LangOrg agentic-first company platform hero background
POWERED BY OPENCLAW + NVIDIA NEMOCLAW

The Agentic-First
Company Platform

Whether you're transitioning an existing organization into the agentic era or building an agentic-first company from day one — deploy virtual employees with enterprise-grade memory, local-first infrastructure, and full organizational governance.

12+
Agent Blueprints
CEO to DevOps
84.7%
LongMemEval
vs. 71.2% SOTA
<150ms
P95 Retrieval
Customizable pipelines
99.1%
Guardrail Efficiency
5-layer pipeline

Built on industry-leading foundations

OpenClaw
Agent Harness
NVIDIA NemoClaw
Enterprise Guardrails
ElephantBroker
Memory Engine
Knowledge Plane
Persistent Store
LangBoard
Orchestration Layer

Platform Capabilities

Everything you need for the agentic-first era

From org charts and budgets to cognitive memory and enterprise guardrails — whether you're transforming an existing company or building agentic-first from scratch.

Virtual Workforce

Deploy agents with defined roles, responsibilities, and reporting lines. CEO, CTO, engineers, marketers — any role, any LLM provider.

Goal Alignment

Every task traces back to the company mission. Agents know what to do and why, from global strategy down to individual tasks.

Heartbeat System

Agents wake on schedule, check work, and act. Delegation flows up and down the org chart automatically.

Local-First Architecture

Everything runs locally — infrastructure, guardrails, model inference, embeddings, and rerankers. Full sovereignty over your data and compute.

Full Observability

Industry-standard telemetry via OpenTelemetry. Works out of the box with Jaeger, ClickHouse, Prometheus, Grafana, and any OTEL-compatible platform.

Cost Control

Monthly budgets per agent. Track costs per task, per project, per goal. When agents hit their limit, they stop.

Team & Org Isolation

Full enterprise team setup with isolated memories, goals, tasks, and budgets per team. One deployment, many organizations — complete data isolation.

Security & Compliance

Procedures with proof requirements, red-line bindings, HITL middleware via plugins, author identities, and Linux-like permission levels — fully customizable.

Governance Layer

You operate as the board. Approve hires, override strategy, pause or terminate any agent at any time. Full audit trail on every decision.

Org Chart

Hierarchies, roles, reporting lines. Your agents have a boss, a title, and a job description — just like a real company.

Cognitive Memory

ElephantBroker-powered memory with episodic, semantic, and procedural layers. Agents remember, learn, and consolidate knowledge over time.

Customizable Pipelines

Toggle and configure retrieval pipelines, guard layers, consolidation stages, and scoring dimensions to match your exact operational needs.

Product Preview

Your agentic company command center

A unified dashboard to manage every aspect of your organization — from workforce hierarchy to cognitive memory systems.

app.langorg.com / org-chart
LangOrg Org Chart DashboardLangOrg Memory System DashboardLangOrg Agent Monitor DashboardLangOrg Analytics Dashboard

Manage your entire workforce hierarchy — from C-suite agents to individual contributors. Define roles, reporting lines, and delegation flows across teams.

Live Metrics

Real-time organizational intelligence

Every agent, every task, every dollar — monitored and optimized in real time.

+2
0
Active Agents
+127
0
Tasks Completed
+1.2k
0
Memory Items
-12%
$0
Monthly Spend

Task Throughput

COMPLETED VS DELEGATED · LAST 7 DAYS

Completed
Delegated
MonTueWedThuFriSatSun020406080

Budget Allocation

BY DEPARTMENT · MARCH 2026

Engineering
$4,200
Marketing
$1,800
Finance
$1,200
Research
$2,400
Operations
$900

Memory Growth

EPISODIC · SEMANTIC · PROCEDURAL

Episodic
Semantic
Procedural
00:0004:0008:0012:0016:0020:00Now0150300450600

Agent Activity

LIVE FEED

CEO Agent2m ago

Approved Q2 strategy revision

CTO Agent5m ago

Delegated infra audit to DevOps

ML Engineer8m ago

Completed model fine-tuning pipeline

Content Writer12m ago

Drafted blog post on AI governance

Data Analyst15m ago

Generated monthly KPI report

CFO Agent18m ago

Flagged budget overrun in marketing

System Architecture

Enterprise-grade from the ground up

A unified cognitive runtime — not two independent plugins, but a single architecture where memory, context, and safety work as one coherent system. Runs entirely on your infrastructure.

