Don’t Filter. Scaffold.
The Model Context Protocol (MCP) gateway for compliant, agentic financial guidance. 
The Core Problem

In finance, the risk isn’t just “being wrong”—it’s “being non-compliant”. Currently, general-purpose AI struggles with the legal line between safe Education and high-risk Advice.

Most tools react by blocking these queries entirely or relying on brittle disclaimers (think: your AI refuses to help a user compare two Roth accounts because it might cross into “advice” territory), which destroys user trust and market potential.

The Solution: Compliance-by-Design

Scaffold is a middleware microservice that acts as a secure gateway between your user and your LLM.

• Semantic Risk Triage + Dynamic Routing: Instantly classifies intent and routes regulated queries to deterministic, auditable paths (bypassing the stochastic LLM entirely when needed).

• Standardized Safety: Our deployment blueprint is fully mapped to the NIST AI Risk Management Framework to govern with policy and manage with control.

• Auditable Outputs: Ensures that only clean, trusted intent reaches the agentic core.

How It Works

Scaffold turns blocked financial queries into engaging, compliant education—boosting user trust without liability risks. It is plug-and-play for your LLM stack, routing to safe outputs in real-time.