Skip to main content
Klade

Architecture

How Clay Works

When you ask Clay a question, it doesn't just generate text. Clay routes your request to the right specialist desk, executes structured analysis, and synthesizes results into a deliverable you can use immediately.

Overview

Clay is an orchestration engine. Unlike single-purpose AI tools that try to do everything with one model, Clay maintains specialized analytical agents — each expert in a specific domain of financial work. When a request comes in, Clay determines the optimal routing, dispatches work to the right specialists, and assembles the final output.

💡
This architecture means Clay doesn't trade off depth for breadth. Each specialist desk is purpose-built, so you get expert-level analysis across every domain.

The Process Flow

1

You ask Clay

Submit a natural language request through your team's connected platform. No special syntax, no forms — just describe what you need.

"Build a DCF for NVIDIA with bear/base/bull scenarios and flag key growth drivers."

2

Clay interprets & routes

Clay analyzes your request, identifies the required specialist desks, and constructs an execution plan. Complex requests are decomposed across multiple desks.

Routes to: Valuation Desk (DCF), Research Desk (growth drivers), Risk Desk (scenario analysis)

3

Specialists execute

Each specialist desk runs structured analysis independently and in parallel. Every step is sourced, every assumption is cited, every calculation is traceable.

Parallel execution across desks with cross-referencing and data validation

4

Output delivered

Results are synthesized into a structured, professional deliverable and returned through your connected platform. Ready to use — no reformatting needed.

Complete DCF model with assumptions table, sensitivity analysis, and executive summary

Intelligent Routing

Clay's routing engine understands financial context. It doesn't just match keywords — it interprets your intent, identifies the analytical domains involved, and constructs an execution plan that may span multiple specialist desks.

For simple requests, this means instant routing to the right desk. For complex multi-step analyses, Clay decomposes the work and coordinates parallel execution across desks.

Specialist Execution

Each specialist desk operates with domain-specific analytical frameworks. The Valuation Desk builds models differently than the Research Desk writes memos — because the work is different. This specialization is what allows Clay to produce professional-grade output across every domain.

Structured Output

Every Clay deliverable is structured, sourced, and formatted for professional use. No reformatting needed. Whether it's a DCF model, investment memo, or market brief — the output is ready to share with your team, your clients, or your investment committee.

✨
Clay's outputs cite their sources, show their assumptions, and maintain consistent formatting across every deliverable. Quality is systematic, not accidental.