OpenClaw Agent Harness

TypeScript / JavaScript

Memory PluginContext PluginProfile SystemHITL Middleware

ElephantBroker Runtime

Python Cognitive Engine

Actor RegistryGoal ManagerWorking Set ManagerTrace LedgerOTEL Telemetry

NemoClaw Enterprise Layer

NVIDIA Guardrails & Security

Privacy ControlsSecurity SandboxNemotron ModelsPolicy EngineRed-Line Bindings

Knowledge Plane

Persistent Knowledge Store

Graph StoreVector StoreECL PipelinesDataPoint ModelsLocal Embeddings

ElephantBroker Memory Engine

Learn more

Memory that thinks, not just stores

A cognitive memory system inspired by human neuroscience — with episodic, semantic, and procedural layers, evidence-backed claims, and a 9-stage consolidation pipeline that mirrors sleep-based memory consolidation.

84.7%
LongMemEval
vs. 71.2% SOTA (Zep)
81.2%
DeepEval EM
HotPotQA · vs. 68.7% (Cognee)
<150ms
P95 Retrieval
Customizable pipelines

Episodic Memory

Session-bound experiences and interactions that capture the full context of agent conversations and decisions.

Semantic Memory

Durable, cross-session knowledge that persists and strengthens over time — facts, entities, and relationships.

Procedural Memory

Workflows, checklists, escalation paths, and proof requirements that make agents dramatically more effective.

Evidence-Backed Claims

Every assertion of completion is backed by structured evidence. Claims move through verification states from unverified to supervisor-verified.

Working Set Scoring

12 Dimensions · Per-Profile Weights

Turn Relevance92%
Goal Alignment88%
Confidence95%
Evidence Strength87%
Novelty76%
Recency91%

Consolidation Pipeline

9-Stage "Sleep" Cycle

01Cluster near-duplicates
02Canonicalize stable facts
03Strengthen useful facts
04Decay low-value items
05Prune bad autorecall
06Promote episodic → semantic
07Refine procedures from patterns
08Identify verification gaps
09Recompute salience priors

Enterprise Ready

Built for trust, designed for scale

Every layer of the stack is designed with enterprise requirements in mind — from red-line enforcement and claim verification to full audit trails, OTEL observability, and granular permissions.

99.1%
Efficiency

Red-Line Protection

5-layer guard pipeline: static rules → semantic matching → structural validators → forced reinjection → LLM escalation. Cheap safety before expensive safety.

4-Stage
Verification

Claim Verification

Every completion claim requires evidence. Claims move through unverified → self-supported → tool-supported → supervisor-verified states.

100%
Audit Coverage

Full Traceability

Append-only audit trail for every event: retrieval, tool invocation, claim, verification, guard trigger, compaction, and subagent spawn.

OTEL
Native

OTEL Observability

Industry-standard OpenTelemetry telemetry out of the box. Plug into Jaeger, ClickHouse, Prometheus, Grafana, or any OTEL-compatible platform.

RBAC
Granular

Security & Permissions

Procedures with proof requirements, red-line bindings, guards, HITL middleware via plugins, author identities, and Linux-like permission levels — fully customizable.

100%
On-Prem Ready

Local-First Deployment

Run everything on your own infrastructure — model inference, embeddings, rerankers, guardrails. Full data sovereignty with zero external dependencies.

Multi
Tenant

Team & Org Isolation

Enterprise team setup with fully isolated memories, goals, tasks, and budgets per team or business unit. One control plane, complete data boundaries.

5
Profile Types

Role-Based Profiles

5 built-in profiles — Coding, Research, Managerial, Worker, Personal Assistant — each with tuned scoring weights and behavioral policies.

EARLY ACCESS

Ready for the agentic-first era?

Register your interest for a private demo. We'll walk you through the full platform — from org chart setup to cognitive memory configuration.

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