Financial Memory as a Service (FMaaS)
A Shared Memory Layer for Switchfin and Your External Agents
What Is FMaaS?
FMaaS is Switchfin's unified, queryable memory system that captures and stores the full timeline of agent activity—whether generated internally by Switchfin's agents or externally by your own.
It functions as a structured, immutable record of all strategy logic, market context, decisions, and outcomes. Built for transparency, auditability, and optimization.
Why It Matters
Modern financial systems demand more than trade logs—they require context.
FMaaS gives you a way to preserve:
- What your agents saw
- What they decided
- Why they did it
All in a standardized and accessible format.
What You Can Do with FMaaS
Log from Anywhere
External agents can write logs into FMaaS using the MCP interface. Record ideas, forecasts, constraints, or strategy mutations.
Unified Timelines
Retrieve data that combines internal Switchfin activity with external agent data—merged by timestamp, account, or strategy.
Auditable and Immutable
Every log entry is time-stamped, structured, and cryptographically verifiable for regulatory or internal oversight.
Replay & Debug
Reconstruct how strategies behaved under different market conditions using full historical context.
Use Cases
Advisors
Review decision histories across internal and external strategies
Broker-Dealers
Maintain compliance logs across subaccounts and agent types
Developers
Analyze performance or behavior changes over time
Compliance Teams
Query and export decision context for audits
Key Features
| Feature | Description |
|---|---|
| MCP Write Access | External agents can push structured logs into FMaaS |
| Switchfin Agent Logging | All internal agent activity is automatically logged |
| Queryable via MCP | Pull filtered logs by agent, strategy, or timeframe |
| Structured Log Schema | Supports fields like agent_id, strategy_id, source, event_type, confidence, message, timestamp |
| Snapshot + Rollback Ready | Compatible with simulation, testing, and audit layers |
Build on FMaaS
FMaaS is available to clients building on the Switchfin MCP interface.
Whether you're developing your own strategy agent or integrating from a research platform, FMaaS gives your system a memory.