We replaced the org chart with a neural mesh. Every project, every analysis — executed by coordinated AI agent swarms at machine speed.
Where the swarms are born.
DreamBound Labs is the research core — a team of engineers and researchers who architect, configure, and continuously evolve the autonomous agent networks that power Arc and Graph. We design the orchestration protocols, calibrate model ensembles, and push the limits of multi-agent coordination.
A full-service development studio where every engineer is an AI agent. From system design to production deploy — the swarm handles the entire lifecycle.
An experimental micro-fund where financial research is conducted entirely by AI agent swarms. Market analysis at inhuman depth and speed.
We're deploying autonomous intelligence for select partners.
Get in touchEvery line of code, written by intelligence.
Arc deploys coordinated swarms of AI agents to architect, develop, and ship production-grade software. From mobile applications to low-level systems programming, from fintech infrastructure to AI-powered automation — our agent swarms handle the complete development lifecycle with zero human intervention. Every pull request reviewed. Every test written. Every deploy monitored.
Native mobile and desktop applications. From consumer products to enterprise tools — designed, built, and shipped entirely by agent swarms.
Full-stack SaaS platforms, dashboards, and marketplaces. Complete with authentication, payments, real-time features, and admin panels.
High-performance marketing sites, landing pages, e-commerce storefronts. Design to production in hours, not weeks.
Systems programming, embedded firmware, compilers, networking stacks. Performance-critical code at machine precision.
Trading systems, payment processing, banking infrastructure, compliance engines. Built for zero-downtime and regulatory precision.
Intelligent business process automation. Workflow orchestration, document processing, custom agent systems that replace entire departments.
Markets don't sleep. Neither does our research.
Graph is an autonomous research engine that generates, tests, and validates financial hypotheses at inhuman scale. Our agent swarms ingest data from hundreds of sources, construct predictive models, and stress-test them against historical and synthetic scenarios — running continuously without human oversight. Every signal validated. Every model challenged.
Autonomous generation and ranking of market hypotheses. Pattern recognition across asset classes, timeframes, and market regimes.
Real-time ingestion from 200+ data sources. Price feeds, order flow, sentiment, on-chain analytics, macroeconomic indicators, alternative data.
Historical validation across multiple market regimes. Walk-forward optimization, out-of-sample testing, transaction cost modeling.
Monte Carlo simulations, tail-risk scenarios, black swan modeling. Validation against 1,000+ synthetic market conditions and historical crises.
Multi-factor models, cointegration analysis, regime detection. Continuous model retraining and adaptation to evolving market microstructure.
Portfolio risk assessment, VaR, CVaR, maximum drawdown analysis. Real-time risk monitoring with automatic position sizing and hedging signals.