WORKFLOW STUDIO

Workflow Studio

Build institutional-quality AI workflows for equity research, financial modeling, investment banking, portfolio management, and credit analysis. Configure once, generate professional prompts, and run instantly with AI.

AI Model

1Select a research mode

2Load a sample, or paste your own below

Or just start typing in the box below.

Original Prompt

0 tokens (est.)

→↓

Optimized Prompt

Your optimized prompt will appear here.

Which team are you on?

Choose a workflow

Options

Focus areas (tap to select any)

Output format

Presentation

Audience

Writing style

Length

Advanced (task description, role, extra instructions) ▾

Task description (auto-filled from your selections, edit if you want)

Your role

Additional instructions (optional)

Reflection Engine

Off

Adds self-review instructions to the generated prompt, so the AI checks and improves its own answer before finalizing.

Review criteria (select any)

Optimization goal

Output mode

Prompt Refinement

Send the generated prompt to Prompt Refinement for deeper token and clarity optimization.

Generated Prompt

Your generated prompt will appear here.

Source material

Company name (enables web research for market data)

Fetch from SEC EDGAR

What was sent to the model

Result

Your workflow output will appear here.

Optimization Report

PROMPT SCORE

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ORIGINAL TOKENS

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est.

OPTIMIZED TOKENS

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est.

TOKENS REMOVED

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REDUCTION

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READINESS

—

based on prompt score

Why This Prompt Improved

Before vs After

BEFORE

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Input cost—

Output cost—

Total cost—

AFTER

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Input cost—

Output cost—

Total cost—

RESULT

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Cost & Performance Impact

INPUT TOKENS

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optimized

OUTPUT TOKENS

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est.

TOTAL TOKENS

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optimized

TOTAL API COST

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Expected output tokens (optional — leave blank to use a sensible default)

Scale Impact

Prompts per day

Avg. output tokens

DAILY COST — BEFORE

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DAILY COST — AFTER

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MONTHLY SAVINGS

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22 working days

ANNUAL SAVINGS

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260 working days

LATENCY

—

estimated

EFFICIENCY

—

/100

COMPRESSION

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COST REDUCTION

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