CompassFoundry Labs
Decision intelligence through trustworthy agentic AI.
We build reusable AI platforms that combine structured reasoning, domain expertise, and intelligent workflows—so people can understand complex decisions with clarity.
The problem
Important decisions are drowning in noise.
Markets and institutions produce more data than any person can calmly reason through. Most tools optimize for speed or prediction—and leave the hard part unexplained.
Fragmented signals
Financials, macro context, technicals, and sentiment live in separate tools—with no shared layer that reasons across them.
Opaque conclusions
Black-box outputs ask for trust without showing the path from evidence to judgment.
Short-term framing
Dashboards chase movement. Long-horizon understanding of companies and systems gets crowded out.
CompassFoundry Labs builds for the missing piece: structured, inspectable reasoning under the evidence—so people can decide with clarity, not noise.
Our vision
Help people make better decisions—not louder predictions.
CompassFoundry Labs builds agentic systems that structure evidence, preserve human judgment, and make the reasoning visible.
That mission sits above every product. SignalFoundry is how we deliver it as a platform; MarketCompass is the first domain surface on top.
Evidence first
Structure what is known before asking anyone to trust a conclusion.
Reasoning you can follow
Make the path from inputs to narrative visible—not a hidden score.
Judgment stays human
Agents prepare and organize. People keep the decisions that matter.
Understanding first. Forecasting second—if at all.
SignalFoundry
The platform beneath every product.
SignalFoundry is CompassFoundry Labs’ agentic AI platform for decision intelligence. It orchestrates data, tools, and reasoning agents so applications can focus on the domain—not reinvent the stack.
CompassFoundry Labs builds the company and the platform. Products like MarketCompass sit on SignalFoundry—sharing infrastructure, not a one-off codebase.
Composable agents
Specialized agents with clear interfaces—assembled into workflows, not monoliths.
Structured reasoning
Evidence in, auditable narratives out. Every step can be inspected.
Domain adapters
The same platform foundation can power products across different decision domains.
Product surfaces
MarketCompass today—and room for future decision products.
Agent orchestration
Composable agents with clear interfaces, assembled into workflows.
Structured reasoning
Evidence in, auditable narratives out. Every step can be inspected.
Data, tools & domain adapters
Connectors and domain logic that let the same foundation serve different decisions.
One platform. Multiple products. Shared reasoning, distinct domains.
MarketCompass
AI equity research for long-term investors.
Helping investors understand companies—not predict the market. MarketCompass is our flagship product on SignalFoundry—not the company itself.
Built on SignalFoundry
MarketCompass uses the platform’s agents, structured reasoning, and domain adapters to turn company evidence into research you can follow—step by step. Future products will share that foundation.
- 01
Evidence from five pillars
- 02
SignalFoundry agents reason
- 03
Inspectable research narrative
Analysis pillars
Five inputs. One coherent picture of the company—not a tip, not a score.
Financial statements
Balance sheets, income statements, and cash flow—read as a coherent picture of company health.
Macroeconomic trends
Broader economic context, industry structure, and competitive pressure around the company.
Technical indicators
Price, volume, and market behavior as context—never as a substitute for understanding.
Market sentiment
News and discourse treated as signals to weigh, not conclusions to follow.
Structured AI reasoning
Multi-agent synthesis that turns diverse inputs into clear, inspectable investment narratives.
Technology
How SignalFoundry works.
Each request moves through a clear control path: orchestrate, route with confidence, then execute—skills, tools, retrieval, and financial rules—only as far as the question requires.
Example queries
Request flow
0/8
High confidence
Low confidence
Context Builder
Assembles retrieval + memory
RAG
Retrieved documents
Short-term memory
Session context
Long-term memory
User preferences
Observability
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Philosophy
How we build.
Principles that keep SignalFoundry—and every product on it—trustworthy as the system grows.
- Reasoning before prediction
- We optimize for structured, explainable workflows—not opaque forecasts that hide how they were made.
- Human-in-the-loop
- AI prepares and organizes evidence. People keep the judgment that matters.
- Transparent analysis
- Users should be able to follow why a conclusion was reached, step by step.
- Composable agents
- Independent agents with clear interfaces, combined into workflows as the problem requires.
- Reusable platforms
- Foundations that power many products over time—not one-off demos that cannot be extended.
- Long-term maintainability
- Small dependencies, clear code, and systems designed to age well under real use.
Ask about our architecture
Grounded in our real design docs and source code — browse it directly any time.
Company
CompassFoundry Labs
Helping people make better decisions through trustworthy agentic AI.
CompassFoundry Labs builds reusable agentic systems for decision intelligence. Our platform, SignalFoundry, orchestrates data, tools, and reasoning agents so products can focus on the domain— not reinvent the stack.
MarketCompass is our flagship product: AI equity research for long-term investors. It helps people understand companies—not predict the market. It is the first product on SignalFoundry, not the company itself.
We design for a multi-product future: shared platform foundations, distinct domain surfaces, and a public presence that explains the work with the same clarity we expect from our systems.
- Company
- CompassFoundry Labs
- Platform
- SignalFoundry
- Flagship product
- MarketCompass
Follow the work.
Occasional updates on SignalFoundry, MarketCompass, and what we are building at CompassFoundry Labs.