Researching the Future
Institutional intelligence for capital allocation and personal intelligence for everyday execution, each with distinct guardrails.
Regime-aware multi-agent system for global markets with strict risk controls.
Local-first AI that handles daily tasks with user-defined permissions and spending limits.
Agnic Labs builds intelligent systems across two frontiers: autonomous capital management and hyper-personalized AI.
In finance: An AI-native hedge fund with multi-agent systems that deliberate, reason about macroeconomic regimes, and execute across global markets at machine speed.
For everyday life: Personal AI agents that live directly on your device for privacy. They handle ordering food, booking tickets, calendars, reminders, and Amazon shopping—with cloud access only for powerful tasks. All with guardrails you control.
Core AI for global macro. Processes market data, economic indicators, satellite imagery, and alternative datasets to generate systematic signals across all asset classes.
Specialized AI agents debate and reach consensus through structured protocols. Continuously adapts—detects regime changes, learns from outcomes, updates models without overfitting.
Low-latency execution* with intelligent routing. Independent risk monitoring with veto power—position limits, drawdown controls, stress testing. No exceptions.
Runs directly on your device for privacy—mostly free. Your data stays local. Cloud only for powerful tasks, you stay in control.
Handles mundane tasks: ordering food, booking tickets, calendars, reminders, Amazon shopping. Learns your preferences, acts on your behalf.
You define the boundaries. Spending limits, approval requirements, restricted actions—autonomous but accountable.
Every system starts with deep research. Finance: understanding why strategies work. Personal AI: rigorously training on mundane tasks. We build on evidence, not assumptions.
Intelligence is foundational, not bolted on. Finance: rethinking architecture and decisions. Personal AI: step-wise thinking, permissions above thresholds. AI isn't a feature—it's the substrate.
Safety is non-negotiable. Finance: risk systems with veto power. Personal AI: permission-driven actions, spending limits, approvals for sensitive tasks. We'd rather ask than assume.
Markets evolve. Life changes. Our systems adapt continuously—detecting shifts, learning from outcomes. Personal AI builds deep personal context, always private to your device. Systems that get better the longer you use them.
For institutional investors, family offices, and allocators seeking exposure to AI-driven autonomous capital management.
For early adopters interested in local-first personal AI that automates daily tasks with full privacy and control.