We explore ideas that could become technology, products and companies.

KCB Labs turns questions into research, experiments and validated projects — an open R&D process from idea to outcome.

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Current Labs

Persistent areas of exploration.

Active

Agent Infrastructure

Core agentic systems, PODs, orchestration, autonomous worker frameworks

KnowledgeCreativityBusiness
Active

AI Employees

Persistent research program exploring autonomous software workers.

KnowledgeCreativityBusiness
Active

Agent Applications

Applied agent products (SalesOS, SOFIA, marketplace intelligence)

KnowledgeCreativityBusiness

What we're working on

Exploring

Agent POD Architecture

Building

OPERANT

Sharing

AntAgonist Engine

Projects

InternalImplementation

OPERANT

AI Employee Framework — internal platform born in AI Employees Lab.

ai-employees

KnowledgeCreativityBusiness
StartupImplementation

SalesOS

Agentic B2B sales lifecycle

agent-applications

KnowledgeCreativityBusiness
InternalImplementation

SOFIA

Sovereign Office Intelligence Assistant

agent-applications

KnowledgeCreativityBusiness

Research & Experiments

Research

Autonomous POD system design, orchestration patterns

Experiment

Multi-agent game simulation using Langton ant × chess

Outcome: VALIDATED

Journal

Article · Jun 1, 2026 · 1 min

AntAgonist: Agent Simulation Game

Game-based agent testing with Langton ant x chess

Lab: agent-simulation

Article · Jun 1, 2026 · 1 min

Building AI Employees

Origin story of AI Employees Lab

Lab: ai-employees

Article · Jun 1, 2026 · 1 min

Heartbeat Commerce: Living Ecommerce

Dynamic checkout and landing pages for living ecommerce

Lab: commerce-intelligence

Numbers

Generated from actual content, never hard-coded.

10

Labs

12

Experiments

00

Validated Projects

05

Open Source

Built with an ecosystem

Partner Org

Partner

Research is stronger when more people participate.

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