Agentic AI Foundations / Module 4
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MODULE 4 ยท ACCELERATE

The Quick Automation Stack

Four layers that turn Quick into a working agent. The mental model every later module hangs off.

๐Ÿ—๏ธ The 4-Layer Stack

Think of it like a kitchen: the Space is the kitchen, the Chat Agent is the recipe, a Flow or Schedule is the doorbell that triggers a run, and MCP is the oven โ€” the thing that actually connects to real heat (real systems).

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1 ยท Space

A container that holds documents and scopes what an agent is allowed to know. Your policy manuals, procedure PDFs, and reference data live here.

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2 ยท Chat Agent

A saved, reusable prompt configuration โ€” persona, goal, knowledge source, guardrails, and suggested prompts. The reusable unit of value (Module 5 goes deep here).

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3 ยท Flow / Scheduled Agent

A wrapper that triggers a Chat Agent โ€” on a schedule (e.g., every Monday 7am) or as a multi-step no-code workflow with branching logic.

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4 ยท MCP Connector

The live tool connection to a real system โ€” a core banking API, a document store, a market data feed โ€” giving the agent something to actually act on.

80% of the value lives in the first two layers. Most finance use cases (policy Q&A, triage, drafting) never need Flows or MCP at all โ€” Lab 1A proves this with a Space + Chat Agent alone.

๐Ÿฆ Mapping the Stack to a Finance Team

LayerFinance Team Example
Space"Compliance & Onboarding" Space holding the AML procedures, expense policy, and close procedure documents
Chat Agent"Break Triage Agent" โ€” classifies reconciliation breaks and drafts a disposition note
Flow / ScheduleA Flow that runs the Break Triage Agent every morning at 6am against the overnight reconciliation export
MCP ConnectorA connector to the core banking system's transaction API, or to a public reference data source

๐Ÿงญ Why the Stack Matters

Every module after this one is really just "which layer are we in right now." Module 5 is entirely about layer 2. Module 6 covers layer 3 (Flows) plus Quick Research. The MCP deep-dive covers layer 4. Keeping this 4-layer picture in your head prevents over-building โ€” most teams should max out layers 1 and 2 before ever reaching for a Flow or an MCP connector.