01→
Evidence network
Perceive
Agents map fragmented market, company, and ecosystem evidence into an explicit research state.
AI-native quantitative research / Taipei
Intelligence for what moves beneath the market.
Whale Force builds agentic research systems for systematic investing—turning fragmented evidence into testable hypotheses, simulated worlds, and risk-aware decisions.
Research network activePerception → Simulation → Risk
PERCEPTION
MEMORY
SIMULATION
RISK
One intelligence. Many coordinated agents.
AI RESEARCH SYSTEMSMARKET-ENGINEERING LINEAGEHUMAN-ACCOUNTABLE RISK
01 / THE INTELLIGENCE LOOP
One intelligence. Many agents.
The objective is not more output. It is a research system that can observe, challenge itself, remember what changed, and make uncertainty usable.
02→
Hypothesis engine
Reason
The system turns observations into testable hypotheses with assumptions that remain visible.
03→
Scenario worlds
Simulate
Ideas move through historical regimes, generated scenarios, and repeatable experiments.
04↺
Risk intelligence
Adapt
Evidence, uncertainty, and human judgment continuously reshape what the system explores next.
AI should not hide the reasoning chain. It should make the research organism more observable.
02 / WHY THE WHALE
Not a mascot. A model for intelligence.
Whales navigate vast, uncertain environments through faint signals, memory, and coordinated communication. That is the design metaphor behind Whale Force: distributed agents operating as one adaptive research system.
- Sense
- Find signal across distance and noise.
- Remember
- Carry context across regimes and cycles.
- Coordinate
- Let specialized intelligence move as one.
- Adapt
- Change course when the environment changes.
03 / WHAT WE BUILD
The research stack for systematic intelligence.
Agentic research network
Specialized agents coordinate retrieval, synthesis, challenge, and review instead of collapsing research into one opaque answer.
Coordinated intelligenceScenario intelligence
Parallel research and simulation compress the path from an idea to a regime-aware view of possible outcomes.
Testable worldsEvidence & risk layer
Every conclusion keeps a visible chain back to evidence, assumptions, uncertainty, and accountable human oversight.
Decisions with memory04 / MARKET-ENGINEERING LINEAGE
Built with the discipline of markets. Reimagined for AI.
As a VICI Holdings company, Whale Force builds from a culture shaped by quantitative research, automated trading systems, and high-performance engineering.
Our mandate is distinct: create an AI-native research system for a new generation of systematic investment work.
Discover VICI Holdings05 / WHALE FORCE
Small team. Deep systems.
Quantitative researchers, machine-learning engineers, and software builders working as one research organization in Taipei.
- Legal entity
- Whale Force Holdings Ltd.
- Registered
- Taiwan / 2023
- Company no.
- 94237871
- Focus
- AI × Quantitative Research
BUILD THE NEXT RESEARCH SYSTEM