI infrastructure built for autonomous operations.

MODULE // 01

MULTI-AGENT ORCHESTRATION

Distributed Intelligence

Coordinate fleets of specialized AI agents operating in parallel across complex enterprise workflows. Dynamic task allocation, inter-agent communication protocols, and autonomous decision trees that scale without human bottlenecks.

MODULE // 02

WORKFLOW ENGINE

Process Automation

Visual pipeline builder for constructing multi-step automated workflows. Conditional branching, parallel execution paths, retry logic, and human-in-the-loop checkpoints. Every workflow is version-controlled and auditable.

MODULE // 03

KNOWLEDGE GRAPH

Semantic Memory

Enterprise-scale knowledge graph that ingests, indexes, and interconnects organizational data. Semantic search, relationship mapping, and contextual retrieval that gives every agent deep institutional knowledge.

MODULE // 04

DIGITAL TWINS

88 Expert Personalities

Library of 88 specialized digital twin personalities — from financial analysts to creative directors. Each twin encodes domain expertise, communication style, and decision-making heuristics refined through real-world deployment.

MODULE // 05

TOOL SYSTEM

22 Auto-Discovered Tools

Self-configuring tool registry with 22 auto-discovered capabilities. Agents dynamically select, compose, and invoke tools based on task requirements. New tools are automatically detected and integrated without code changes.

MODULE // 06

MULTI-PLATFORM DEPLOYMENT

Omnipresent Operations

Deploy agents across web, mobile, Slack, email, SMS, voice, and custom enterprise interfaces. Single codebase, unified monitoring, consistent behavior regardless of the surface area.

SYSTEMS MANIFEST

Technology Stack

01TypeScript / Node.js
02Python / FastAPI
03PostgreSQL / pgvector
04Redis / BullMQ
05OpenAI / Anthropic / Gemini
06Vercel / AWS / GCP
07Docker / Kubernetes
08LangGraph / Custom Orchestrators
STRATEGIC ADVANTAGE

Portfolio Advantage

Every portfolio company runs on LVNG. This means every improvement to the platform — every new agent capability, every performance optimization, every tool integration — immediately benefits the entire fleet. A breakthrough in one company cascades across all six.

Shared R&D costs amortized across 6 companies

Cross-pollination of domain expertise between verticals

Battle-tested infrastructure refined through diverse use cases

Single team maintaining one platform instead of six silos

END TRANSMISSION // PLATFORM MANIFEST
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