How ArcSyne Works
Transforming Information Overload into Explainable, High-Trust Scenarios so Teams Can Act Faster
The ArcSyne Process Architecture
Our three-step process activates the AI Scenario Advisor by combining probabilistic factors uniquely generated for each client with ArcSyne’s macro-factors. Unlimited client interaction with the Copilot brings the scenarios to life, delivering updates, insights and action steps on-demand
1. Use Case Configuration
- Deep Research
- Ingest of Proprietary Materials
- User Business Model
- Success Drivers and Metrics
- Factor Discovery and Confirmation
- Interpretation
2. Scenario Generation
- News Ingestion
- Factor Clustering
- Factor Probability Updating
- Synthetic vs Expert Comparison
- Red Teaming
- Playbook Generation
3. User Experience
- Scope of AI Advisor
- Knowledge Base and Instruction Set
- Team Workspace and Permissions
- Notifications Setup
- Human Advisor-Facilitated Needs
ArcSyne Scenario Engine
Targeted News and Data Search
Macro Factor Research
Data Readability Transformations
Traceable Chain of Reasoning
Prompt Engineering
LLM Outputs and Reinjection
Synthetic Analyst Persona Definition
Expert Reasoning Framework Discovery
Bayesian Reasoning
Game Theory
Tech Stack
Why ArcSyne Works
ArcSyne combines the best of human and AI capabilities. We structure ArcSyne’s reasoning to focus AI on tasks humans cannot do, and humans on tasks AI cannot do. We limit hallucination and drift, and make the process traceable at any point, so humans develop high conviction in the result. Our expert human advisory experience hand-holds to unlock the highest value.
AI Where it's Strongest
We focus AI on multi-factor analyses beyond traditional quant and human modeling. In addition, AI provides PhD-level expertise that scales to any client and industry.
Hard-Coded Chain of Reasoning
ArcSyne’s is built on a hard-coded chain of reasoning that links AI prompts and reinjections, scenario generation algorithm, and databases that are auditable at any point.
Human in the Loop
Human-in-the-loop review and human advisory support is intrinsic to ArcSyne’s customer experience.
Secure & Private Interactions
Deployed in customer-exclusive AI workspaces – secure, permission based, does not train foundational LLMs.
See signals weeks earlier, align the team on no-regrets moves, and make decisions with greater confidence.
Try before you buy, then...
In 24 hours go from intake to one hour consult to learn about the unique “factors” driving your future.
...upgrade to make scenarios real.
Your unique factors combine with ArcSyne’s dynamically-updated macro-factors in the AI Advisor to generate living scenarios that help you act as the world changes.